~ · home · developer-tools-infra ai-workspace-platform · 104

AI Workspace Platform

Query this niche via MCPniche_report({ niche: "ai-workspace-platform" })
active marketmarket pulse 47/100commercial money present1 new builders in 30d104 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$74/mo
$13–$199 middle half · 14 providers
MCP servers · median
$10/mo
$10–$20 middle half · 23 providers
7.4×

Agents cost 7.4× MCPs across all tiers — median $74 vs $10. Two different markets; a blended figure would mislead either buyer.

All plansAgents vs MCPs

each dot = one provider · log scale
Agents $74
franz · $5
Minerva Ai · $5
Slashspace Ai · $9
delos · $11
Buda Ai · $20
Fastio Ai · $24
Typingmind Teams · $83
Jared So · $100
teamai · $2,750
plane · $6
franz · $7
Minerva Ai · $12
delos · $51
Taskade Ai · $55
dex · $74
Slashspace Ai · $74
eigent · $77
Typingmind Teams · $249
Jared So · $300
plane · $13
Taskade Ai · $25
Buda Ai · $100
Asa Team · $105
Fastio Ai · $166
dex · $199
Typingmind Teams · $862
teamai · $4,850
Taskade Ai · $250
Buda Ai · $2,000
MCP servers $10
joincloud · $1
Google Workspace Mcp · $5
todoist · $10
chatwork · $10
Polaralias Clickup Mcp · $10
asana · $10
discord · $10
thoughtbox · $10
mural · $10
googledocs · $10
googlesuper · $10
Microsoft Teams · $10
One Drive · $10
dropbox · $10
mila · $20
Endless Mcp · $36
ramifica · $5
Mad Lit · $5
mdflow · $6
Noteit Mcp · $7
Vist App · $8
joincloud · $10
balladic · $19
Google Workspace Mcp · $20
remnus · $49
Endless Mcp · $99
mila · $115
joincloud · $30
Google Workspace Mcp · $1,000
$5
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
  "niche": "ai-workspace-platform",
  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "ai-workspace-platform",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 10,
      "p25": 9,
      "p75": 11.9,
      "providers": 46
    },
    "by_provider_type": {
      "agent": {
        "median": 11.3,
        "p25": 9,
        "p75": 31,
        "providers": 20,
        "publishable": true,
        "confidence": "normal"
      },
      "mcp": {
        "median": 10,
        "p25": 7.57,
        "p75": 10,
        "providers": 26,
        "publishable": true,
        "confidence": "normal"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "crowded",
  "observed_node_count": 8,
  "adjacent_niches": [
    "ai-frontend-coding",
    "mcp-platform-provider",
    "incident-response-sre",
    "database-query-agent",
    "legacy-code-modernization",
    "infrastructure-provisioning-iac"
  ],
  "market_pulse": {
    "pulse": 47,
    "drivers": [
      "enterprise money present",
      "2 new builders in 30d"
    ],
    "price_move_30d_pct": 2.9,
    "money_share": 0.5087719298245614,
    "entry_rate": 0.018018018018018018,
    "alive_share": 1
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0,
    "comparable_agents": 47,
    "quarantined_agents": 0,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
      "d": null,
      "w": null,
      "m": null
    },
    "driver": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_contribution": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_series": {
      "individual": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ],
      "pro": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82,
        98.82
      ],
      "team_sme": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045
      ],
      "enterprise": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045,
        99.045
      ]
    },
    "tier_own_move": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_agents": {
      "individual": 27,
      "pro": 25,
      "team_sme": 16,
      "enterprise": 3
    },
    "obs_range": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_obs_range": {
      "d": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "w": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "m": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      }
    }
  },
  "pricing": {
    "sampleSize": 106,
    "observed": 57,
    "byPersona": {
      "free": {
        "n": 31,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      },
      "individual": {
        "n": 50,
        "nPriced": 33,
        "reliability": "high",
        "median": 10,
        "p25": 8,
        "p75": 12,
        "min": 0.09,
        "max": 2750,
        "mean": 98.74,
        "stdev": 476.44,
        "usageShare": 0.4
      },
      "pro": {
        "n": 39,
        "nPriced": 36,
        "reliability": "high",
        "median": 25,
        "p25": 9.19,
        "p75": 84.75,
        "min": 4.95,
        "max": 300,
        "mean": 54.6,
        "stdev": 70.67,
        "usageShare": 0.08
      },
      "team_sme": {
        "n": 26,
        "nPriced": 21,
        "reliability": "high",
        "median": 25,
        "p25": 18,
        "p75": 166,
        "min": 9,
        "max": 5825,
        "mean": 592.94,
        "stdev": 1486.05,
        "usageShare": 0.12
      },
      "enterprise": {
        "n": 31,
        "nPriced": 4,
        "reliability": "low",
        "median": 625,
        "p25": 195,
        "p75": 1250,
        "min": 29.99,
        "max": 2000,
        "mean": 820,
        "stdev": 889.53,
        "usageShare": 0.03
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 17,
        "p25": 5,
        "median": 12,
        "p75": 24,
        "confidence": "high",
        "usageShare": 0.4,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 36,
        "p25": 9.19,
        "median": 25,
        "p75": 84.75,
        "confidence": "high",
        "usageShare": 0.08,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 21,
        "p25": 18,
        "median": 25,
        "p75": 166,
        "confidence": "high",
        "usageShare": 0.12,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 4,
        "p25": 195,
        "median": 625,
        "p75": 1250,
        "confidence": "low",
        "usageShare": 0.03,
        "mixedBilling": true,
        "monthlyComparable": true
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 10,
          "provider_count": 25,
          "plan_observation_count": 26,
          "data_confidence": 1,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 1,
            "provider_count": 25,
            "plan_observation_count": 26
          },
          "reliability": "high",
          "members": [
            {
              "provider": "joincloud",
              "usd": 0.99
            },
            {
              "provider": "franz",
              "usd": 4.56
            },
            {
              "provider": "google_workspace_mcp",
              "usd": 5
            },
            {
              "provider": "minerva_ai",
              "usd": 5
            },
            {
              "provider": "slashspace_ai",
              "usd": 9
            },
            {
              "provider": "thoughtbox",
              "usd": 10
            },
            {
              "provider": "mural",
              "usd": 10
            },
            {
              "provider": "googledocs",
              "usd": 10
            },
            {
              "provider": "googlesuper",
              "usd": 10
            },
            {
              "provider": "microsoft_teams",
              "usd": 10
            },
            {
              "provider": "one_drive",
              "usd": 10
            },
            {
              "provider": "dropbox",
              "usd": 10
            },
            {
              "provider": "todoist",
              "usd": 10
            },
            {
              "provider": "chatwork",
              "usd": 10
            },
            {
              "provider": "polaralias_clickup_mcp",
              "usd": 10
            },
            {
              "provider": "asana",
              "usd": 10
            },
            {
              "provider": "discord",
              "usd": 10
            },
            {
              "provider": "delos",
              "usd": 11.4
            },
            {
              "provider": "mila",
              "usd": 20
            },
            {
              "provider": "buda_ai",
              "usd": 20
            },
            {
              "provider": "fastio_ai",
              "usd": 24
            },
            {
              "provider": "endless_mcp",
              "usd": 36
            },
            {
              "provider": "typingmind_teams",
