AI Agent Integration Platform

{
  "niche": "ai-agent-integration-platform",
  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "ai-agent-integration-platform",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 39,
      "p25": 14.75,
      "p75": 49.75,
      "providers": 10
    },
    "by_provider_type": {
      "agent": {
        "median": 74.5,
        "p25": null,
        "p75": null,
        "providers": 4,
        "publishable": true,
        "confidence": "provisional"
      },
      "mcp": {
        "median": 19.5,
        "p25": null,
        "p75": null,
        "providers": 6,
        "publishable": true,
        "confidence": "moderate"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "empty",
  "observed_node_count": 0,
  "adjacent_niches": [
    "ai-frontend-coding",
    "mcp-platform-provider",
    "incident-response-sre",
    "infrastructure-provisioning-iac",
    "legacy-code-modernization",
    "on-call-management-agent"
  ],
  "market_pulse": {
    "pulse": 43,
    "drivers": [
      "enterprise money present",
      "3 new builders in 30d"
    ],
    "price_move_30d_pct": -9.2,
    "money_share": 0.35714285714285715,
    "entry_rate": 0.05084745762711865,
    "alive_share": 0.9629629629629629
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": -7.3,
    "comparable_agents": 9,
    "quarantined_agents": 1,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": true
    },
    "held_reason": {
      "d": null,
      "w": null,
      "m": null
    },
    "driver": {
      "d": null,
      "w": null,
      "m": "clipia_mcp's \"Standard\" $29→$19 (-34%)"
    },
    "tier_contribution": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": -2.99,
        "pro": -2.4,
        "team_sme": -1.9,
        "enterprise": -0.01
      }
    },
    "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,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929,
        96.929
      ],
      "pro": [
        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,
        99.723,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527,
        97.527
      ],
      "team_sme": [
        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,
        99.867,
        100,
        100,
        100,
        100,
        99.799,
        100,
        100,
        100,
        99.9,
        100.007,
        100.007,
        100.007,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034,
        98.034
      ],
      "enterprise": [
        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,
        99.895,
        100,
        100,
        100,
        100,
        99.793,
        100,
        100,
        100,
        99.873,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992,
        99.992
      ]
    },
    "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": -12.6,
        "pro": -6.3,
        "team_sme": -5,
        "enterprise": -0.3
      }
    },
    "tier_agents": {
      "individual": 5,
      "pro": 5,
      "team_sme": 5,
      "enterprise": 1
    },
    "obs_range": {
      "d": null,
      "w": null,
      "m": {
        "min": 13,
        "max": 16,
        "days": 5
      }
    },
    "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": {
          "min": 3,
          "max": 3,
          "days": 1
        },
        "pro": {
          "min": 5,
          "max": 6,
          "days": 3
        },
        "team_sme": {
          "min": 5,
          "max": 6,
          "days": 5
        },
        "enterprise": {
          "min": 1,
          "max": 1,
          "days": 4
        }
      }
    }
  },
  "pricing": {
    "sampleSize": 54,
    "observed": 14,
    "byPersona": {
      "free": {
        "n": 16,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0.44
      },
      "individual": {
        "n": 10,
        "nPriced": 7,
        "reliability": "medium",
        "median": 10,
        "p25": 2,
        "p75": 10,
        "min": 0.1,
        "max": 29,
        "mean": 9.01,
        "stdev": 9.85,
        "usageShare": 0.5
      },
      "pro": {
        "n": 7,
        "nPriced": 7,
        "reliability": "medium",
        "median": 49,
        "p25": 34,
        "p75": 64.5,
        "min": 19,
        "max": 99,
        "mean": 52,
        "stdev": 28.1,
        "usageShare": 0
      },
      "team_sme": {
        "n": 6,
        "nPriced": 6,
        "reliability": "medium",
        "median": 249,
        "p25": 136,
        "p75": 299,
        "min": 99,
        "max": 600,
        "mean": 268.5,
        "stdev": 183.78,
        "usageShare": 0
      },
      "enterprise": {
        "n": 5,
        "nPriced": 1,
        "reliability": "none",
        "median": 500,
        "p25": 500,
        "p75": 500,
        "min": 500,
        "max": 500,
        "mean": 500,
        "stdev": 0,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0.44,
        "mixedBilling": true,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 2,
        "p25": 14.75,
        "median": 19.5,
        "p75": 24.25,
        "confidence": "low",
        "usageShare": 0.5,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 7,
        "p25": 34,
        "median": 49,
        "p75": 64.5,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 6,
        "p25": 136,
        "median": 249,
        "p75": 299,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 10,
          "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": "ai_agent_hub",
              "usd": 10
            },
            {
              "provider": "clipia_mcp",
              "usd": 10
            },
            {
              "provider": "worldsite",
              "usd": 10
            },
            {
              "provider": "swagger_petstore_mcp",
