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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 records390 liveRefine in search →
agent-knowledgeMCP serverMCP
by keshrath
Unknown

Cross-session memory for AI agents - knowledge graph, scoring, semantic search

Knowledge Graphs~84%
npm:agent-knowledge · local package
Graph-MINDMCP serverMCP
by goyohan0611-png
Unknown

Local long-term memory shared by all your AI agents, kept word for word on your own PC.

Agent MemoryKnowledge Graphs~69%
pypi:graph-mind-memory · local packagepublished 7 d ago
repo2graphMCP serverMCP
by Srinivasan-78
Unknown

Ask a codebase a question, get back the source that answers it — every block cited to file:line.

Academic ResearchVector SearchCode Generation~75%Security Review~75%Knowledge Graphs~62%
pypi:repo2graph · local packagepublished 8 d ago
Capital Markets Knowledge Graph — apex routerMCP serverMCP
by allooloo.io
Unknown

MCP door of the Capital Markets Knowledge Graph reached from allooloo.io: five read-only tools, public-record only, no auth, served in the issuer's own jurisdiction.

Knowledge Graphs~100%
no endpoint declared
KeelMCP serverMCP
by angelkurten
Unknown

Per-tenant bitemporal context graph built from domain events, shared by agents via five tools.

Knowledge Graphs
oci:ghcr.io/angelkurten/keel:0.29.1 · local packagepublished 8 d ago
Brownfield CartographerMCP serverMCP
by Sanoy24
Unknown

Local impact and table, column and Airflow lineage for SQL, dbt, Python and TypeScript repos.

Security Review~75%Knowledge Graphs~62%
pypi:brownfield-cartographer · local packagepublished 6 d ago
MaxGraphMCP serverMCP
by RuMemory
Unknown

Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.

Agent Memory~85%Knowledge Graphs~84%
oci:ghcr.io/rumemory/maxgraph:0.36.0 · local package
Graphiti LocalMCP serverMCP
by renezander030
Unknown

Local-first temporal knowledge graph with six read-only MCP tools and human-reviewed writes.

Knowledge Graphs
pypi:graphiti-local · local packagepublished 8 d ago
code-factoryMCP serverMCP
by zrk222
Unknown

Read-only audit evidence for security, tests, native coverage, runtime failures and repair status.

Testing~100%Version Control~100%Code Generation~75%Code Review~64%3D & Design~64%
pypi:factoryline-code-factory · local packagepublished 6 d ago
Diavgis MCP server — Greek public procurementMCP serverMCP
by diavgis.gr
Unknown

Greek public-procurement data (Διαύγεια, ΚΗΜΔΗΣ, TED), normalized and linked into request→award→contract→payment lifecycle chains. Endpoint: https://mcp.diavgis.gr/mcp

Contracts & Legal~100%Knowledge Graphs~53%
no endpoint declared
ParticlesMCP serverMCP
by org.linkedparticles
Unknown

An append-only ledger of sourced, dated, confidence-scored claims your agent cites and you audit

Knowledge GraphsAcademic ResearchAgent MemoryVector SearchData Extraction~71%
pypi:linkedparticles · local packagepublished 6 d ago
Matt Artz Knowledge Graph MCP ServerMCP serverMCP
by www.mattartz.me
Unknown

Model Context Protocol server over the Matt Artz knowledge graph, streamable HTTP, read-only tools for search, listing, page and schema graphs, related content, post text, citations, and an interactive graph view. Anonymous.

Knowledge Graphs~100%
no endpoint declared
getissuerMCP serverMCP
by getissuer.ai
Unknown

MCP door of the Capital Markets Knowledge Graph reached from getissuer.ai: five read-only tools, public-record only, no auth, served in the issuer's own jurisdiction.

Knowledge Graphs~84%
no endpoint declared
CGIS Code GraphMCP serverMCP
by zaebee
Unknown

Code graph for AI agents: impact, call tracing in Python, TypeScript, Go; opt-in JSON and YAML keys

Code Review~100%Knowledge Graphs~100%Security Review~75%
pypi:codegraph-brain · local packagepublished 8 d ago
TorusMCP serverMCP
by sekhar14
Unknown

Stock research memory for Claude: theses, sourced claims and SEC filing alerts in a local graph

Knowledge GraphsMarkets & Trading
pypi:torus-kg · local packagepublished 8 d ago
SMRITI MemoryMCP serverMCP
by smriti-memcore
Unknown

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

Agent MemoryKnowledge GraphsVector Search
pypi:smriti-memcore · local packagepublished 9 d ago
QuipuMCP serverMCP
by scbrown
Unknown

Local knowledge graph memory for agents. SHACL rules refuse bad facts; SPARQL and time travel.

Knowledge Graphs~84%
oci:ghcr.io/scbrown/quipu:0.10.0 · local package
Turbo Quant MemoryMCP serverMCP
by Lexus2016
Unknown

Local-first memory and knowledge graph for coding agents. Compact retrieval, no network.

Vector SearchAgent Memory~100%Knowledge Graphs
pypi:turbo-quant-memory · local packagepublished 10 d ago
MitosMCP serverMCP
by dovahkiin-v
Unknown

Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.

Knowledge GraphsVector Search
pypi:mitos-adr · local packagepublished 12 d ago
graph-atlas-mcpMCP serverMCP
by darrenjrobinson
Unknown

Tracks documented and undocumented Microsoft Graph API schema changes, with an MCP Apps visualiser

Knowledge Graphs~100%
npm:graph-atlas-mcp · local package
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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