              "usd": 83
            },
            {
              "provider": "jared_so",
              "usd": 100
            },
            {
              "provider": "teamai",
              "usd": 2750
            }
          ],
          "p25": 10,
          "p75": 20
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 20,
          "provider_count": 21,
          "plan_observation_count": 31,
          "data_confidence": 1,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 1,
            "provider_count": 21,
            "plan_observation_count": 31
          },
          "reliability": "high",
          "members": [
            {
              "provider": "ramifica",
              "usd": 4.95
            },
            {
              "provider": "mad_lit",
              "usd": 5
            },
            {
              "provider": "mdflow",
              "usd": 5.69
            },
            {
              "provider": "plane",
              "usd": 6
            },
            {
              "provider": "noteit_mcp",
              "usd": 7
            },
            {
              "provider": "franz",
              "usd": 7.41
            },
            {
              "provider": "vist_app",
              "usd": 7.98
            },
            {
              "provider": "joincloud",
              "usd": 9.99
            },
            {
              "provider": "minerva_ai",
              "usd": 12
            },
            {
              "provider": "balladic",
              "usd": 19.38
            },
            {
              "provider": "google_workspace_mcp",
              "usd": 20
            },
            {
              "provider": "remnus",
              "usd": 48.5
            },
            {
              "provider": "delos",
              "usd": 51.3
            },
            {
              "provider": "taskade_ai",
              "usd": 55
            },
            {
              "provider": "dex",
              "usd": 74
            },
            {
              "provider": "slashspace_ai",
              "usd": 74
            },
            {
              "provider": "eigent",
              "usd": 77.49
            },
            {
              "provider": "endless_mcp",
              "usd": 99
            },
            {
              "provider": "mila",
              "usd": 115
            },
            {
              "provider": "typingmind_teams",
              "usd": 249
            },
            {
              "provider": "jared_so",
              "usd": 300
            }
          ],
          "p25": 7.41,
          "p75": 74
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "per_user",
          "median": 10,
          "provider_count": 3,
          "plan_observation_count": 4,
          "data_confidence": 0.24,
          "data_confidence_basis": {
            "provider_component": 0.25,
            "observation_component": 0.2,
            "provider_count": 3,
            "plan_observation_count": 4
          },
          "reliability": "low",
          "members": [
            {
              "provider": "slack",
              "usd": 4.71
            },
            {
              "provider": "historis",
              "usd": 10
            },
            {
              "provider": "sim_ai",
              "usd": 62.5
            }
          ]
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 135.5,
          "provider_count": 8,
          "plan_observation_count": 12,
          "data_confidence": 0.65,
          "data_confidence_basis": {
            "provider_component": 0.67,
            "observation_component": 0.6,
            "provider_count": 8,
            "plan_observation_count": 12
          },
          "reliability": "medium",
          "members": [
            {
              "provider": "plane",
              "usd": 13
            },
            {
              "provider": "taskade_ai",
              "usd": 25
            },
            {
              "provider": "buda_ai",
              "usd": 100
            },
            {
              "provider": "asa_team",
              "usd": 105
            },
            {
              "provider": "fastio_ai",
              "usd": 166
            },
            {
              "provider": "dex",
              "usd": 199
            },
            {
              "provider": "typingmind_teams",
              "usd": 862.17
            },
            {
              "provider": "teamai",
              "usd": 4850
            }
          ],
          "p25": 81.25,
          "p75": 364.79
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "per_seat",
          "median": 22.23,
          "provider_count": 3,
          "plan_observation_count": 3,
          "data_confidence": 0.23,
          "data_confidence_basis": {
            "provider_component": 0.25,
            "observation_component": 0.15,
            "provider_count": 3,
            "plan_observation_count": 3
          },
          "reliability": "low",
          "members": [
            {
              "provider": "agiflow",
              "usd": 9
            },
            {
              "provider": "notion_agent",
              "usd": 22.23
            },
            {
              "provider": "mcp_miro",
              "usd": 22.8
            }
          ]
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "per_user",
          "median": 17,
          "provider_count": 5,
          "plan_observation_count": 6,
          "data_confidence": 0.39,
          "data_confidence_basis": {
            "provider_component": 0.42,
            "observation_component": 0.3,
            "provider_count": 5,
            "plan_observation_count": 6
          },
          "reliability": "medium",
          "members": [
            {
              "provider": "comment_io",
              "usd": 10
            },
            {
              "provider": "slack",
              "usd": 10.26
            },
            {
              "provider": "historis",
              "usd": 17
            },
            {
              "provider": "wrike_2",
              "usd": 17.5
            },
            {
              "provider": "minerva_ai",
              "usd": 20
            }
          ],
          "p25": 10.26,
          "p75": 17.5
        },
        {
          "tier": "enterprise",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 625,
          "provider_count": 4,
          "plan_observation_count": 4,
          "data_confidence": 0.31,
          "data_confidence_basis": {
            "provider_component": 0.33,
            "observation_component": 0.2,
            "provider_count": 4,
            "plan_observation_count": 4
          },
          "reliability": "low",
          "members": [
            {
              "provider": "joincloud",
              "usd": 29.99
            },
            {
              "provider": "taskade_ai",
              "usd": 250
            },
            {
              "provider": "google_workspace_mcp",
              "usd": 1000
            },
            {
              "provider": "buda_ai",
              "usd": 2000
            }
          ]
        }
      ],
      "rejected": {
        "free_or_zero": 13,
        "ambiguous_cadence": 26,
        "promo": 2,
        "usage_not_monthly": 4,
        "one_time": 12,
        "unrankable_or_unparseable": 1
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 73,
            "offers": [
              {
                "provider": "asa_team",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$60 / mo",
                "monthly_usd": 60
              },
              {
                "provider": "asa_team",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$150 / mo",
                "monthly_usd": 150
              },
              {
                "provider": "asana",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "balladic",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€17 / month",
                "monthly_usd": 19.38
              },
              {
                "provider": "buda_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 /mo",
                "monthly_usd": 20
              },
              {
                "provider": "buda_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100 /mo",
                "monthly_usd": 100
              },
              {
                "provider": "buda_ai",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2,000 / mo",
                "monthly_usd": 2000
              },
              {
                "provider": "chatwork",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "delos",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "10€ /mois",
                "monthly_usd": 11.4
              },
              {
                "provider": "delos",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "25€ /mois",
                "monthly_usd": 28.5
              },
              {
                "provider": "delos",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "45€ /mois",
                "monthly_usd": 51.3
              },
              {
                "provider": "delos",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "80€ /mois",
                "monthly_usd": 91.2
              },
              {
                "provider": "dex",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "dex",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/mo",
                "monthly_usd": 99
              },
              {
                "provider": "dex",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199/mo",
                "monthly_usd": 199
              },
              {
                "provider": "discord",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "dropbox",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "eigent",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$24.99 / Month",
                "monthly_usd": 24.99
              },
              {
                "provider": "eigent",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$129.99 / Month",
                "monthly_usd": 129.99
              },
              {
                "provider": "endless_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$23 /mo",
                "monthly_usd": 23
              },
              {
                "provider": "endless_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /mo",
                "monthly_usd": 49
              },
              {
                "provider": "endless_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 /mo",
                "monthly_usd": 99
              },
              {
                "provider": "fastio_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$24 / month billed yearly; $29 / month",
                "monthly_usd": 24
              },
              {
                "provider": "fastio_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$83 / month billed yearly; $99 / month",
                "monthly_usd": 83
              },
              {
                "provider": "fastio_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$249 / month billed yearly; $299 / month",
                "monthly_usd": 249
              },
              {
                "provider": "franz",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€60 / year",
                "monthly_usd": 5.7
              },
              {
                "provider": "franz",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€96 / year",
                "monthly_usd": 9.12
              },
              {
                "provider": "franz",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€4/mo",
                "monthly_usd": 4.56
              },
              {
                "provider": "google_workspace_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5 /mo",
                "monthly_usd": 5
              },
              {
                "provider": "google_workspace_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15 /mo",
                "monthly_usd": 15
              },
              {
                "provider": "google_workspace_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25 /mo",
                "monthly_usd": 25
              },
              {
                "provider": "google_workspace_mcp",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,000 /mo",
                "monthly_usd": 1000
              },
              {
                "provider": "googledocs",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "googlesuper",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "jared_so",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/mo",
                "monthly_usd": 100
              },
              {
                "provider": "jared_so",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$300/mo",
                "monthly_usd": 300
              },
              {
                "provider": "joincloud",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$0.99/mo",
                "monthly_usd": 0.99
              },
              {
                "provider": "joincloud",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.99/mo",
                "monthly_usd": 9.99
              },
              {
                "provider": "joincloud",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29.99/mo",
                "monthly_usd": 29.99
              },
              {
                "provider": "mad_lit",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5/mo",
                "monthly_usd": 5
              },
              {
                "provider": "mdflow",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€4.99 / month",
                "monthly_usd": 5.69
              },
              {
                "provider": "microsoft_teams",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "mila",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/mo",
                "monthly_usd": 20
              },
              {
                "provider": "mila",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$30/mo",
                "monthly_usd": 30
              },
              {
                "provider": "mila",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200/mo",
                "monthly_usd": 200
              },
              {
                "provider": "minerva_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5/mo",
                "monthly_usd": 5
              },
              {
                "provider": "minerva_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$12/mo",
                "monthly_usd": 12
              },
              {
                "provider": "mural",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "noteit_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$7/mo",
                "monthly_usd": 7
              },
              {
                "provider": "one_drive",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "plane",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$6",
                "monthly_usd": 6
              },
              {
                "provider": "plane",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$13",
                "monthly_usd": 13
              },
              {
                "provider": "polaralias_clickup_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "ramifica",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4.95 per month, billed monthly",
                "monthly_usd": 4.95
              },
              {
                "provider": "remnus",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25 / month",
                "monthly_usd": 25
              },
              {
                "provider": "remnus",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$72 / month",
                "monthly_usd": 72
              },
              {
                "provider": "slashspace_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9 / mo",
                "monthly_usd": 9
              },
              {
                "provider": "slashspace_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 / mo",
                "monthly_usd": 49
              },
              {
                "provider": "slashspace_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 / mo",
                "monthly_usd": 99
              },
              {
                "provider": "taskade_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10 /mo",
                "monthly_usd": 10
              },
              {
                "provider": "taskade_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25 /mo",
                "monthly_usd": 25
              },
              {
                "provider": "taskade_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100 /mo",
                "monthly_usd": 100
