We count page visits with Google Analytics to see which pages are read. Nothing is stored until you accept, and we never store search queries. Privacy.

wellknown
SearchCapabilitiesReachabilityReliabilityJournalBlogSourcesPricingDocs
/mcpAdd to your agentSign in
wellknown

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

Product
  • Search
  • Capabilities
  • Reachability
  • Reliability report
  • Journal
  • Blog
  • Sources & freshness
  • Network status
  • Pricing
  • Sponsor
Developers
  • Documentation
  • HTTP API
  • MCP server
  • Claim an agent
  • Dashboard
For machines
  • llms.txt
  • openapi.json
  • agent-card.json
  • sitemap.xml
  • About our crawler
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 →
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
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 5 mo ago
rag-agent-mcpMCP serverMCP
Unknown

RAG Agent - MCP Server for LightRAG

Vector Search~100%Knowledge Graphs~84%Terminal & Shell~83%Databases~81%
pypi:rag-agent-mcp · local packagepublished 11 mo ago
pyTigerGraph-mcpMCP serverMCP
Unknown

Model Context Protocol (MCP) server for TigerGraph

DatabasesKnowledge Graphs
pypi:pytigergraph-mcp · local packagepublished 7 mo ago
pyscope-mcpMCP serverMCP
by pyscope-mcp contributors
Unknown

MCP server exposing Python function- and module-level call graphs for agentic coding over any Python repo.

Knowledge Graphs~100%Security Review~75%
pypi:pyscope-mcp · local packagepublished 6 mo ago
pydocs-mcpMCP serverMCP
Unknown

Local, version-aware code & docs search with hybrid retrieval and reference graphs for your AI coding agent, accelerated with Rust

Code DocumentationDatabases~100%Documentation Lookup~100%Knowledge Graphs~100%Code Generation~92%
pypi:pydocs-mcp · local packagepublished 1 mo ago
propaths-mcpMCP serverMCP
by ProPaths
Unknown

MCP server for the ProPaths verified protein-interactome API.

Knowledge Graphs~79%
pypi:propaths-mcp · local packagepublished 2 mo ago
projectmind-mcpMCP serverMCP
by Mykola Riabokon
Unknown

Give your AI coding assistant a brain: persistent memory, hybrid code search, AI-authored annotations, and an AST symbol graph — 100% local MCP server, no API keys.

Agent Memory~100%Knowledge Graphs~100%
pypi:projectmind-mcp · local packagepublished 8 d ago
projectbrain-mcpMCP serverMCP
Unknown

Surgical AST Context Compiler, Closed-World Dossier & Anchor Patch Engine for AI Coding Agents (-75% to -88% tokens)

Knowledge Graphs~100%Vector Search~83%Writing & Editing~80%
pypi:projectbrain-mcp · local packagepublished 8 d ago
pluck-mcpMCP serverMCP
Unknown

MCP server for Pluck — query your knowledge graph from Claude Desktop, Cursor, and other MCP clients

Vector Search~85%Knowledge Graphs~84%
pypi:pluck-mcp · local packagepublished 7 mo ago
pdbe-mcp-serverMCP serverMCP
Unknown

A Model Context Protocol (MCP) server for accessing PDBe (Protein Data Bank in Europe) structural biology data and services

Version Control~100%Deep Web ResearchDatabases~79%Packages & Dependencies~77%Knowledge Graphs~76%
pypi:pdbe-mcp-server · local packagepublished 18 d ago
paperlib-mcpMCP serverMCP
Unknown

Paper Library MCP - 文献管理与检索 MCP 服务器

Vector Search~100%Databases~85%Knowledge Graphs~84%Version Control~75%Cloud Platforms~73%
pypi:paperlib-mcp · local packagepublished 10 mo ago
paperless-ngx-mcpMCP serverMCP
by Agent Connector SDK Contributors
Unknown

Paperless-ngx API + MCP Server

Knowledge Graphs~79%
pypi:paperless-ngx-mcp · local packagepublished 3 d ago
outlook-personal-mcpMCP serverMCP
by Brian Bass
Unknown

MCP server giving an LLM read-only access to a personal Outlook.com mailbox via Microsoft Graph.

EmailIdentity & Access~100%Knowledge Graphs~100%
pypi:outlook-personal-mcp · local packagepublished 5 mo ago
outlook-multi-tenant-mcpMCP serverMCP
Unknown

MCP server for Microsoft Outlook / Microsoft Graph mail (delegated and application permissions)

EmailKnowledge Graphs~100%
pypi:outlook-multi-tenant-mcp · local packagepublished 26 d ago
outlook-mcpMCP serverMCP
Unknown

MCP server for Microsoft Outlook integration to manage emails, calendar events, and contacts

EmailCalendar & SchedulingKnowledge Graphs
pypi:outlook-mcp · local packagepublished 16 mo ago
Outlook MCPMCP serverMCP
by mpalermiti
Unknown

Microsoft Outlook personal accounts: mail, calendar, contacts, to-do, drafts (72 tools).

EmailCalendar & SchedulingKnowledge Graphs~62%
pypi:outlook-graph-mcp · local packagepublished 19 h ago
← Previouspage 46 of 70Next →
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