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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
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
vector-memoryMCP serverMCP
by NeerajG03
Unknown

Semantic document memory using Redis vector store. Save and recall files with natural language.

Vector SearchAgent Memory~100%
pypi:mcp-server-vector-memory · local packagepublished 12 mo ago
mcp-server-thothMCP server
Unknown

MCP server for persistent codebase memory with semantic search and development tracking

Vector Search~100%Agent MemoryReporting & Dashboards
pypi:mcp-server-thoth · local packagepublished 16 mo ago
mcp-server-smartsheet-rmMCP serverMCP
by christianclaudio
Unknown

MCP server for Smartsheet Resource Management (10,000ft API) time tracking and scheduling.

Calendar & SchedulingReasoning & Planning~68%
pypi:mcp-server-smartsheet-rm · local packagepublished 9 d ago
mcp-server-sharepointMCP server
Unknown

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

Knowledge Graphs~62%
pypi:mcp-server-sharepoint · local packagepublished 6 mo ago
mcp-server-rabelMCP server
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-qdrant-proMCP server
Unknown

MCP server for Qdrant vector database - supports personal memory management and enterprise GitHub codebase search. Extended from original mcp-server-qdrant package

Databases~100%Vector SearchAgent Memory
pypi:mcp-server-qdrant-pro · local packagepublished 11 mo ago
mcp-server-qdrant-memoryMCP server
by kakehashi
Unknown

MCP server for qdrant memory.

Vector SearchAgent Memory
pypi:mcp-server-qdrant-memory · local packagepublished 15 mo ago
mcp-server-oxigraphMCP server
Unknown

MCP server for PyOxigraph

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

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

EmailCalendar & SchedulingKnowledge Graphs~62%
pypi:mcp-server-outlook · local packagepublished 3 mo ago
mcp-server-openfdaMCP server
by Umang Jani
Unknown

MCP server exposing openFDA pharmacovigilance data (FAERS adverse events, drug labels, drug recalls, ROR signal detection) as structured tools for Claude and other MCP-compatible clients.

Agent Memory~100%Product Analytics~100%
pypi:mcp-server-openfda · local packagepublished 16 d ago
mcp-server-ogpMCP server
Unknown

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

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

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

Knowledge GraphsDatabases
pypi:mcp-server-neo4j · local packagepublished 1 y ago
mcp-server-microsoft-tasksMCP server
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~62%
pypi:mcp-server-microsoft-tasks · local packagepublished 6 mo ago
mcp-server-mas-sequential-thinkingMCP server
Unknown

MCP Agent Implementation for Sequential Thinking

Reasoning & Planning~100%
pypi:mcp-server-mas-sequential-thinking · local packagepublished 2 y ago
mcp-server-loreMCP server
by magublafix
Unknown

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

Knowledge Graphs~84%
pypi:mcp-server-lore · local packagepublished 3 mo ago
mcp-server-falkordbMCP server
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
Sequential Thinking Working NotesMCP serverMCP
by arben-adm
Unknown

Local working notes, decisions, evidence and resumable sessions with SQLite persistence.

Notes & Docs~100%Reasoning & Planning~100%
pypi:mcp-sequential-thinking · local packagepublished 18 d ago
mcp-rolling-memoryMCP server
by Rolling Memory Contributors
Unknown

对话记忆搜索 MCP Server — 自动导入 Claude Code / WorkBuddy / Pi 对话,FTS5 全文搜索 + BGE-M3 语义搜索,开箱即用

Agent MemoryVector Search
pypi:mcp-rolling-memory · local packagepublished 6 mo ago
mcp-rlm-serverMCP server
Unknown

Infinite memory for Claude Code - MCP server inspired by MIT RLM paper

Agent Memory
pypi:mcp-rlm-server · local packagepublished 1 mo ago
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Aliases

knowledge, memory