              "usd": 29
            }
          ]
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 49.5,
          "provider_count": 6,
          "plan_observation_count": 7,
          "data_confidence": 0.47,
          "data_confidence_basis": {
            "provider_component": 0.5,
            "observation_component": 0.35,
            "provider_count": 6,
            "plan_observation_count": 7
          },
          "reliability": "medium",
          "members": [
            {
              "provider": "clipia_mcp",
              "usd": 29
            },
            {
              "provider": "composio_ai",
              "usd": 29
            },
            {
              "provider": "kirah_local_services",
              "usd": 49
            },
            {
              "provider": "nango",
              "usd": 50
            },
            {
              "provider": "swagger_petstore_mcp",
              "usd": 79
            },
            {
              "provider": "hyperfx_marketing_mcp",
              "usd": 99
            }
          ],
          "p25": 34,
          "p75": 71.75
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 199,
          "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": "clipia_mcp",
              "usd": 115
            },
            {
              "provider": "standin",
              "usd": 199
            },
            {
              "provider": "swagger_petstore_mcp",
              "usd": 199
            },
            {
              "provider": "hyperfx_marketing_mcp",
              "usd": 299
            },
            {
              "provider": "stackone",
              "usd": 600
            }
          ],
          "p25": 199,
          "p75": 299
        }
      ],
      "rejected": {
        "free_or_zero": 3,
        "ambiguous_cadence": 4,
        "usage_not_monthly": 3
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 18,
            "offers": [
              {
                "provider": "ai_agent_hub",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "clipia_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10 / month",
                "monthly_usd": 10
              },
              {
                "provider": "clipia_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 / month",
                "monthly_usd": 19
              },
              {
                "provider": "clipia_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39 / month",
                "monthly_usd": 39
              },
              {
                "provider": "clipia_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$115 / month",
                "monthly_usd": 115
              },
              {
                "provider": "composio_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 / mo",
                "monthly_usd": 29
              },
              {
                "provider": "hyperfx_marketing_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 /month",
                "monthly_usd": 99
              },
              {
                "provider": "hyperfx_marketing_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299 /month",
                "monthly_usd": 299
              },
              {
                "provider": "kirah_local_services",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "nango",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/mo",
                "monthly_usd": 50
              },
              {
                "provider": "nango",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$500/mo",
                "monthly_usd": 500
              },
              {
                "provider": "stackone",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$600 /month",
                "monthly_usd": 600
              },
              {
                "provider": "standin",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/month",
                "monthly_usd": 99
              },
              {
                "provider": "standin",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299/month",
                "monthly_usd": 299
              },
              {
                "provider": "swagger_petstore_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/month",
                "monthly_usd": 29
              },
              {
                "provider": "swagger_petstore_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79/month",
                "monthly_usd": 79
              },
              {
                "provider": "swagger_petstore_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199/month",
                "monthly_usd": 199
              },
              {
                "provider": "worldsite",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 3,
            "offers": [
              {
                "provider": "nango",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1/connection",
                "monthly_usd": null
              },
              {
                "provider": "square_mcp_server",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "3¢ per text",
                "monthly_usd": null
              },
              {
                "provider": "worldsite",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K RPCs",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "ai_agent_hub",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "hyperfx_marketing_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Talk to Sales",
                "monthly_usd": null
              },
              {
                "provider": "standin",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "worldsite",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 11,
          "normalized_observations": 18,