              },
              {
                "provider": "taskade_ai",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$250 /mo",
                "monthly_usd": 250
              },
              {
                "provider": "teamai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2,750 / month",
                "monthly_usd": 2750
              },
              {
                "provider": "teamai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$3,875 / month",
                "monthly_usd": 3875
              },
              {
                "provider": "teamai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5,825 / month",
                "monthly_usd": 5825
              },
              {
                "provider": "thoughtbox",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "todoist",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "typingmind_teams",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$83/month",
                "monthly_usd": 83
              },
              {
                "provider": "typingmind_teams",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$166/month",
                "monthly_usd": 166
              },
              {
                "provider": "typingmind_teams",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$249/month",
                "monthly_usd": 249
              },
              {
                "provider": "typingmind_teams",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$18,700/year",
                "monthly_usd": 1558.33
              },
              {
                "provider": "vist_app",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€7 / month",
                "monthly_usd": 7.98
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 5,
            "offers": [
              {
                "provider": "agiflow",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$9 /seat/month",
                "monthly_usd": 9
              },
              {
                "provider": "mcp_miro",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€8/month per member, billed yearly",
                "monthly_usd": 9.12
              },
              {
                "provider": "mcp_miro",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€20/month per member, billed yearly",
                "monthly_usd": 22.8
              },
              {
                "provider": "notion_agent",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€9.50 per member / month",
                "monthly_usd": 10.83
              },
              {
                "provider": "notion_agent",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€19.50 per member / month",
                "monthly_usd": 22.23
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 10,
            "offers": [
              {
                "provider": "comment_io",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$10 per user / month",
                "monthly_usd": 10
              },
              {
                "provider": "historis",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$10/ user / month",
                "monthly_usd": 10
              },
              {
                "provider": "historis",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$17/ user / month",
                "monthly_usd": 17
              },
              {
                "provider": "minerva_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$20/user/mo",
                "monthly_usd": 20
              },
              {
                "provider": "sim_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$25 per user/month, billed monthly",
                "monthly_usd": 25
              },
              {
                "provider": "sim_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$100 per user/month, billed monthly",
                "monthly_usd": 100
              },
              {
                "provider": "slack",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "€8.25€4.13 per user / month, when paying monthly",
                "monthly_usd": 4.71
              },
              {
                "provider": "slack",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "€18€9 per user / month, when paying monthly",
                "monthly_usd": 10.26
              },
              {
                "provider": "wrike_2",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$10 user/month",
                "monthly_usd": 10
              },
              {
                "provider": "wrike_2",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$25 user/month",
                "monthly_usd": 25
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 12,
            "offers": [
              {
                "provider": "buda_ai",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5",
                "monthly_usd": null
              },
              {
                "provider": "buda_ai",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$10",
                "monthly_usd": null
              },
              {
                "provider": "buda_ai",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$20",
                "monthly_usd": null
              },
              {
                "provider": "buda_ai",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$50",
                "monthly_usd": null
              },
              {
                "provider": "buda_ai",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$100",
                "monthly_usd": null
              },
              {
                "provider": "buda_ai",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$200",
                "monthly_usd": null
              },
              {
                "provider": "buda_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 2,000",
                "monthly_usd": null
              },
              {
                "provider": "endless_mcp",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$10",
                "monthly_usd": null
              },
              {
                "provider": "endless_mcp",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$25",
                "monthly_usd": null
              },
              {
                "provider": "endless_mcp",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$60",
                "monthly_usd": null
              },
              {
                "provider": "endless_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$120",
                "monthly_usd": null
              },
              {
                "provider": "franz",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "€149",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "agiflow",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.09 per hour",
                "monthly_usd": null
              },
              {
                "provider": "asana",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K",
                "monthly_usd": null
              },
              {
                "provider": "notion_agent",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$10 per 1,000 monthly Notion credits",
                "monthly_usd": null
              },
              {
                "provider": "polaralias_clickup_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 26,
            "offers": [
              {
                "provider": "agiflow",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "asa_team",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "asana",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "balladic",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "chatwork",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "comment_io",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "delos",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Nous contacter",
                "monthly_usd": null
              },
              {
                "provider": "dex",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "discord",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "dropbox",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "eigent",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Coming Soon",
                "monthly_usd": null
              },
              {
