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Knowledge Graph Agent

Query this niche via MCPmarket_report({ query: "Knowledge Graph Agent", response_mode: "summary" })
active marketmarket pulse 46/100commercial money present0 new builders in 30d29 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$99/mo
2 providers · median of every priced plan point, all tiers · thin evidence
MCP servers · median
$99/mo
$27–$99 middle half · 3 providers · median of every priced plan point, all tiers · thin evidence

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $99
nessie · $54
robosystems · $99
MCP servers $99
grimoire · $10
Pharaoh So · $27
Ckg Nvidia Ai · $99
Pharaoh So · $99
Ckg Nvidia Ai · $299
$10
$25
$50
$100
$250
AgentsMCP serversshaded = middle half · line = median

All plans

7 priced
Providervs its cohort medianMonthly
grimoiremcp
$10 below
Pharaoh Somcp
$27 below
nessieagent
$54 below
robosystemsagent
$99 ~median
Ckg Nvidia Aimcp
$99 ~median
Pharaoh Somcp
$99 ~median
Ckg Nvidia Aimcp
$299 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Knowledge Graph Agent (latest observation 2026-10-15T03:43:03.005Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "knowledge-graph-agent",
  "parent_sector": "research-knowledge-work",
  "provider_type_pricing": {
    "slug": "knowledge-graph-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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      "median": 29,
      "p25": null,
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      "providers": 5
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    "by_provider_type": {
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        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
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        "providers": 3,
        "publishable": true,
        "confidence": "provisional"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
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  "crowding_level": "emerging",
  "observed_node_count": 3,
  "adjacent_niches": [
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    "document-qa-agent"
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  "market_pulse": {
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    "drivers": [
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    "price_move_30d_pct": null,
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    "entry_rate": 0,
    "alive_share": 1
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                "billing": "unspecified_period",
                "unit": "flat",
                "price": "quoted per engagement",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 7,
          "normalized_observations": 13,
          "comparable_providers": 5,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "ambiguous_cadence": 3,
            "usage_not_monthly": 8
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "pro": 0,
      "team_sme": 0,
      "enterprise": 2,
      "individual": 0
    },
    "billingMix": {
      "subscription": 2,
      "free": 2,
      "usage": 3,
      "freemium": 4
    },
    "freeTierShare": 0.55,
    "medianLowestUsd": 29
  },
  "movement": null,
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "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": "grimoire",
      "name": "Grimoire",
      "url": "https://www.ttrpg.bot/mcp",
      "short_summary": "turns TTRPG campaigns into structured, queryable databases and knowledge graphs for AI clients",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 10,
            "monthly_usd": 10,
            "commitment": "monthly",
            "basis": "$10/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Pro (annual billing)",
            "monthly_equivalent_native": 6.67,
            "total_native": 80
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$10 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$80 a year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Team",
              "price": "Contact us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free plan; paid from $10/mo; $6.67/mo equivalent billed annually",
        "summary": "Free plan; paid from $10/mo; $6.67/mo equivalent billed annually. Grimoire offers a permanent free tier, Pro at $10 per month with an $8 early-supporter price and an $80 annual option, and a forthcoming Team plan with contact pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "pharaoh_so",
      "name": "Pharaoh So",
      "url": "https://pharaoh.so/",
      "short_summary": "maps codebase architecture into a knowledge graph that AI agents can query to understand code dependencies, blast radius, and existing functions before making…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 27,
            "monthly_usd": 27,
            "commitment": "monthly",
            "basis": "$27/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$27/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro for organizations",
              "price": "$99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 27,
        "monthly_usd": 27,
        "headline": "Free plan; paid from $27/mo",
        "summary": "Free plan; paid from $27/mo. Pharaoh offers a free plan for one live repository, Pro at $27/mo, and an organization price of $99/mo."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "voidfeed",
      "name": "voidfeed",
      "url": "https://voidfeed.ai",
      "short_summary": "provides structured knowledge content for AI agent consumption",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Premium",
            "monthly_native": 0,
            "monthly_usd": null,
            "commitment": "monthly",
            "basis": "BTC 0/month",
            "billing_verified": true
          },
          "currency": "BTC",
          "notes": [
            "prices in BTC as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Free tier",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Premium",
              "price": "0.001 BTC (100,000 satoshis) for 30 days",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free plan; paid from BTC 0/mo",
        "summary": "Free plan; paid from BTC 0/mo. VoidFeed offers a free tier and premium access for 0.001 BTC (100,000 satoshis) for 30 days via Lightning Network."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ckg_nvidia_ai",
      "name": "Ckg Nvidia Ai",
