📚AI 知识库 MCP（Context7 / 文档检索）

smartfetch direct-URL fetch, smartsearch web discovery, smartcrawl sites, and docs export MCP.

Fiber laser parts knowledge: laser sources, cutting/welding heads, CNC controls, alarm codes.

Author, validate, edit, and render deterministic .zen design docs to PNG/PDF.

Runtime-level MCP server for Rails development: run code, read logs, query the DB, read docs.

Runtime-level MCP server for Phoenix development: run code, read logs, query the DB, read docs.

File conversion for AI agents: office docs, PDF to Word, video, and LLM-ready markdown via API.

Your team's knowledge, always in context. SOPs, coding standards, and workflows for Claude.

Trust-aware repository facts for agents: build, test, docs, license, and security, no scraping.

First production Authority-MCP. W3C VC attested by Jassverband Schweiz.

MCP server for GroupDocs.Comparison — compare, analyze, and inspect documents via AI agents.

Architecture intelligence, security analysis, and living docs. 13 Mermaid tools.

Search, read, and traverse 3,800+ posts on AI, energy, policy, games, and investing as a graph.

Diffbot MCP — Knowledge Graph company enrichment + web content extraction (diffbot.com)

Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

Provides programmatic access to Tiger Cloud services, databases, and documentation.

Search and read the StitchAPI docs: search_docs finds relevant sections, get_doc reads a page.

Versioned documentation registry and semantic search for AI tools and coding assistants.

Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.

Self-hosted git-native knowledge base with an MCP endpoint your AI reads, writes and rewinds

Api Docs Generator Ai MCP Server by MEOK AI Labs

Wavedash docs and workflow guidance for building and publishing browser games.

Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.

Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

Adaptive Flow Delivery: phases, gates, lexicon (free, sign in with your AFD Institute account).

Unofficial Partner Center REST API knowledge & codegen assistant (scenarios, auth, errors).

Local markdown notes: ranked + semantic search, tags, todos, and a wiki-link knowledge graph.

SignDocs Brasil e-signature tools for AI agents — signing sessions, envelopes, verification.

Make videos and docs with your AI agent — describe what you need, every output stays editable.

Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.

100% local MCP server for semantic code search: AST chunking, hybrid retrieval, code knowledge graph

Urban intelligence knowledge graph. Structured locality data for civic problem-solving.

Local knowledge graph memory MCP server for AI assistants.

An agent-first office suite your AI reads and writes over MCP.

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

The official Svelte MCP server providing docs and autofixing tools for Svelte development

Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.

MCP server for developer documentation, generated by doc2mcp.

Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.

Wiktionary MCP — multilingual dictionary via Wikimedia REST + MediaWiki Action API

Wikiquote MCP — sourced quotations

Wikidata SPARQL MCP — Wikidata Query Service

Wikidata MCP — wraps Wikidata API (wikidata.org/w/api.php)

DBpedia MCP — SPARQL + Lookup over Wikipedia-derived structured data

Offline, read-only MCP knowledge base for one Salesforce org's metadata, deps & impact.

Knowledge base for Claude Code with semantic search, feed intelligence, and teams

Graph-based memory system for LLMs with knowledge graphs and semantic search.