📚AI 知识库 MCP（Context7 / 文档检索）

Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes.

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

Fast per-repo documentation indexer and full-text search MCP server for codebases.

MCP server for AgentDocs (agentdocs.eu): read, search, write, comment on & share Markdown docs.

Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agents via MCP.

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

Curated GitHub repo corpus with DaVinci insights. Featured=deep analysis; Overview=orientation.

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

MCP server for Freshdesk — tickets, contacts, companies, agents, groups, and knowledge base.

93 tools: finance, weather, news, travel, knowledge, SEO. 27 free + 66 paid via USDC x402.

Model Context Protocol server for the UniProt protein knowledgebase.

MCP server for UI5 Web Components for React - Developer documentation and API assistance

Public read-only discovery tools for GST Cranes marketplace, wanted ads, and Crane Wiki.

Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.

Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, no card.

Google Workspace MCP server for Gmail, Calendar, Drive, Docs, Sheets, Slides, Contacts, and more

MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes

Generate PDF, Word (.docx) and PowerPoint (.pptx) documents from Markdown over MCP.

Parse PDF/Word/PPT/HTML to Markdown; tables as JSON, image extraction, RAG chunking, page ranges.

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

MCP server for web search, content extraction, academic research, and library docs.

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

Markdown-first MCP server for Notion API with 8 composite tools and 39 actions.

Search and read the Free Battery Factory docs (LiteShip, batpak) as live MCP tools.

MCP server exposing Dify knowledge base retrieval to Cursor and other MCP clients

Search and save to your Purl read-it-later knowledge base from any MCP client.

The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.

Build & manage Genudo AI agents for any messaging channel — pipelines, integrations, knowledge.

Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

Tree-structured knowledge base as an MCP server

MCP server for stocksense-ai documentation, generated by doc2mcp.

Auto, manual, or hybrid docs that never fall out of sync.

Search everything you save: YouTube, articles, podcasts, PDFs, Notion, Obsidian. API key or OAuth.

Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usage, keys & orders

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

Incorporate a Delaware C-Corp from your agent — docs, cofounder e-sign, human-reviewed filing.

Search and read the public Applivery docs (MDM & app distribution). Read-only, no auth.

Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.

Expert-curated knowledge, brand, research & earnings intelligence — 31 tools, 220+ graphs.

Host an agent's pages at clean, permanent URLs. Publish, organize, edit, search and re-find docs.