      "url": "https://graphifymd.com",
      "short_summary": "NVIDIA AI developer stack as a traversable knowledge graph — 20 domains (NIM, NeMo, TensorRT-Triton, Isaac, Cosmos, DRIVE, Clara, Jetson, Riva, OpenShell and m…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Developer",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Developer",
              "price": "$29/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Sealed Appliance",
              "price": "$299/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free plan; paid from $29/mo",
        "summary": "Free plan; paid from $29/mo. Graphify offers a permanent free tier plus Developer at $29/mo, Pro at $99/mo, and Sealed Appliance at $299/mo."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "nessie",
      "name": "Nessie Labs",
      "url": "https://nessielabs.com/",
      "short_summary": "ingests and syncs AI conversation history from multiple tools and structures it into reusable context for users, teams, and agents",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Plus",
            "monthly_native": 28,
            "monthly_usd": 28,
            "commitment": "annual",
            "basis": "$28/month, billed annually (annual commitment)"
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Plus",
              "price": "$28 / mo",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Pro",
              "price": "$79 / mo",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Team",
              "price": "$80 / seat / month",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "annually"
            },
            {
              "name": "On-prem",
              "price": "Talk to us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 28,
        "monthly_usd": 28,
        "headline": "From $28/mo (annual commitment)",
        "summary": "From $28/mo (annual commitment). Nessie offers Plus at $28/month, Pro at $79/month, and Team at $80 per seat/month, with the listed self-serve prices billed yearly and custom pricing for On-prem."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "neural_graph_mapper",
      "name": "Neural Graph Mapper",
      "url": "https://neural-graph-mapper-mcp.vercel.app",
      "short_summary": "Neural Graph Mapper is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Transformador Semá…",
      "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": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "planetgraph",
      "name": "PlanetGraph",
      "url": "https://planetgraph.ai/",
      "short_summary": "provides AI-native graph database for storing and querying interconnected data with reasoning capabilities",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Write (Node / Edge)",
              "per": "per 1,000 write",
              "text": "$0.1 per 1,000 write"
            },
            {
              "line": "Read Property",
              "per": "per 10,000 read",
              "text": "$0.1 per 10,000 read"
            },
            {
              "line": "Write Property",
              "per": "per 10,000 write",
              "text": "$0.5 per 10,000 write"
            },
            {
              "line": "Query Execution",
              "per": "per 1,000 querie",
              "text": "$0.1 per 1,000 querie"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free starting tokens",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Write (Node / Edge)",
              "price": "~$0.10 / 1,000 writes",
              "kind": "usage_rate",
              "unit": "1,000 write",
              "billed": "usage"
            },
            {
              "name": "Read Property",
              "price": "~$0.10 / 10,000 reads",
              "kind": "usage_rate",
              "unit": "10,000 read",
              "billed": "usage"
            },
            {
              "name": "Write Property",
              "price": "~$0.50 / 10,000 writes",
              "kind": "usage_rate",
              "unit": "10,000 write",
              "billed": "usage"
            },
            {
              "name": "Query Execution",
              "price": "~$0.10 / 1,000 queries",
              "kind": "usage_rate",
              "unit": "1,000 querie",
              "billed": "usage"
            },
            {
              "name": "Property Purchase",
              "price": "Varies",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.1 per 1,000 write; $0.1 per 10,000 read (usage-based)",
        "summary": "$0.1 per 1,000 write; $0.1 per 10,000 read (usage-based). PlanetGraph uses pay-as-you-go token billing with 1,000 free starting tokens and operation-specific costs, while property purchases are priced by data owners."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "vineverse",
      "name": "Vineverse",
      "url": "https://vineverse.bible/mcp",
      "short_summary": "Bible knowledge graph: 31,102 verses, 341,289 cross references, people, places, themes.",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Bible MCP server",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The Bible MCP server is available for free with no key or installation required."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "autology",
      "name": "Autology",
      "url": "https://github.com/Curt-Park/autology",
      "short_summary": "Claude Code plugin that captures AI-assisted work decisions, conventions, and context into a shared, typed knowledge graph. Stores interlinked markdown nodes i…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for autology in the supplied homepage content."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "context_clue",
      "name": "Context Clue",
      "url": "https://context-clue.com/",
      "short_summary": "AI-driven knowledge management platform for engineering teams that transforms CAD files, ERP data, and technical documents into structured knowledge graphs. En…",
      "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": "atlan_activate_reimagining_dat",
      "name": "Atlan Activate Reimagining Dat",
      "url": "https://atlan.com/activate-2025",
      "short_summary": "Provides a metadata governance and context platform (data catalog, AI governance, data quality, talk-to-data) to make enterprise data fit-for-purpose for AI; t…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public Atlan pricing is shown in the supplied pages."
      },
      "home_niche": "ai-data-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "causal_agent",
      "name": "Causal Agent",
      "url": "https://github.com/Heyflyingpig/CausalAgent",
      "short_summary": "Multi-agent causal analysis system built on LangGraph. Automates causal structure learning, generates interactive causal graphs, and produces professional anal…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for CausalAgent is shown on the available homepage."
      },
      "home_niche": "autonomous-ai-research-lab",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "falkordb",
      "name": "Falkordb",
      "url": "https://www.falkordb.com/",
      "short_summary": "Graph database optimized for GraphRAG and agentic AI. Combines knowledge graphs with vector search to reduce hallucinations, enable persistent agent memory, an…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "STARTUP",
            "monthly_native": 73,
            "monthly_usd": 73,
            "commitment": "monthly",
            "basis": "$73/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "FREE",
              "price": "FREE",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "STARTUP",
              "price": "From $73/1GB/Month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "PRO",
              "price": "From $350/8GB/Month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "ENTERPRISE",
              "price": "Tailored Pricing",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 73,
        "monthly_usd": 73,
        "headline": "Free plan; paid from $73/mo",
        "summary": "Free plan; paid from $73/mo. FalkorDB offers a free plan, paid Startup and Pro plans from $73 and $350 per month respectively, and tailored Enterprise pricing."
      },
      "home_niche": "agent-memory-systems",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "flexible_graphrag_2",
      "name": "Flexible Graphrag 2",
      "url": "https://stevereiner.github.io/flexible-graphrag/",
      "short_summary": "Open-source platform for document processing, knowledge graph auto-building, hybrid search (vector, fulltext, graph), and AI chat. Supports 13 data sources, 10…",
      "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": "rag-pipeline-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "neo4j_aura_agent",
      "name": "Neo4j Aura Agent",
      "url": "https://neo4j.com/product/aura-agent",
      "short_summary": "Cloud platform for building and deploying AI agents grounded in knowledge graphs. Provides low/no-code tools for creating context-aware agents with GraphRAG ca…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "AuraDB Professional",
              "per": "per hour",
              "text": "$0.09 per hour"
            },
            {
              "line": "AuraDB Business Critical",
              "per": "per hour",
              "text": "$0.2 per hour"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "AuraDB Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "AuraDB Professional",
              "price": "$0.09 /GB/hour*",
              "kind": "usage_rate",
              "unit": "hour",
              "billed": "usage"
            },
            {
              "name": "AuraDB Business Critical",
              "price": "$0.20 /GB/hour*",
              "kind": "usage_rate",
              "unit": "hour",
              "billed": "usage"
            },
            {
              "name": "AuraDB Virtual Dedicated Cloud",
              "price": "Contact Us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.09 per hour; $0.2 per hour (usage-based)",
        "summary": "$0.09 per hour; $0.2 per hour (usage-based). Neo4j publicly lists a free AuraDB tier, usage-based Professional and Business Critical rates of $0.09 and $0.20 per GB/hour, and a contact-sales Virtual Dedicated Cloud plan."
