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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.PrivacyTermsv0.1 · early network
Capabilities/Knowledge & Memory/knowledge.knowledge-graph

Knowledge Graphs

Graph-structured knowledge.

1.4k records392 liveRefine in search →
kernal-mcpMCP serverMCP
by pintomatic
Unknown

Graph-native memory for AI agents: a knowledge graph built from conversation, via MCP.

Knowledge Graphs~84%
npm:kernal-mcp · local package
mcp-serverMCP serverMCP
by GabrielaHdzMicrosoft
Unknown

An MCP server that provides visual memory and context storage with knowledge graph capabilities

Knowledge Graphs~84%
npm:visual-memory-context-server · local package
kgMCP serverMCP
by nnar1o
Unknown

Local knowledge graph memory MCP server for AI assistants.

Knowledge Graphs~84%
no endpoint declared
gppMCP serverMCP
by mahabubul470
Unknown

Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting

Knowledge Graphs~84%
no endpoint declared
understand-quicklyMCP serverMCP
by looptech-ai
Unknown

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

Knowledge Graphs~84%
npm:@looptech-ai/understand-quickly-mcp · local package
lensprMCP serverMCP
by kyrylopr
Unknown

Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.

Knowledge GraphsRefactoring
pypi:lenspr · local packagepublished 8 mo ago
KIPMCP serverMCP
by ldclabs
Unknown

Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.

Knowledge Graphs~84%
npm:@ldclabs/kip-mcp-server · local package
codebase-synapseMCP serverMCP
by iwiels
Unknown

Indexes codebase into a local knowledge graph with 40+ AI tools and codebase-guard.

Knowledge Graphs~84%
npm:codebase-synapse · local package
PostgramMCP serverMCP
by ivo-toby
Unknown

Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.

Knowledge Graphs~84%
oci:ghcr.io/ivo-toby/postgram@sha256:29b61fb302bd52862b8eba43305ee2aa4fc072d5f9188652f1fe6324f49d5391 · local package
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 3 mo ago
dagpipeMCP serverMCP
by devilsfave
Unknown

Crash-proof LLM pipelines. Resumes from failure without a database.

CI/CD & DeployCRM & Sales~100%Agent OrchestrationKnowledge Graphs~62%
pypi:dagpipe-core · local packagepublished 8 mo ago
america-law-graphMCP serverMCP
by edgardomunoznajar
Unknown

Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citation graph, MCP.

Knowledge Graphs~100%
npm:america-law-graph · local package
Knowledge Graph RDBMSMCP serverMCP
by cunicopia-dev
Unknown

A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.

DatabasesKnowledge Graphs
pypi:knowledge-graph-rdbms · local packagepublished 4 mo ago
cruxible-coreMCP serverMCP
by cruxible-ai
Unknown

Deterministic decision engine with receipts. Define rules in YAML, query a graph, get proof.

Invoice ProcessingKnowledge Graphs
pypi:cruxible-core · local packagepublished 8 mo ago
memwrightMCP serverMCP
by bolnet
Unknown

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

DatabasesAgent MemoryKnowledge GraphsAgent Orchestration
pypi:memwright · local packagepublished 7 mo ago
AttestorMCP serverMCP
by bolnet
Unknown

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Vector SearchAgent MemoryKnowledge GraphsAgent OrchestrationDatabases
pypi:attestor · local packagepublished 5 mo ago
project-knowledge-mcpMCP serverMCP
by batook22
Unknown

Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.

Knowledge Graphs~84%
npm:project-knowledge-mcp · local package
GrayMatterMCP serverMCP
by angelnicolasc
Unknown

Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.

Knowledge Graphs~84%
no endpoint declared
ZikkaronMCP serverMCP
by amanhij
Unknown

Biologically-inspired persistent memory engine for Claude Code MCP agents

Agent MemoryKnowledge Graphs
pypi:zikkaron · local packagepublished 7 mo ago
TalamusMCP serverMCP
by ampres-ai
Unknown

Local-first, source-grounded memory that survives AI agent sessions.

Agent Memory~100%Knowledge GraphsVector Search
pypi:talamus · local packagepublished 2 mo ago
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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