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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 records2892 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
vector-memory-mcpMCP server
Unknown

A secure, vector-based memory server for Claude Desktop using sqlite-vec and sentence-transformers

DatabasesVector SearchAgent Memory~100%
pypi:vector-memory-mcp · local packagepublished 9 mo ago
vector-knowledge-graph-mcpMCP serverMCP
by CSOAI-ORG
Unknown

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

Vector SearchKnowledge Graphs
pypi:vector-knowledge-graph-mcp · local packagepublished 5 mo ago
VaylMCP serverMCP
by ac12644
Unknown

Reconciling memory for AI agents: a changed fact retires the old value, with history and approval.

Agent Memory
pypi:vayl-mcp · local packagepublished 17 d ago
vala-fi-mcpMCP server
by Vala-Fi
Unknown

MCP server for Vala-Fi — query company relationships from SEC filings directly from Claude, Cursor, or any MCP client

Knowledge Graphs
pypi:vala-fi-mcp · local packagepublished 8 mo ago
usda-mcpMCP server
by Ahmed
Unknown

MCP server exposing a USDA-accurate food database with deterministic macro math — no hallucinated nutrition numbers.

Reasoning & Planning~68%
pypi:usda-mcp · local packagepublished 3 mo ago
universal-memory-mcpMCP server
Unknown

A Model Context Protocol server for searchable local storage of AI conversation history — Claude, ChatGPT, Cursor, and custom formats

Agent MemoryDatabases
pypi:universal-memory-mcp · local packagepublished 3 mo ago
unforget-mcpMCP server
Unknown

MCP server for Unforget — long-term memory for Claude Code, Cursor, and any MCP client

Agent Memory
pypi:unforget-mcp · local packagepublished 7 mo ago
tuskpoint-mcpMCP server
by TuskPoint
Unknown

TuskPoint: a verifiable LangGraph checkpointer backed by Walrus decentralized storage, with semantic recall via MemWal. Drop-in MCP plugin: 'uvx tuskpoint-mcp'.

Agent Memory~100%
pypi:tuskpoint-mcp · local packagepublished 5 mo ago
trw-mcpMCP server
Unknown

Engineering memory MCP server for Claude Code — patterns, gotchas, and project knowledge that persist across sessions

Agent Memory~100%Agent Orchestration
pypi:trw-mcp · local packagepublished 27 d ago
tremula-mcpMCP server
by Firsak
Unknown

Self-maintaining code memory for AI coding agents: an Obsidian-compatible knowledge graph of your codebase, served over MCP and auto-curated from your work sessions.

Notes & DocsAgent MemoryKnowledge Graphs
pypi:tremula-mcp · local packagepublished 5 mo ago
travel-planning-mcpMCP server
Unknown

A travel planning intelligent agent MCP server with budget calculation, attraction recommendations, and itinerary generation

Travel & BookingReasoning & Planning
pypi:travel-planning-mcp · local packagepublished 10 mo ago
totem-mcpMCP server
by Emiliano Gandini Outeda
Unknown

Persistent memory layer for engineering agents

Agent Memory~85%
pypi:totem-mcp · local packagepublished 1 mo ago
TokenKnowsMCP serverMCP
by johnnywuj81
Unknown

Distill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted

Knowledge Graphs
pypi:tokenknows-mcp · local packagepublished 5 mo ago
timem-mcpMCP server
Unknown

TiMEM MCP Server - Model Context Protocol server for TiMEM Engine

Agent Memory
pypi:timem-mcp · local packagepublished 3 mo ago
timeless-memory-mcpMCP server
by chenwei
Unknown

Timeless Memory - 個人記憶與知識圖譜系統(FTS5 + BM25/Jieba + Gemini Vector Search)

Agent MemoryTeam Chat~60%
pypi:timeless-memory-mcp · local packagepublished 7 mo ago
tigergraph-mcpMCP server
Unknown

Model Context Protocol (MCP) server for TigerGraph

DatabasesKnowledge Graphs
pypi:tigergraph-mcp · local packagepublished 1 mo ago
tibet-voice-cache-mcpMCP server
Unknown

MCP server for tibet-voice-cache — give any AI client persistent voice conversation memory

Agent Memory~100%
pypi:tibet-voice-cache-mcp · local packagepublished 7 mo ago
threexb-mcpMCP server
Unknown

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

Knowledge GraphsEvaluation & Benchmarks~66%
pypi:threexb-mcp · local packagepublished 6 mo ago
thought-mcpMCP server
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
think-mcp-serverMCP server
Unknown

thinkthinking's mcp server

Reasoning & Planning
pypi:think-mcp-server · local packagepublished 2 y ago
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Aliases

knowledge, memory