      },
      "home_niche": "agent-builder-no-code",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "plasma_wiki",
      "name": "Plasma Wiki",
      "url": "https://github.com/plasma-ai/wiki",
      "short_summary": "Indexed knowledge bases with command-line tools for agents. Creates structured markdown wikis that agents can query to ground their work in project-specific kn…",
      "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 GitHub homepage or in the supplied context."
      },
      "home_niche": "enterprise-knowledge-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "qknow",
      "name": "Qknow",
      "url": "https://community.qknow.ai/",
      "short_summary": "Open-source enterprise AI agent construction platform. Enables knowledge graph, RAG, bot building, and knowledge Q&A for rapid deployment of intelligent soluti…",
      "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-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "stardog_ekg",
      "name": "Stardog Ekg",
      "url": "https://stardog.com/agentic-ai-knowledge-graph",
      "short_summary": "Enterprise knowledge graph platform that provides contextualized data understanding for AI agents. Connects fragmented enterprise data sources and enables grou…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Stardog Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Stardog Enterprise",
              "price": "Contact us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free plan; paid plans by quote",
        "summary": "Free plan; paid plans by quote. Stardog offers a free tier, while Enterprise pricing is provided on a contact-sales basis."
      },
      "home_niche": "enterprise-knowledge-platform",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/knowledge-graph-agent",
  "summary": {
    "niche": "knowledge-graph-agent",
    "sector": "research-knowledge-work",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $27/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 3,
          "reliability": "low",
          "median": 27,
          "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": [
            53.5,
            99
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            99,
            299
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "knowledge-graph-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/knowledge-graph-agent",
    "counts": {
      "listings_with_price_capture": 30,
      "listings_with_observed_public_price": 11,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "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": 29,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "robosystems",
            "usd": 29
          },
          {
            "provider": "ckg_nvidia_ai",
            "usd": 29
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 53.5,
        "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": "grimoire",
            "usd": 10
          },
          {
            "provider": "pharaoh_so",
            "usd": 27
          },
          {
            "provider": "nessie",
            "usd": 53.5
          },
          {
            "provider": "robosystems",
            "usd": 99
          },
          {
            "provider": "ckg_nvidia_ai",
            "usd": 99
          }
        ],
        "p25": 27,
        "p75": 99
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 249,
        "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": "pharaoh_so",
            "usd": 99
          },
          {
            "provider": "robosystems",
            "usd": 249
          },
          {
            "provider": "ckg_nvidia_ai",
            "usd": 299
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 30,
      "listings_with_observed_public_price": 11,
      "normalized_observations": 13,
      "comparable_providers": 5,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 3,
        "usage_not_monthly": 8
      }
    },
    "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": {
      "ambiguous_cadence": 3,
      "usage_not_monthly": 8
    },
    "billing_mix": {
      "subscription": 2,
      "free": 2,
      "usage": 3,
      "freemium": 4
    },
    "free_tier_share": 0.55,
    "top_providers": [
      {
        "agent_id": "grimoire",
        "name": "Grimoire",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 10,
              "monthly_usd": 10,
              "commitment": "monthly",
              "basis": "$10/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Pro (annual billing)",
              "monthly_equivalent_native": 6.67,
              "total_native": 80
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$10 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro (annual billing)",
                "price": "$80 a year billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Team",
                "price": "Contact us",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 10,
          "monthly_usd": 10,
          "headline": "Free plan; paid from $10/mo; $6.67/mo equivalent billed annually",
          "summary": "Free plan; paid from $10/mo; $6.67/mo equivalent billed annually. Grimoire offers a permanent free tier, Pro at $10 per month with an $8 early-supporter price and an $80 annual option, and a forthcoming Team plan with contact pricing."
        },
        "observed": true
      },
      {
        "agent_id": "pharaoh_so",
        "name": "Pharaoh So",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 27,
              "monthly_usd": 27,
              "commitment": "monthly",
              "basis": "$27/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$27/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro for organizations",
                "price": "$99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 27,
          "monthly_usd": 27,
          "headline": "Free plan; paid from $27/mo",
          "summary": "Free plan; paid from $27/mo. Pharaoh offers a free plan for one live repository, Pro at $27/mo, and an organization price of $99/mo."