          "comparable_providers": 10,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "free_or_zero": 3,
            "ambiguous_cadence": 4,
            "usage_not_monthly": 3
          }
        }
      }
    },
    "billingMix": {
      "free": 2,
      "freemium": 9,
      "subscription": 3
    },
    "freeTierShare": 0.79,
    "medianLowestUsd": 39
  },
  "movement": {
    "niche": "ai-agent-integration-platform",
    "sector": "developer-tools-infra",
    "pricedNow": 10,
    "pairs": 9,
    "repriced": [],
    "newlyPriced": [
      "kirah_local_services"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "composition",
    "narrative": "Composition change (average moved, but no agent changed its price): 1 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 99.316,
        "pairs": 16,
        "dayChangePct": -0.68
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0.69
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 99.774,
        "pairs": 16,
        "dayChangePct": -0.23
      },
      {
        "day": "2026-08-09",
        "index": 99.998,
        "pairs": 15,
        "dayChangePct": 0.23
      },
      {
        "day": "2026-08-10",
        "index": 99.998,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 99.998,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 92.666,
        "pairs": 13,
        "dayChangePct": -7.33
      },
      {
        "day": "2026-08-13",
        "index": 92.666,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 92.666,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 92.666,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 92.666,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 92.666,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 92.666,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-19",
        "index": 92.666,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-20",
        "index": 92.666,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-21",
        "index": 92.666,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-22",
        "index": 92.666,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-23",
        "index": 92.666,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-24",
        "index": 92.666,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-25",
        "index": 92.666,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-26",
        "index": 92.666,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-27",
        "index": 92.666,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-28",
        "index": 92.666,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-29",
        "index": 92.666,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-30",
        "index": 92.666,
        "pairs": 15,
        "dayChangePct": 0
      }
    ],
    "latest": 92.666,
    "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": "composio_ai",
      "name": "Composio",
      "url": "https://composio.dev/toolkits/category/design-creative-tools",
      "short_summary": "connects AI agents to design and creative tools so they can fetch assets, manage files, and automate production work around brand and product",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free tier, then from $29/mo",
        "summary": "Free tier, then from $29/mo. Composio shows a $0 plan, a $29-per-month paid plan, and additional usage-rate amounts whose units are not specified."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "github_composiohqcomposio_comp",
      "name": "Github Composiohqcomposio Comp",
      "url": "https://github.com/ComposioHQ/composio",
      "short_summary": "Provides SDKs and toolkits that let AI agents connect to and execute actions across 1000+ external apps/tools (e.g. fetching data, sending emails, creating tas…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for Composio was observed in the supplied context."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "stackone",
      "name": "Stackone",
      "url": "https://www.stackone.com/",
      "short_summary": "Provides integration infrastructure that connects AI agents to SaaS systems and executes tool actions (e.g. employee onboarding, invoice processing, time off r…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 600,
        "monthly_usd": 600,
        "headline": "Free tier, then from $600/mo",
        "summary": "Free tier, then from $600/mo. StackOne offers a free Starter plan and a Team plan priced at $600 per month, with usage measured in credits per seat."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "swagger_petstore_mcp",
      "name": "swagger-petstore-mcp",
      "url": "https://www.mcpforge.tech",
      "short_summary": "verifies MCP server security, compatibility, compliance and health",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free tier, then from $29/mo",
        "summary": "Free tier, then from $29/mo. MCPForge offers a free tier with 1,000 monthly requests and paid plans from $29/month to $199/month with increasing server, request, and team capabilities."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "clipia_mcp",
      "name": "Clipia",
      "url": "  https://clipia.ai/en/mcp",
      "short_summary": "Generate AI images, video, speech and music inside Claude, ChatGPT, Cursor and any\nMCP client. 60+ models via one remote Streamable HTTP endpoint — credit-base…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "From $10/mo",
        "summary": "From $10/mo. Clipia offers four monthly subscription plans from $10 to $115, with credits, model access, storage, and generation concurrency increasing by tier."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "kirah_local_services",
      "name": "Kirah Local Services",