                "provider": "eigent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "endless_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "googledocs",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "googlesuper",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "jared_so",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "microsoft_teams",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "mural",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "notion_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "one_drive",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "polaralias_clickup_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "remnus",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "sim_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "slack",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales for pricing",
                "monthly_usd": null
              },
              {
                "provider": "thoughtbox",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "todoist",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 45,
          "normalized_observations": 88,
          "comparable_providers": 45,
          "strict_cohorts": 7,
          "exclusion_reasons": {
            "free_or_zero": 13,
            "ambiguous_cadence": 26,
            "promo": 2,
            "usage_not_monthly": 4,
            "one_time": 12,
            "unrankable_or_unparseable": 1
          }
        }
      }
    },
    "billingMix": {
      "free": 10,
      "freemium": 37,
      "subscription": 10
    },
    "freeTierShare": 0.82,
    "medianLowestUsd": 10
  },
  "movement": {
    "niche": "ai-workspace-platform",
    "sector": "developer-tools-infra",
    "pricedNow": 46,
    "pairs": 45,
    "repriced": [
      {
        "handle": "notion_agent",
        "from": 10.97,
        "to": 11.01,
        "pct": 0.4
      },
      {
        "handle": "balladic",
        "from": 19.63,
        "to": 19.7,
        "pct": 0.4
      },
      {
        "handle": "mcp_miro",
        "from": 9.24,
        "to": 9.27,
        "pct": 0.3
      },
      {
        "handle": "delos",
        "from": 11.55,
        "to": 11.59,
        "pct": 0.3
      },
      {
        "handle": "mdflow",
        "from": 5.76,
        "to": 5.78,
        "pct": 0.3
      },
      {
        "handle": "vist_app",
        "from": 5.77,
        "to": 5.79,
        "pct": 0.3
      },
      {
        "handle": "franz",
        "from": 4.62,
        "to": 4.63,
        "pct": 0.2
      },
      {
        "handle": "slack",
        "from": 4.77,
        "to": 4.78,
        "pct": 0.2
      }
    ],
    "newlyPriced": [
      "endless_mcp"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 0.1,
    "kind": "mixed",
    "narrative": "Repricing + composition: 8 agents repriced — all up (avg +0.1%); 1 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-20",
        "index": 96.942,
        "pairs": 50,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 96.942,
        "pairs": 50,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 96.942,
        "pairs": 50,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 96.942,
        "pairs": 48,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 96.942,
        "pairs": 46,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 96.942,
        "pairs": 46,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 96.942,
        "pairs": 50,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 96.942,
        "pairs": 52,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 96.942,
        "pairs": 55,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 96.942,
        "pairs": 55,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 96.942,
        "pairs": 51,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 96.942,
        "pairs": 54,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 96.942,
        "pairs": 56,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 96.942,
        "pairs": 56,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 96.942,
        "pairs": 59,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 96.942,
        "pairs": 56,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 96.942,
        "pairs": 56,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 96.942,
        "pairs": 54,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 96.942,
        "pairs": 58,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 96.942,
        "pairs": 58,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 96.942,
        "pairs": 58,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 96.942,
        "pairs": 57,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 96.942,
        "pairs": 69,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 96.942,
        "pairs": 69,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 96.942,
        "pairs": 69,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 96.942,
        "pairs": 69,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 96.942,
        "pairs": 67,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 96.942,
        "pairs": 68,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 96.942,
        "pairs": 71,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 96.942,
        "pairs": 71,
        "dayChangePct": 0
      }
    ],
    "latest": 96.942,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "bit_office",
      "name": "Bit Office",
      "url": "https://github.com/longyangxi/bit-office",
      "short_summary": "Provides a visible workspace for AI coding agents to collaborate as a single team, coordinating planning, coding, review, and release",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for OpenOffice is shown in the supplied repository homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "casemgr",
      "name": "CaseMgr",
      "url": "https://casemgr.systems",
      "short_summary": "provides shared workspace for AI agents with case management, persistent memory, and workflow execution",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or billing details were observed on the supplied homepage or pricing-related page."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "different_ai_openwork",
      "name": "Different Ai Openwork",
      "url": "https://github.com/different-ai/openwork",
      "short_summary": "desktop app for doing work with AI agents on your own files; runs and orchestrates AI agents to execute productized agentic workflows",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "OpenWork is presented as a free open-source app, while enhanced enterprise capabilities require contacting sales."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "franz",
      "name": "Franz",
      "url": "https://meetfranz.com",
      "short_summary": "Unifies messaging, email, and Signal in one desktop workspace, and an AI assistant catches you up across channels, summarizes threads, and drafts replies",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 4.63,
        "monthly_usd": 5.36,
        "headline": "Free tier, then from $4.63/mo",
        "summary": "Free tier, then from $4.63/mo. Franz offers a permanent free Starter tier, annual Pro and Pro Cloud plans at €60 and €96 per year, a €149 limited-launch lifetime license, and optional hosted AI for €4 per month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "google_workspace_mcp",
      "name": "Google Workspace",
      "url": "https://workspacemcp.com/",
      "short_summary": "Provides an MCP server exposing 100+ tools across twelve Google Workspace services (Gmail, Drive, Docs, Sheets, Slides, Calendar, Chat, Forms, Tasks, Contacts,…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5,
        "headline": "From $5/mo",
        "summary": "From $5/mo. Workspace MCP Cloud offers managed hosting plans from $5/month for one student account to $1,000/month for dedicated enterprise deployment."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "hexnest_machine_reasonin",
      "name": "Digital Workforce",
      "url": "https://hex-nest.com/a2a",
      "short_summary": "hosts AI agents in structured rooms to reason through tasks, critique each other, debate, and run Python experiments in a sandbox",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The pricing page exposes a structured-data offer of 0USD, but provides no visible plan name or billing period."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "huly_mcp",
      "name": "Huly MCP",
