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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 records391 liveRefine in search →
mcp-setup-assistMCP serverMCP
Unknown

An MCP setup assistant package

Knowledge Graphs~84%Packages & Dependencies~77%
pypi:mcp-setup-assist · local packagepublished 2 mo ago
mcp-server-sharepointMCP serverMCP
Unknown

MCP server for SharePoint document libraries with audit-preserving checkout/checkin.

Packages & Dependencies~79%Version Control~78%Knowledge Graphs~62%
pypi:mcp-server-sharepoint · local packagepublished 5 mo ago
mcp-server-rabelMCP serverMCP
Unknown

RABEL - Recidive Active Brain Environment Layer. Local-first AI memory with semantic search, graph relations, and soft pipelines. Now with Remote Mode for cross-machine AI communication!

Vector Search~100%Agent MemoryKnowledge Graphs
pypi:mcp-server-rabel · local packagepublished 10 mo ago
mcp-server-oxigraphMCP serverMCP
Unknown

MCP server for PyOxigraph

Knowledge Graphs
pypi:mcp-server-oxigraph · local packagepublished 1 y ago
mcp-server-outlookMCP serverMCP
Unknown

MCP server for Microsoft 365 Outlook (mail + calendar) with audit-preserving drafts and never-auto-send.

EmailCalendar & SchedulingVersion Control~78%Knowledge Graphs~62%
pypi:mcp-server-outlook · local packagepublished 3 mo ago
mcp-server-ogpMCP serverMCP
Unknown

OGP (Open Graph Protocol) information extraction server for Model Context Protocol (MCP)

Social Media~100%Web ScrapingKnowledge Graphs~100%
pypi:mcp-server-ogp · local packagepublished 17 mo ago
mcp-server-neo4jMCP serverMCP
by MCP Team
Unknown

一个提供Neo4j数据库操作功能的Model Context Protocol服务器

DatabasesKnowledge Graphs
pypi:mcp-server-neo4j · local packagepublished 1 y ago
mcp-server-microsoft-tasksMCP serverMCP
Unknown

MCP server for Microsoft Tasks (Planner + To Do, unified) — read-only by default, writes opt-in, never modifies tasks the agent didn't create.

Tasks & To-doKnowledge Graphs~100%Version Control~78%
pypi:mcp-server-microsoft-tasks · local packagepublished 5 mo ago
mcp-server-loreMCP serverMCP
by magublafix
Unknown

A typed, linked knowledge graph for AI coding agents — MCP server

Agent Memory~85%Knowledge Graphs~84%
pypi:mcp-server-lore · local packagepublished 2 mo ago
mcp-server-falkordbMCP serverMCP
by Rob Barrie
Unknown

MCP server for FalkorDB — exposes graph query and management tools to LLM agents

Databases~100%Knowledge Graphs
pypi:mcp-server-falkordb · local packagepublished 7 mo ago
M3 MemoryMCP serverMCP
by skynetcmd
Unknown

Local-first, cloud-friendly memory — 100+ tools, 99.2% LongMemEval-S retrieval@8, hybrid search.

Vector SearchAgent Memory~100%Knowledge GraphsAgent OrchestrationDatabases
pypi:m3-memory · local packagepublished 4 d ago
repo-graphMCP serverMCP
by James-Chahwan
Unknown

Structural graph map of any codebase so LLMs navigate by structure, not guesswork.

Knowledge Graphs
pypi:mcp-repo-graph · local packagepublished 28 d ago
mcp-proto-oknMCP serverMCP
Unknown

MCP server for querying FRINK SPARKQL endpoints, a project by the NSF Prototype Open Knowledge Network (Proto-OKN) program.

Knowledge Graphs~100%
pypi:mcp-proto-okn · local packagepublished 8 mo ago
mcp-ontology-annotatorMCP serverMCP
Unknown

MCP server for mapping biomedical text to standardized ontology terms

Knowledge Graphs~100%Packages & Dependencies~86%CI/CD & Deploy~76%
pypi:mcp-ontology-annotator · local packagepublished 8 mo ago
mcp-nexmemMCP serverMCP
by NexMem Contributors
Unknown

NexMem: Shared Agent Memory for Teams — a plug-and-play MCP memory server with pluggable database backends

Databases~100%Agent MemoryKnowledge Graphs
pypi:mcp-nexmem · local packagepublished 7 mo ago
mcp-neo4j-memoryMCP serverMCP
by neo4j-contrib
Unknown

MCP Neo4j Knowledge Graph Memory Server

Agent Memory~100%Knowledge Graphs~100%
pypi:mcp-neo4j-memory · local packagepublished 8 mo ago
mcp-neo4j-lexical-graphMCP serverMCP
Unknown

MCP server for creating rich lexical graphs from PDFs in Neo4j. Supports multiple parse modes (pymupdf, docling, page-image), pluggable chunking strategies, document versioning, and structural verification.

Vector SearchKnowledge GraphsPresentations~85%
pypi:mcp-neo4j-lexical-graph · local packagepublished 4 mo ago
mcp-neo4j-ingestMCP serverMCP
Unknown

Structured CSV data ingestion MCP server for Neo4j

Knowledge GraphsSpreadsheets
pypi:mcp-neo4j-ingest · local packagepublished 6 mo ago
mcp-neo4j-graphragMCP serverMCP
by Jean-Marc Guerin
Unknown

A unified Neo4j MCP server for GraphRAG: vector search, fulltext search, search-augmented Cypher queries, write operations, and multimodal image retrieval

Vector SearchKnowledge Graphs
pypi:mcp-neo4j-graphrag · local packagepublished 4 mo ago
mcp-neo4j-entity-graphMCP serverMCP
Unknown

MCP server for extracting entities from text chunks and creating entity graphs in Neo4j. Supports 100+ LLM providers via LiteLLM.

Data Extraction~100%Knowledge GraphsVector Search
pypi:mcp-neo4j-entity-graph · local packagepublished 4 mo ago
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Aliases

knowledge graph, graph, neo4j, ontology, entities

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