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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 →
tigergraph-mcpMCP serverMCP
Unknown

Model Context Protocol (MCP) server for TigerGraph

DatabasesKnowledge Graphs
pypi:tigergraph-mcp · local packagepublished 21 d ago
threexb-mcpMCP serverMCP
Unknown

MCP server for 3XB Web Entity Intelligence — score any person or org from live web data

Knowledge GraphsEvaluation & Benchmarks~100%
pypi:threexb-mcp · local packagepublished 6 mo ago
thought-mcpMCP serverMCP
by Richard Barrett
Unknown

THOUGHT — Temporal Hierarchical Object Union & Graph Hybrid Toolkit. A local MCP memory server with bi-temporal graph + vector + temporal layers, a query router, and a consolidation engine.

Vector SearchAgent MemoryKnowledge Graphs
pypi:thought-mcp · local packagepublished 6 mo ago
thesrc-mcpMCP serverMCP
Unknown

MCP connector for The Source. Self-contained REST client for api.thesrc.ai.

Knowledge GraphsInvoice Processing
pypi:thesrc-mcp · local packagepublished 3 mo ago
aictrl MCP serverMCP serverMCP
by aictrl.dev
Unknown

Remote MCP server (Streamable HTTP, OAuth 2.1) for engineering teams that use AI coding agents: start and monitor delivery workflows, run AI code review on an exact pull-request revision, list findings and record verdicts, query the repository knowledge graph and manage the backlog.

Code Review~100%Version ControlKnowledge Graphs~100%
no endpoint declared
synapps-mcpMCP serverMCP
Unknown

Code intelligence MCP server — indexes codebases into a queryable graph of symbols, call chains, and relationships

Databases~100%Knowledge Graphs~100%Version Control~75%
pypi:synapps-mcp · local packagepublished 7 mo ago
spatial-memory-mcpMCP serverMCP
by arman-tech
Unknown

Spatial bidirectional persistent memory MCP server for LLMs - vector-based semantic memory as a navigable landscape

Vector SearchAgent MemoryKnowledge Graphs~84%
pypi:spatial-memory-mcp · local packagepublished 8 mo ago
smriti-kaal-mcpMCP serverMCP
Unknown

Model Context Protocol server for Smriti — Temporal AI Memory for Claude, Cursor, VS Code, and Windsurf

Agent Memory~100%Knowledge GraphsVersion Control~75%CI/CD & Deploy~73%
pypi:smriti-kaal-mcp · local packagepublished 27 d ago
skill-graph-mcpMCP serverMCP
by Julian Saks
Unknown

Knowledge graph + vector search for AI agent skill discovery

Vector SearchKnowledge GraphsFilesystem~80%
pypi:skill-graph-mcp · local packagepublished 8 mo ago
siemens-graph-studio-mcp-serverMCP serverMCP
by Boris Shalumov
Unknown

An MCP server for Altair Graph Studio (AGS) providing intelligent SPARQL query capabilities via the Model Context Protocol.

Version Control~100%Knowledge Graphs
pypi:siemens-graph-studio-mcp-server · local packagepublished 5 mo ago
serp-mcpMCP serverMCP
by Liran Yoffe
Unknown

Google SERP MCP server with fingerprint rotation

Web Search~100%Knowledge Graphs~84%Web Scraping~83%Version Control~75%CI/CD & Deploy~69%
pypi:serp-mcp · local packagepublished 10 mo ago
seosiri-semantic-entity-mcpMCP serverMCP
Unknown

A sovereign, local-first MCP server for named entity extraction, Wikidata disambiguation, sameAs schema linking, and Knowledge Graph triple construction.

Knowledge Graphs~100%
pypi:seosiri-semantic-entity-mcp · local packagepublished 3 mo ago
KG-SSOTMCP serverMCP
by marciocar
Unknown

Verifiable knowledge graphs: validate and store .kg.yaml and .kg.json under the KG-SSOT contract.

Knowledge Graphs
pypi:kg-ssot · local packagepublished 19 h ago
robokop-mcpMCP serverMCP
by Chris Bizon
Unknown

MCP server for ROBOKOP Knowledge Graph - query biomedical knowledge graph for nodes, edges, and relationships

Knowledge GraphsTranslationVersion Control~83%
pypi:robokop-mcp · local packagepublished 13 mo ago
remembril-mcpMCP serverMCP
Unknown

MCP server for Remembril - change impact tracking, ripple effects, Graphify bridge, and autonomous coding loop

Knowledge Graphs~84%
pypi:remembril-mcp · local packagepublished 6 mo ago
rekall-mcpMCP serverMCP
by jfr992
Unknown

Persistent memory for AI assistants via MCP

Vector Search~100%Agent MemoryKnowledge Graphs~84%Cloud Platforms~81%Version Control~75%
pypi:rekall-mcp · local packagepublished 17 d ago
recollect-mcpMCP serverMCP
Unknown

MCP server for Recollect

Agent Memory~100%Databases~79%Knowledge Graphs~79%
pypi:recollect-mcp · local packagepublished 3 mo ago
rbt-mcp-serverMCP serverMCP
Unknown

MCP Server for Graphiti memory and document chunking with intelligent Markdown processing.

Version Control~100%Knowledge Graphs~100%
pypi:rbt-mcp-server · local packagepublished 13 mo ago
razumhub_lightrag_mcpMCP serverMCP
by RazumHub
Unknown

MCP Server for LightRAG (RazumHub fork with HTTPS support and JWT auto-renewal)

Knowledge Graphs~100%Terminal & Shell~83%
pypi:razumhub_lightrag_mcp · local packagepublished 5 mo ago
RAWThinkMCP serverMCP
by ygtalp
Unknown

Persistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph.

Agent Memory~100%Knowledge GraphsVector Search~75%
pypi:rawthink-mcp · local packagepublished 3 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