      "url": "https://huly-mcp.dearlordylord.com",
      "short_summary": "provides MCP server interface for Huly workspaces to enable LLM coding agents to read and modify workspace state",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown on the homepage or pricing page."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "joincloud",
      "name": "Join.Cloud",
      "url": "https://join.cloud",
      "short_summary": "provides shared workspace for AI agents to collaborate in real-time rooms",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 9.99,
        "headline": "Free tier, then from $9.99/mo",
        "summary": "Free tier, then from $9.99/mo. Join.cloud offers a free tier and three monthly paid plans ranging from $0.99/mo to $29.99/mo."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "sim_ai",
      "name": "Sim Ai",
      "url": "https://sim.ai/",
      "short_summary": "Build, deploy, and manage AI agents that automate work such as CRM auditing, OCR invoice processing, email triage, resume scanning, code review, and knowledge…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 25,
        "monthly_usd": 25,
        "headline": "Free tier, then from $25/mo",
        "summary": "Free tier, then from $25/mo. Sim offers a free-forever plan, paid Pro and Max plans at $25 and $100 per user per month, and custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "slashspace_ai",
      "name": "Autonomous Trading Intelligence Platform",
      "url": "https://slashspace.ai",
      "short_summary": "Provides an infinite canvas where users run AI models and agents, organize conversations spatially, conduct deep research, and connect tools for sustained comp…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free tier, then from $9/mo",
        "summary": "Free tier, then from $9/mo. SlashSpace offers a free forever plan plus Starter at $9/month, Pro at $49/month, and Advanced at $99/month, with lower effective monthly rates when billed annually."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "aethvion_suite",
      "name": "Aethvion Suite",
      "url": "http://marcelvanduijn.com/aethvion-suite.html",
      "short_summary": "Unified AI-powered super-app ecosystem with multi-step ReAct agents, specialized agent management, AI chat with auto-routing, image generation, audio editing,…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "ai-assistant-suite",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "compendium",
      "name": "Compendium",
      "url": "https://ai-hunt.tech/posts/d6dc5198-39dc-47d4-966a-3243fa639db7?view_type=daily",
      "short_summary": "Company brain platform for teams working with AI agents. Provides shared memory across agents, collaborative sessions, and real-time visibility into teammate a…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "agent-memory-systems",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "devswat",
      "name": "Devswat",
      "url": "https://dev-swat.com",
      "short_summary": "Platform for building, running, and scheduling autonomous AI agents. Includes AI-powered IDE, semantic memory, code analysis, and multi-LLM support with self-h…",
      "price": {
        "observed": false,
        "billing": "failed_to_load",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "agent-deployment-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "genmb",
      "name": "Genmb",
      "url": "https://genmb.com/",
      "short_summary": "AI web app builder that creates complete full-stack applications with frontend, backend, database, and authentication. Features Agent Mode for autonomous app d…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 16.51,
        "monthly_usd": 19.13,
        "headline": "Free tier, then from $16.51/mo",
        "summary": "Free tier, then from $16.51/mo. GenMB offers a free Starter plan, paid Pro, Team, and Business subscriptions billed annually in EUR, plus a contact-sales Enterprise tier."
      },
      "home_niche": "ai-app-builder",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "liveblocks",
      "name": "Liveblocks",
      "url": "https://liveblocks.io/llms.txt",
      "short_summary": "Real-time collaboration platform that enables humans and AI agents to work together in applications. Provides building blocks for comments, multiplayer feature…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 350,
        "monthly_usd": 350,
        "headline": "From $350/mo",
        "summary": "From $350/mo. The pricing page shows public monthly prices of $350/mo and $500/mo, but the supplied context does not identify their plan names or features."
      },
      "home_niche": "agent-orchestration-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "mcp_x",
      "name": "Mcp X",
      "url": "https://www.mcp-x.com",
      "short_summary": "Open-source enterprise AI middleware platform integrating video generation, conversational AI, image editing, web app building, and MCP services for rapid AI d…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The site exposes a structured-data offer priced at 0 CNY, but does not show plan names, billing periods, or feature details."
      },
      "home_niche": "enterprise-ai-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "notion_agents",
      "name": "Notion Agents",
      "url": "https://www.notion.com/releases/2026-05-13",
      "short_summary": "orchestrates AI agents within Notion, syncs external data, builds custom agent tools, and triggers workflows; agents take first passes on fixes, build reports,…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 11.01,
        "monthly_usd": 12.76,
        "headline": "Free tier, then from $11.01/mo",
        "summary": "Free tier, then from $11.01/mo. Notion offers a permanent free tier, €9.50 and €19.50 per-member monthly plans, custom-priced Enterprise, and usage-based Custom Agents."
      },
      "home_niche": "agent-orchestration-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "plumoai",
      "name": "Plumoai",
      "url": "https://plumoai.com/",
      "short_summary": "Platform for deploying autonomous AI employees that make independent decisions and collaborate on tasks. Includes AI project management to replace Jira and Con…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "PlumoAI offers hosted usage billed through prepaid credits starting at $20, or a lifetime-free self-hosted option with infrastructure costs paid by the customer."
      },
      "home_niche": "ai-virtual-employee",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-workspace-platform",
  "summary": {
    "niche": "ai-workspace-platform",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $10/mo (16 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 16,
          "reliability": "high",
          "median": 10,
          "p25": 10,
          "p75": 10,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 11,
          "reliability": "medium",
          "median": 9.99,
          "p25": 6.35,
          "p75": 34.25,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 10,
          "reliability": "medium",
          "median": 64.5,
          "p25": 21.83,
          "p75": 76.62,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 9,
          "reliability": "medium",
          "median": 20,
          "p25": 9,
          "p75": 83,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 8,
          "reliability": "medium",
          "median": 135.5,
          "p25": 81.25,
          "p75": 364.79,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            250,
            2000
          ]
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "per_user",
          "pricing_unit_label": "per user",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            10.26,
            17
          ]
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            29.99,
            1000
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-workspace-platform"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-workspace-platform",
    "counts": {
      "listings_with_price_capture": 106,
      "listings_with_observed_public_price": 57,
      "providers_with_numeric_monthly_price_latest_scan": 46,
      "like_for_like_comparable_pairs": 45
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 10,
        "provider_count": 25,
        "plan_observation_count": 26,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 25,