        },
        "observed": true
      },
      {
        "agent_id": "voidfeed",
        "name": "voidfeed",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Premium",
              "monthly_native": 0,
              "monthly_usd": null,
              "commitment": "monthly",
              "basis": "BTC 0/month",
              "billing_verified": true
            },
            "currency": "BTC",
            "notes": [
              "prices in BTC as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Free tier",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Premium",
                "price": "0.001 BTC (100,000 satoshis) for 30 days",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free plan; paid from BTC 0/mo",
          "summary": "Free plan; paid from BTC 0/mo. VoidFeed offers a free tier and premium access for 0.001 BTC (100,000 satoshis) for 30 days via Lightning Network."
        },
        "observed": true
      },
      {
        "agent_id": "ckg_nvidia_ai",
        "name": "Ckg Nvidia Ai",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Developer",
              "monthly_native": 29,
              "monthly_usd": 29,
              "commitment": "monthly",
              "basis": "$29/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Developer",
                "price": "$29/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Sealed Appliance",
                "price": "$299/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "Free plan; paid from $29/mo",
          "summary": "Free plan; paid from $29/mo. Graphify offers a permanent free tier plus Developer at $29/mo, Pro at $99/mo, and Sealed Appliance at $299/mo."
        },
        "observed": true
      },
      {
        "agent_id": "nessie",
        "name": "Nessie Labs",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Plus",
              "monthly_native": 28,
              "monthly_usd": 28,
              "commitment": "annual",
              "basis": "$28/month, billed annually (annual commitment)"
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Plus",
                "price": "$28 / mo",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Pro",
                "price": "$79 / mo",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Team",
                "price": "$80 / seat / month",
                "kind": "base_subscription",
                "unit": "seat",
                "billed": "annually"
              },
              {
                "name": "On-prem",
                "price": "Talk to us",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 28,
          "monthly_usd": 28,
          "headline": "From $28/mo (annual commitment)",
          "summary": "From $28/mo (annual commitment). Nessie offers Plus at $28/month, Pro at $79/month, and Team at $80 per seat/month, with the listed self-serve prices billed yearly and custom pricing for On-prem."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "knowledge-graph-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "knowledge-graph-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "grimoire"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "grimoire"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

8 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
Grimoireturns TTRPG campaigns into structured, queryable databases and knowledge graphs for AI clients
mcp$10from / mo81.3% below88% livemcp81.3% below median88% live
Pharaoh Somaps codebase architecture into a knowledge graph that AI agents can query to understand code dependencies, blast radius, and existing functions before making…
mcp$27from / mo49.5% below88% livemcp49.5% below median88% live
Vvoidfeedprovides structured knowledge content for AI agent consumption
mcpFree tierpaid plans vary—100% livemcp100% live
Ckg Nvidia AiNVIDIA AI developer stack as a traversable knowledge graph — 20 domains (NIM, NeMo, TensorRT-Triton, Isaac, Cosmos, DRIVE, Clara, Jetson, Riva, OpenShell and m…
mcp$29from / mo45.8% below88% livemcp45.8% below median88% live
Nessie Labsingests and syncs AI conversation history from multiple tools and structures it into reusable context for users, teams, and agents
agent$28from / mo47.7% below88% liveagent47.7% below median88% live
VineverseBible knowledge graph: 31,102 verses, 341,289 cross references, people, places, themes.
mcpFreefree to use—100% livemcp100% live
OntoskillsDeterministic AI skill lookup via Rust MCP server and OWL 2 ontologies. Replaces probabilistic LLM skill discovery with O(1) SPARQL queries, eliminating token…
mcpFreefree to use—88% livemcp88% live
RobosystemsFinancial intelligence platform that transforms business data into knowledge graphs. Uses AI agents with MCP tools to analyze QuickBooks data and uncover opera…
mcp$29from / mo45.8% below88% livemcp45.8% 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.