      "url": "https://kirah.ai/ai-agents",
      "short_summary": "Discover Kirah businesses, browse published services, and check current availability through a safe, read-only MCP server. Kirah helps agents find bookable loc…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "From $49/mo",
        "summary": "From $49/mo. Kirah offers one early-access subscription plan at $49 per month with booking, calendar, client, and visibility features included."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "nvm",
      "name": "Nvm",
      "url": "https://mcp.staging.novamynd.com/",
      "short_summary": "provides cognitive tools and assessments through MCP protocol",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "NovaMynd advertises free MCP access and a separate subscription for all tools and advanced features, but provides no public paid pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "ai_agent_hub",
      "name": "Ai Agent Hub",
      "url": "https://smithery.ai/server/justuncase1210-del/ai-agent-hub",
      "short_summary": "\"Pay-per-call micro-APIs for AI agents: web queries, storage, and 8 utility services (CSV conversion, UUID generation, QR codes, etc.), billed via x402 USDC.\"",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as You Go plan with usage-based RPC charges after credits are consumed, and custom pricing for enterprise features."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "worldsite",
      "name": "Worldsite",
      "url": "https://smithery.ai/server/sornkan/worldsite",
      "short_summary": "Publish static websites to Cloudflare Workers over Streamable HTTP MCP. Free tools: publish_website, upload_url, inspect. Paid x402 USDC on Base: claim ($1), c…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as You Go plan with usage credits, usage-based overages, and a custom enterprise option."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "aem_content_mcp",
      "name": "Aem Content",
      "url": "https://developer.adobe.com/internals/mcp-registry-web-app/mcp/aem-content-mcp",
      "short_summary": "An MCP server for connecting AI clients and agents with Adobe Experience Manager content.",
      "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."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "agentsmesh",
      "name": "Agentsmesh",
      "url": "https://agentsmesh.ai",
      "short_summary": "AI agent workforce platform enabling teams to assign tasks and track autonomous agent collaboration. Scales team productivity by deploying AI agent squads.",
      "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-orchestration-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "clawcode",
      "name": "Clawcode",
      "url": "https://github.com/crisandrews/ClawCode",
      "short_summary": "Plugin for Claude Code that adds persistent memory, personality, and multi-channel messaging (WhatsApp, Telegram, Discord, Slack, iMessage) to create stateful…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for ClawCode is shown; the referenced pricing page lists GitHub plans rather than ClawCode plans."
      },
      "home_niche": "agent-memory-systems",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "fim_one",
      "name": "Fim One",
      "url": "https://one.fim.ai",
      "short_summary": "Self-hosted agent platform connecting global SaaS and China enterprise systems (Feishu, WeCom, DingTalk, etc.) through a unified agent core. Supports any LLM,…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The homepage promotes a self-hosted platform with a \"Start Free\" call to action but provides no public plan prices or billing details."
      },
      "home_niche": "agent-orchestration-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "master_skill",
      "name": "Master Skill",
      "url": "https://master-skill.org",
      "short_summary": "Platform that distills 72+ industries into specialized AI agents. Each agent is trained on primary sources and expert decision-making patterns. Users can chat…",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "The service uses token-based pricing rather than a fixed monthly subscription, with typical questions costing approximately $0.05-$0.15 and 1000 points provided to new users."
      },
      "home_niche": "vertical-ai-agent-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "oneshot_agent",
      "name": "Oneshot Agent",
      "url": "https://docs.oneshotagent.com",
      "short_summary": "SDK and API platform enabling AI agents to take real-world actions (email, voice, commerce, research) with signed receipts, spend tracking, and pay-per-use USD…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "openlegion",
      "name": "Openlegion",
      "url": "https://openlegion.ai",
      "short_summary": "Production AI agent framework and platform for deploying autonomous multi-agent teams. Build AI employees for sales, content, research, engineering, and custom…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 62,
        "monthly_usd": 62,
        "headline": "From $62/mo",
        "summary": "From $62/mo. OpenLegion offers three monthly subscription plans from $62/mo to $296/mo, with increasing agent capacity, browser concurrency, credits, and team limits."
      },
      "home_niche": "agent-orchestration-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "ypipe",
      "name": "Ypipe",
      "url": "https://ypipe.com/",
      "short_summary": "A local desktop AI client and MCP orchestration engine for running offline models, connecting to databases and legacy systems, managing MCP tools, and executin…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The homepage JSON-LD lists Ypipe offers at $0.00, but provides no billing period or plan details."