          "plan_observation_count": 26
        },
        "reliability": "high",
        "members": [
          {
            "provider": "joincloud",
            "usd": 0.99
          },
          {
            "provider": "franz",
            "usd": 4.56
          },
          {
            "provider": "google_workspace_mcp",
            "usd": 5
          },
          {
            "provider": "minerva_ai",
            "usd": 5
          },
          {
            "provider": "slashspace_ai",
            "usd": 9
          },
          {
            "provider": "thoughtbox",
            "usd": 10
          },
          {
            "provider": "mural",
            "usd": 10
          },
          {
            "provider": "googledocs",
            "usd": 10
          },
          {
            "provider": "googlesuper",
            "usd": 10
          },
          {
            "provider": "microsoft_teams",
            "usd": 10
          },
          {
            "provider": "one_drive",
            "usd": 10
          },
          {
            "provider": "dropbox",
            "usd": 10
          },
          {
            "provider": "todoist",
            "usd": 10
          },
          {
            "provider": "chatwork",
            "usd": 10
          },
          {
            "provider": "polaralias_clickup_mcp",
            "usd": 10
          },
          {
            "provider": "asana",
            "usd": 10
          },
          {
            "provider": "discord",
            "usd": 10
          },
          {
            "provider": "delos",
            "usd": 11.4
          },
          {
            "provider": "mila",
            "usd": 20
          },
          {
            "provider": "buda_ai",
            "usd": 20
          },
          {
            "provider": "fastio_ai",
            "usd": 24
          },
          {
            "provider": "endless_mcp",
            "usd": 36
          },
          {
            "provider": "typingmind_teams",
            "usd": 83
          },
          {
            "provider": "jared_so",
            "usd": 100
          },
          {
            "provider": "teamai",
            "usd": 2750
          }
        ],
        "p25": 10,
        "p75": 20
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 20,
        "provider_count": 21,
        "plan_observation_count": 31,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 21,
          "plan_observation_count": 31
        },
        "reliability": "high",
        "members": [
          {
            "provider": "ramifica",
            "usd": 4.95
          },
          {
            "provider": "mad_lit",
            "usd": 5
          },
          {
            "provider": "mdflow",
            "usd": 5.69
          },
          {
            "provider": "plane",
            "usd": 6
          },
          {
            "provider": "noteit_mcp",
            "usd": 7
          },
          {
            "provider": "franz",
            "usd": 7.41
          },
          {
            "provider": "vist_app",
            "usd": 7.98
          },
          {
            "provider": "joincloud",
            "usd": 9.99
          },
          {
            "provider": "minerva_ai",
            "usd": 12
          },
          {
            "provider": "balladic",
            "usd": 19.38
          },
          {
            "provider": "google_workspace_mcp",
            "usd": 20
          },
          {
            "provider": "remnus",
            "usd": 48.5
          },
          {
            "provider": "delos",
            "usd": 51.3
          },
          {
            "provider": "taskade_ai",
            "usd": 55
          },
          {
            "provider": "dex",
            "usd": 74
          },
          {
            "provider": "slashspace_ai",
            "usd": 74
          },
          {
            "provider": "eigent",
            "usd": 77.49
          },
          {
            "provider": "endless_mcp",
            "usd": 99
          },
          {
            "provider": "mila",
            "usd": 115
          },
          {
            "provider": "typingmind_teams",
            "usd": 249
          },
          {
            "provider": "jared_so",
            "usd": 300
          }
        ],
        "p25": 7.41,
        "p75": 74
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "per_user",
        "median": 10,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "slack",
            "usd": 4.71
          },
          {
            "provider": "historis",
            "usd": 10
          },
          {
            "provider": "sim_ai",
            "usd": 62.5
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 135.5,
        "provider_count": 8,
        "plan_observation_count": 12,
        "data_confidence": 0.65,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.6,
          "provider_count": 8,
          "plan_observation_count": 12
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "plane",
            "usd": 13
          },
          {
            "provider": "taskade_ai",
            "usd": 25
          },
          {
            "provider": "buda_ai",
            "usd": 100
          },
          {
            "provider": "asa_team",
            "usd": 105
          },
          {
            "provider": "fastio_ai",
            "usd": 166
          },
          {
            "provider": "dex",
            "usd": 199
          },
          {
            "provider": "typingmind_teams",
            "usd": 862.17
          },
          {
            "provider": "teamai",
            "usd": 4850
          }
        ],
        "p25": 81.25,
        "p75": 364.79
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 22.23,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "agiflow",
            "usd": 9
          },
          {
            "provider": "notion_agent",
            "usd": 22.23
          },
          {
            "provider": "mcp_miro",
            "usd": 22.8
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_user",
        "median": 17,
        "provider_count": 5,
        "plan_observation_count": 6,
        "data_confidence": 0.39,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.3,
          "provider_count": 5,
          "plan_observation_count": 6
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "comment_io",
            "usd": 10
          },
          {
            "provider": "slack",
            "usd": 10.26
          },
          {
            "provider": "historis",
            "usd": 17
          },
          {
            "provider": "wrike_2",
            "usd": 17.5
          },
          {
            "provider": "minerva_ai",
            "usd": 20
          }
        ],
        "p25": 10.26,
        "p75": 17.5
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 625,
        "provider_count": 4,
        "plan_observation_count": 4,
        "data_confidence": 0.31,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.2,
          "provider_count": 4,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "joincloud",
            "usd": 29.99
          },
          {
            "provider": "taskade_ai",
            "usd": 250
          },
          {
            "provider": "google_workspace_mcp",
            "usd": 1000
          },
          {
            "provider": "buda_ai",
            "usd": 2000
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 106,
      "listings_with_observed_public_price": 57,
      "normalized_observations": 88,
      "comparable_providers": 45,
      "strict_cohorts": 7,
      "exclusion_reasons": {
        "free_or_zero": 13,
        "ambiguous_cadence": 26,
        "promo": 2,
        "usage_not_monthly": 4,
        "one_time": 12,
        "unrankable_or_unparseable": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "free_or_zero": 13,
      "ambiguous_cadence": 26,
      "promo": 2,
      "usage_not_monthly": 4,
      "one_time": 12,
      "unrankable_or_unparseable": 1
    },
    "billing_mix": {
      "free": 10,
      "freemium": 37,
      "subscription": 10
    },
    "free_tier_share": 0.82,
    "top_providers": [
      {
        "agent_id": "bit_office",
        "name": "Bit Office",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing for OpenOffice is shown in the supplied repository homepage."
