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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

Knowledge & Memory

Storage, memory and knowledge management for agents.

5.4k records2896 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
memgraph-ingester-mcpMCP server
by Oleksii Usatov
Unknown

MCP tools for Memgraph graphs created by memgraph-ingester

Knowledge GraphsVector Search
pypi:memgraph-ingester-mcp · local packagepublished 5 mo ago
mem-forensics-mcpMCP server
by xtk
Unknown

Unified Memory Forensics MCP Server - Multi-tier engine (Rust + Python + Vol3)

Agent Memory
pypi:mem-forensics-mcp · local packagepublished 9 mo ago
memento-mcpMCP server
by Daniele Corrao
Unknown

The Autonomous Nervous System for AI Agents — local-first MCP middleware with temporal graph memory, active coercion, and proactive goal alignment.

DatabasesAgent MemoryKnowledge Graphs
pypi:memento-mcp · local packagepublished 4 mo ago
mem-brain-mcpMCP server
Unknown

MCP Server for Mem-Brain API - Exposes memory operations as MCP tools

Agent Memory
pypi:mem-brain-mcp · local packagepublished 8 mo ago
MemantoMCP serverMCP
by moorcheh-ai
Unknown

MCP server for Memanto - persistent semantic memory for any MCP-compatible agent

Agent Memory
pypi:memanto-mcp · local packagepublished 10 d ago
mem0-open-mcpMCP server
by Alex
Unknown

Open-source MCP server for mem0 - local LLMs, self-hosted, Docker-free

Agent Memory
pypi:mem0-open-mcp · local packagepublished 9 mo ago
mem0-mcp-serverMCP server
by Mem0
Unknown

Model Context Protocol server that exposes the Mem0 long-term memory API as tools

Agent Memory
pypi:mem0-mcp-server · local packagepublished 11 mo ago
mem0-mcp-for-pmMCP server
Unknown

MCP Server for mem0 project management integration

Agent Memory~100%
pypi:mem0-mcp-for-pm · local packagepublished 8 mo ago
mcp-zipMCP server
Unknown

Servidor MCP que comprime el contexto de tu agente de IA. Ahorra tokens, evita alucinaciones.

Agent Memory
pypi:mcp-zip · local packagepublished 4 mo ago
mcp-win-stdio-ragMCP server
by Mohan Kumar Indala
Unknown

Windows-optimized RAG MCP Server with Playwright crawling, Link Graph trees, and local hybrid search.

Vector SearchKnowledge GraphsBrowser AutomationWeb Scraping
pypi:mcp-win-stdio-rag · local packagepublished 5 d ago
mcp-vector-searchMCP server
Unknown

CLI-first semantic code search with MCP integration and interactive D3.js visualization for exploring code relationships

Vector Search~100%Reporting & DashboardsDatabases~68%Knowledge Graphs~62%
pypi:mcp-vector-search · local packagepublished 6 mo ago
mcp-ubergraph-queryMCP server
Unknown

MCP server for querying the Ubergraph biomedical ontology SPARQL endpoint

Knowledge GraphsDatabases~69%
pypi:mcp-ubergraph-query · local packagepublished 9 mo ago
mcp-think-toolMCP server
by Your Name
Unknown

An MCP server implementing the think tool for Claude and other LLMs

Reasoning & Planning~100%
pypi:mcp-think-tool · local packagepublished 2 y ago
mcp-thinkMCP server
by Don Kang
Unknown

An MCP server implementing the think tool for Claude and other LLMs

Reasoning & Planning~100%
pypi:mcp-think · local packagepublished 2 y ago
linksee-memoryMCP serverMCP
by michielinksee
Unknown

Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.

Agent Memory~100%
npm:linksee-memory · local package
cogito-mem (Cogi)MCP serverMCP
by meridian21lab
Unknown

Local long-term memory for Claude Code and other agents: every message kept word for word, no cloud.

Agent MemoryVector Search
pypi:cogito-mem · local packagepublished 5 d ago
mcp-super-memoryMCP server
Unknown

N:M Associative Memory System for LLM Agents

Agent Memory
pypi:mcp-super-memory · local packagepublished 8 mo ago
mcp-sqlite-memory-bankMCP server
Unknown

A dynamic, agent/LLM-friendly SQLite memory bank for MCP servers with semantic search capabilities.

Databases~100%Agent Memory~100%Banking~100%
pypi:mcp-sqlite-memory-bank · local packagepublished 17 mo ago
mcp-skillsetMCP server
Unknown

Dynamic RAG-powered skills for code assistants via Model Context Protocol

Vector SearchKnowledge Graphs
pypi:mcp-skillset · local packagepublished 8 mo ago
mcp-skillkitMCP server
Unknown

Dynamic RAG-powered skills for code assistants via Model Context Protocol

Vector SearchKnowledge Graphs
pypi:mcp-skillkit · local packagepublished 12 mo ago
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory