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 records395 liveRefine in search →
mcp-graph-engineMCP serverMCP
by utilitydelta
Unknown

A graph database and analysis tool for AI assistants via MCP

Knowledge Graphs
pypi:mcp-graph-engine · local packagepublished 9 mo ago
mcp-genelabMCP serverMCP
Unknown

MCP server for querying the NASA GeneLab Knowledge Graph with specialist tools for differential gene expression, DNA methylation, and organism abundance analyses (per-assay and cross-assay), plus DE/DM overlap detection, volcano and Venn plotting, session-scoped resource-based plot delivery, and AL…

Knowledge Graphs~100%Version Control~83%
pypi:mcp-genelab · local packagepublished 14 d ago
Facebook PublisherMCP serverMCP
by anthonyjbolo
Unknown

Safe Facebook Pages publishing with brand-voice, image-required & anti-duplication checks.

Social Media~75%Knowledge Graphs~62%
pypi:mcp-fb-publisher · local packagepublished 6 mo ago
mcp-curiosity-engineMCP serverMCP
by onetrueclaude-creator
Unknown

Surface the notes you forgot you wrote — DMN replay for markdown vaults.

Notes & DocsKnowledge GraphsAgent Memory
pypi:mcp-curiosity-engine · local packagepublished 7 mo ago
mcp-contradiction-checkMCP serverMCP
by onetrueclaude-creator
Unknown

Find where your notes disagree — contradiction detection for markdown vaults.

Notes & DocsKnowledge Graphs
pypi:mcp-contradiction-check · local packagepublished 7 mo ago
mcp-context-graphMCP serverMCP
by MCP Context Graph Team
Unknown

A zero-dependency, in-memory graph database providing a memory layer for local AI agents with AST-based dependency tracking and Token-Level Provenance via Source Maps.

Knowledge GraphsDatabases~79%
pypi:mcp-context-graph · local packagepublished 9 mo ago
mcp-codebase-oracleMCP serverMCP
by MCP Codebase Oracle Contributors
Unknown

🔮 MCP sunucusu — Herhangi bir codebase'i analiz et, mimariyi çıkar, etki analizi yap

Version Control~75%Knowledge Graphs~62%
pypi:mcp-codebase-oracle · local packagepublished 7 mo ago
mcp-caste-cypherMCP serverMCP
Unknown

MCP server for converting caste CSV data to Neo4j Cypher queries using Gemini AI

Version Control~100%Knowledge GraphsDocument Conversion~84%Filesystem~80%Databases~79%
pypi:mcp-caste-cypher · local packagepublished 10 mo ago
mcp-blackboard-graphMCP serverMCP
Unknown

MCP server for multi-agent coordination via shared graph - nodes with messages, notes, and status

Knowledge Graphs~100%Agent Orchestration~91%
pypi:mcp-blackboard-graph · local packagepublished 9 mo ago
better-code-review-graphMCP serverMCP
by n24q02m
Unknown

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Code Review~100%Knowledge Graphs
pypi:better-code-review-graph · local packagepublished 3 d ago
mcp-arangodb-asyncMCP serverMCP
by PCfVW
Unknown

Async MCP server for ArangoDB: 46 tools for graphs, queries, and multi-tenancy.

Knowledge GraphsDatabases
pypi:mcp-arangodb-async · local packagepublished 9 mo ago
mcp-agentmemoryMCP serverMCP
by Jens Rehpöhler
Unknown

A specialized MCP server that tracks your Python development sessions, errors, fixes, and coding patterns using a persistent knowledge graph. This helps you build a searchable database of your development learnings, solutions, and insights.

Knowledge Graphs~100%Filesystem~80%
pypi:mcp-agentmemory · local packagepublished 14 mo ago
mcp-agent-graphMCP serverMCP
Unknown

MCP Agent Graph - Python SDK for Agent Development Framework

Knowledge GraphsCode Documentation~85%Packages & Dependencies~77%
pypi:mcp-agent-graph · local packagepublished 13 mo ago
mcp-agensgraph-memoryMCP serverMCP
Unknown

AgensGraph knowledge-graph memory MCP server (entities, relations, observations).

Agent MemoryKnowledge GraphsDatabases~85%
pypi:mcp-agensgraph-memory · local packagepublished 1 mo ago
mcp-agensgraph-data-modelingMCP serverMCP
Unknown

AgensGraph data-modeling MCP server (validate models, generate ingest/constraint Cypher, Arrows/Mermaid).

Knowledge GraphsVersion Control~75%
pypi:mcp-agensgraph-data-modeling · local packagepublished 1 mo ago
mcp-agensgraph-cypherMCP serverMCP
Unknown

AgensGraph Cypher MCP server (schema introspection + read/write Cypher tools).

Knowledge GraphsDatabases~79%
pypi:mcp-agensgraph-cypher · local packagepublished 1 mo ago
mcp-agensgraph-commonMCP serverMCP
Unknown

Shared core for the AgensGraph MCP servers (config, connection, results, safety, transport).

Knowledge Graphs
pypi:mcp-agensgraph-common · local packagepublished 1 mo ago
mareana-outlook-mcp-serverMCP serverMCP
Unknown

Microsoft Outlook MCP Server for sending emails with attachments via Microsoft Graph API

EmailKnowledge Graphs~100%Identity & Access~84%Filesystem~80%CI/CD & Deploy~78%
pypi:mareana-outlook-mcp-server · local packagepublished 10 mo ago
m365-service-comms-mcpMCP serverMCP
Unknown

Read-only Model Context Protocol (MCP) server for the Microsoft Graph Service Communications API — exposes M365 service health and Message Center posts to AI agents.

Identity & Access~100%Knowledge Graphs~100%
pypi:m365-service-comms-mcp · local packagepublished 6 mo ago
m365-mcpMCP serverMCP
Unknown

Microsoft 365 MCP server for Outlook, Calendar, and OneDrive with multi-account support

EmailCalendar & SchedulingKnowledge Graphs~100%Version Control~75%
pypi:m365-mcp · local packagepublished 13 mo ago
← Previouspage 52 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