        },
        "observed": false
      },
      {
        "agent_id": "casemgr",
        "name": "CaseMgr",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or billing details were observed on the supplied homepage or pricing-related page."
        },
        "observed": false
      },
      {
        "agent_id": "different_ai_openwork",
        "name": "Different Ai Openwork",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "OpenWork is presented as a free open-source app, while enhanced enterprise capabilities require contacting sales."
        },
        "observed": true
      },
      {
        "agent_id": "franz",
        "name": "Franz",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 4.63,
          "monthly_usd": 5.36,
          "headline": "Free tier, then from $4.63/mo",
          "summary": "Free tier, then from $4.63/mo. Franz offers a permanent free Starter tier, annual Pro and Pro Cloud plans at €60 and €96 per year, a €149 limited-launch lifetime license, and optional hosted AI for €4 per month."
        },
        "observed": true
      },
      {
        "agent_id": "google_workspace_mcp",
        "name": "Google Workspace",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 5,
          "monthly_usd": 5,
          "headline": "From $5/mo",
          "summary": "From $5/mo. Workspace MCP Cloud offers managed hosting plans from $5/month for one student account to $1,000/month for dedicated enterprise deployment."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-workspace-platform"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-workspace-platform",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "bit_office"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "bit_office"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

58 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
Different Ai Openworkdesktop app for doing work with AI agents on your own files; runs and orchestrates AI agents to execute productized agentic workflows
agentFreefree to use100% liveagent100% live
FranzUnifies messaging, email, and Signal in one desktop workspace, and an AI assistant catches you up across channels, summarizes threads, and drafts replies
agent$4.63from / mo76.9% below100% liveagent76.9% below median100% live
Google WorkspaceProvides an MCP server exposing 100+ tools across twelve Google Workspace services (Gmail, Drive, Docs, Sheets, Slides, Calendar, Chat, Forms, Tasks, Contacts,…
mcp$5from / mo75% below100% livemcp75% below median100% live
Digital Workforcehosts AI agents in structured rooms to reason through tasks, critique each other, debate, and run Python experiments in a sandbox
mcpFreefree to use100% livemcp100% live
Join.Cloudprovides shared workspace for AI agents to collaborate in real-time rooms
mcp$9.99from / mo50% below100% livemcp50% below median100% live
Sim AiBuild, deploy, and manage AI agents that automate work such as CRM auditing, OCR invoice processing, email triage, resume scanning, code review, and knowledge…
agent$25from / mo25% above100% liveagent25% above median100% live
Autonomous Trading Intelligence PlatformProvides an infinite canvas where users run AI models and agents, organize conversations spatially, conduct deep research, and connect tools for sustained comp…
agent$9from / mo55% below100% liveagent55% below median100% live
Vistprovides shared note-taking and task management with AI memory capabilities
mcp$5.79from / mo71% below100% livemcp71% below median100% live
Asa Teamreads team chat channels (Slack, Teams, Telegram) and turns conversations into project status, blockers, decisions, risks and next steps; also provides time tr…
agent$60from / mo200% above100% liveagent200% above median100% live
AsanaConnect AI tools to your Asana workspace. Create tasks, manage projects, and get insights through natural conversation.
mcp$10from / mo50% below100% livemcp50% below median100% live
Balladicproject tracking and work data synthesis with AI-powered understanding and summarization
mcp$19.70from / mo1.5% below100% livemcp1.5% below median100% live
CNVSprovides collaborative whiteboard functionality for drawing, notes, kanban boards, and real-time collaboration
mcpFreefree to use100% livemcp100% live
DelosAll-in-one AI workspace that creates slides/presentations, visuals, websites, replies to emails, summarizes meetings, analyzes files, translates files, and gen…
agent$11.59from / mo42% below100% liveagent42% below median100% live
Dessixprovides a visual workspace to capture, organize, and create content with AI, building dynamic context around the user's focus for writing and thinking
agentFreefree to use100% liveagent100% live
DexIngests and structures all workspace data into operational memory, orchestrates autonomous agents, prepares meetings, triages tasks, updates CRM, and acts in t…
mcp$49from / mo145% above100% livemcp145% above median100% live
DropboxStore, sync, and share files across devices. Manage folders, control access permissions, and collaborate on documents.
mcp$10from / mo50% below100% livemcp50% below median100% live
Eigent Coworkruns a multi-agent AI workforce on the desktop to perform tasks like research, writing reports, debugging, data analysis, and scheduled recurring workflows
agent$24.99from / mo24.9% above100% liveagent24.9% above median100% live
Endlesssocial research, content creation, and social media management
mcp$10from / mo50% below100% livemcp50% below median100% live
Fastioprovides shared workspaces with MCP tools and searchable file context for agentic teams, enabling file management, AI document querying via RAG, and agent-huma…
agent$24from / mo20% above100% liveagent20% above median100% live
Google DocsGoogle Docs is a cloud-based word processor with real-time collaboration, version history, and integration with other Google Workspace apps
mcp$10from / mo50% below100% livemcp50% below median100% live
Google SuperGoogle Super App combines all Google services including Drive, Calendar, Gmail, Sheets, Analytics, Ads, and more, providing a unified platform for seamless int…
mcp$10from / mo50% below100% livemcp50% below median100% live
Historis**One shared timeline for you and your AI.** Historis is an event-based CRM built MCP-first: your assistant reads and writes the same operational memory you…
mcp$10from / mo50% below100% livemcp50% below median100% live
Jared SoActs as a proactive AI coworker that self-assigns and completes work tasks (drafting board updates, summarizing standups, following up on contracts, flagging o…
agent$100from / mo400% above100% liveagent400% above median100% live
Mad LitMad Lit is a markdown notes app with a built-in remote MCP server. Connect it as a Claude connector and Claude can read, create, update, and search your notes…
mcp$5from / mo75% below88% livemcp75% below median88% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.