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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/Knowledge & Memory/knowledge.knowledge-graph

Knowledge Graphs

Graph-structured knowledge.

447 records99 liveRefine in search →
rag-knowledge-graph-mcpMCP serverMCP
by CSOAI-ORG
Unknown

Rag Knowledge Graph MCP Server by MEOK AI Labs

Vector Search~100%Knowledge Graphs~100%
pypi:rag-knowledge-graph-mcp · local packagepublished 3 mo ago
forensic-deepdiveMCP serverMCP
by Dhevenddra
Unknown

Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.

Knowledge Graphs~84%
pypi:forensic-deepdive · local packagepublished 1 mo ago
flyto-indexerMCP serverMCP
by ChesterHsu
Unknown

Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.

Knowledge Graphs~100%Code Generation~75%
pypi:flyto-indexer · local packagepublished 1 mo ago
tokennukeMCP serverMCP
by BigJai
Unknown

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

Knowledge Graphs~100%
pypi:codemunch-pro · local packagepublished 6 mo ago
SchemaBrainMCP serverMCP
by Arun-kc
Unknown

The trust and intelligence layer between AI agents and your database.

DatabasesKnowledge Graphs
pypi:schemabrain · local packagepublished 3 mo ago
OmniSeekMCP serverMCP
by Battam1111
Unknown

Your agent seeks what search can't find. A self-hosted perception MCP server.

Speech RecognitionWeb ScrapingVector SearchKnowledge Graphs~62%
oci:ghcr.io/battam1111/omniseek:v0.2.0 · local packagepublished 21 d ago
genesys-memoryMCP serverMCP
by Astrix-Labs
Unknown

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

Agent MemoryKnowledge Graphs~62%
pypi:genesys-memory · local packagepublished 2 mo ago
blast-scopeMCP serverMCP
by Atharva-Jayappa
Unknown

Contextual blast-radius scoring for shell commands an AI agent is about to run

Terminal & ShellKnowledge Graphs~62%
pypi:blast-scope · local packagepublished 29 d ago
beever-atlasMCP serverMCP
by Beever-AI
Unknown

Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.

Knowledge Graphs~84%
oci:ghcr.io/beever-ai/beever-atlas:0.3.0 · local package
Waggle-mcpMCP serverMCP
by Abhigyan-Shekhar
Unknown

Persistent graph-backed conversational memory for AI agents.

Agent MemoryKnowledge Graphs
pypi:waggle-mcp · local packagepublished 4 mo ago
lociMCP serverMCP
by 3M1RY33T
Unknown

Scoped memory for coding agents: picks the right project, answers in scope, or abstains.

Agent MemoryKnowledge GraphsVector Search
pypi:loci-mem · local packagepublished 12 h ago
Java All Call Graph ServerMCP serverMCP
by Adrninistrator
Unknown

MCP server for Java call graph generation, static analysis, method chains & config management

Knowledge Graphs~100%
no endpoint declared
mcpMCP serverMCP
by info.mosaique
Unknown

Search and list latest international news (sources, comments, knowledge graph).

Knowledge Graphs~84%
https://mcp.mosaique.info
Reality Graph Verification ToolsMCP serverMCP
by dev.realitygraph
Unknown

Read-only AI coding tools for change verification, release readiness, capacity, and guidance.

Knowledge Graphs~69%
https://realitygraph.dev/api/mcp
Spectral — verified-knowledge oracleMCP serverMCP
by com.seespectral
Unknown

Cross-check a factual claim against a verified knowledge graph before you assert it. Never guesses.

Knowledge Graphs~84%
https://mcp.seespectral.com/mcp
vault-knowledgeMCP serverMCP
by com.seanwinslow
Unknown

Read-only MCP over a vault's typed knowledge graph: concept search, contradictions, article fetch.

Secrets Management~100%Knowledge Graphs~84%
npm:@swins/vault-knowledge-mcp · local package
GraqleMCP serverMCP
by com.graqle
Unknown

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

Knowledge GraphsReasoning & PlanningRefactoringAgent OrchestrationSecurity Review~75%
pypi:graqle · local packagepublished 1 mo ago
growmosMCP serverMCP
by com.codician
Unknown

Living knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.

Knowledge GraphsAgent Memory
pypi:growmos · local packagepublished 20 d ago
BizVerifyAgentA2AMCP
by BizVerify
Unknown

Verify business registrations, search entities, and check good standing from the current official registry record across US states and international jurisdictions.

Knowledge Graphs~94%
https://api.bizverify.co/mcp
GrimoireMCP serverMCP
by bot.ttrpg
Unknown

Manage TTRPG campaigns: NPCs, locations, factions, quests, sessions, lore, and knowledge graphs.

Knowledge Graphs~84%
https://api.ttrpg.bot/mcp
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Machine query
GET /api/v1/search?capability=knowledge.knowledge-graph&status=live
Aliases

knowledge graph, graph, neo4j, ontology, entities

Also in Knowledge & Memory
  • Agent Memory
  • Reasoning & Planning