Knowledge Graph Agent

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  "parent_sector": "research-knowledge-work",
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    "provider_type_methodology_published_at": "2026-07-31",
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      "short_summary": "turns TTRPG campaigns into structured, queryable databases and knowledge graphs for AI clients",
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        "monthly_usd": 5,
        "headline": "Free tier, then from $5/mo",
        "summary": "Free tier, then from $5/mo. Grimoire offers a permanent free tier, a Pro plan at $5 per month under its founders' rate, and a Team plan listed as coming soon with contact-based 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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 27,
        "monthly_usd": 27,
        "headline": "Free tier, then from $27/mo",
        "summary": "Free tier, then from $27/mo. Pharaoh offers a free plan with 8 core tools and a Pro plan at $27/month with all 16 tools and additional code analysis features."
      },
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "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": {
        "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. 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": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 28,
        "monthly_usd": 28,
        "headline": "From $28/mo",
        "summary": "From $28/mo. 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": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "PlanetGraph uses pay-as-you-go pricing based on data access, with 1,000 free tokens to start and operation costs shown as usage examples."
      },
      "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": "unknown",
        "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
    },
    {
      "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 price found on the vendor site."
      },
      "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 in the supplied repository content."
      },
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 73,
        "monthly_usd": 73,
        "headline": "Free tier, then from $73/mo",
        "summary": "Free tier, then 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": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed for Neo4j Aura Agent; the linked pricing page lists AuraDB database plans instead."
      },
      "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": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "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": {
        "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": "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
          ]
        }
      ],
      "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": 8,
      "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": "ckg_nvidia_ai",
            "usd": 29
          },
          {
            "provider": "robosystems",
            "usd": 29
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 53.5,
        "provider_count": 5,
        "plan_observation_count": 7,
        "data_confidence": 0.4,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.35,
          "provider_count": 5,
          "plan_observation_count": 7
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "grimoire",
            "usd": 5
          },
          {
            "provider": "pharaoh_so",
            "usd": 27
          },
          {
            "provider": "nessie",
            "usd": 53.5
          },
          {
            "provider": "ckg_nvidia_ai",
            "usd": 99
          },
          {
            "provider": "robosystems",
            "usd": 99
          }
        ],
        "p25": 27,
        "p75": 99
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 274,
        "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": 249
          },
          {
            "provider": "ckg_nvidia_ai",
            "usd": 299
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 30,
      "listings_with_observed_public_price": 8,
      "normalized_observations": 13,
      "comparable_providers": 5,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "usage_not_monthly": 4,
        "ambiguous_cadence": 2
      }
    },
    "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": {
      "usage_not_monthly": 4,
      "ambiguous_cadence": 2
    },
    "billing_mix": {
      "usage": 2,
      "freemium": 4,
      "subscription": 2
    },
    "free_tier_share": 0.5,
    "top_providers": [
      {
        "agent_id": "endiagram",
        "name": "endiagram",
        "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."
        },
        "observed": false
      },
      {
        "agent_id": "grimoire",
        "name": "Grimoire",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 5,
          "monthly_usd": 5,
          "headline": "Free tier, then from $5/mo",
          "summary": "Free tier, then from $5/mo. Grimoire offers a permanent free tier, a Pro plan at $5 per month under its founders' rate, and a Team plan listed as coming soon with contact-based pricing."
        },
        "observed": true
      },
      {
        "agent_id": "pharaoh_so",
        "name": "Pharaoh So",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 27,
          "monthly_usd": 27,
          "headline": "Free tier, then from $27/mo",
          "summary": "Free tier, then from $27/mo. Pharaoh offers a free plan with 8 core tools and a Pro plan at $27/month with all 16 tools and additional code analysis features."
        },
        "observed": true
      },
      {
        "agent_id": "voidfeed",
        "name": "voidfeed",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free tier + paid plans (price not published)",
          "summary": "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": {
          "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. Graphify offers a permanent free tier plus Developer at $29/mo, Pro at $99/mo, and Sealed Appliance at $299/mo."
        },
        "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": "endiagram"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "endiagram"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}