      },
      "home_niche": "agent-orchestration-platform",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-agent-integration-platform",
  "summary": {
    "niche": "ai-agent-integration-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 (4 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": 4,
          "reliability": "low",
          "median": 10,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 4,
          "reliability": "low",
          "median": 64,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 199,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            29,
            50
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            199,
            600
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-agent-integration-platform"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-agent-integration-platform",
    "counts": {
      "listings_with_price_capture": 54,
      "listings_with_observed_public_price": 14,
      "providers_with_numeric_monthly_price_latest_scan": 10,
      "like_for_like_comparable_pairs": 9
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": -7.3,
        "driver": "clipia_mcp's \"Standard\" $29→$19 (-34%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 10,
        "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": "ai_agent_hub",
            "usd": 10
          },
          {
            "provider": "clipia_mcp",
            "usd": 10
          },
          {
            "provider": "worldsite",
            "usd": 10
          },
          {
            "provider": "swagger_petstore_mcp",
            "usd": 29
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49.5,
        "provider_count": 6,
        "plan_observation_count": 7,
        "data_confidence": 0.47,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.35,
          "provider_count": 6,
          "plan_observation_count": 7
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "clipia_mcp",
            "usd": 29
          },
          {
            "provider": "composio_ai",
            "usd": 29
          },
          {
            "provider": "kirah_local_services",
            "usd": 49
          },
          {
            "provider": "nango",
            "usd": 50
          },
          {
            "provider": "swagger_petstore_mcp",
            "usd": 79
          },
          {
            "provider": "hyperfx_marketing_mcp",
            "usd": 99
          }
        ],
        "p25": 34,
        "p75": 71.75
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 199,
        "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": "clipia_mcp",
            "usd": 115
          },
          {
            "provider": "standin",
            "usd": 199
          },
          {
            "provider": "swagger_petstore_mcp",
            "usd": 199
          },
          {
            "provider": "hyperfx_marketing_mcp",
            "usd": 299
          },
          {
            "provider": "stackone",
            "usd": 600
          }
        ],
        "p25": 199,
        "p75": 299
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 54,
      "listings_with_observed_public_price": 14,
      "normalized_observations": 18,
      "comparable_providers": 10,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "free_or_zero": 3,
        "ambiguous_cadence": 4,
        "usage_not_monthly": 3
      }
    },
    "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": 3,
      "ambiguous_cadence": 4,
      "usage_not_monthly": 3
    },
    "billing_mix": {
      "free": 2,
      "freemium": 9,
      "subscription": 3
    },
    "free_tier_share": 0.79,
    "top_providers": [
      {
        "agent_id": "composio_ai",
        "name": "Composio",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "Free tier, then from $29/mo",
          "summary": "Free tier, then from $29/mo. Composio shows a $0 plan, a $29-per-month paid plan, and additional usage-rate amounts whose units are not specified."
        },
        "observed": true
      },
      {
        "agent_id": "github_composiohqcomposio_comp",
        "name": "Github Composiohqcomposio Comp",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing for Composio was observed in the supplied context."
        },
        "observed": false
      },
      {
        "agent_id": "stackone",
        "name": "Stackone",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 600,
          "monthly_usd": 600,
          "headline": "Free tier, then from $600/mo",
          "summary": "Free tier, then from $600/mo. StackOne offers a free Starter plan and a Team plan priced at $600 per month, with usage measured in credits per seat."
        },
        "observed": true
      },
      {
        "agent_id": "swagger_petstore_mcp",
        "name": "swagger-petstore-mcp",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "Free tier, then from $29/mo",
          "summary": "Free tier, then from $29/mo. MCPForge offers a free tier with 1,000 monthly requests and paid plans from $29/month to $199/month with increasing server, request, and team capabilities."
        },
        "observed": true
      },
      {
        "agent_id": "clipia_mcp",
        "name": "Clipia",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 10,
          "monthly_usd": 10,
          "headline": "From $10/mo",
          "summary": "From $10/mo. Clipia offers four monthly subscription plans from $10 to $115, with credits, model access, storage, and generation concurrency increasing by tier."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-agent-integration-platform"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-agent-integration-platform",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "composio_ai"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "composio_ai"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}