MCP servers for documentation and knowledge bases: Notion, Confluence, wikis and library docs, so your AI assistant answers from real sources. 이 카테고리에 2,133 servers가 있습니다.
Provides a git-backed failure memory layer that lets AI agents search for evidence-rated debugging lessons by error text.
$claude mcp add misakanet -- uvx misakanet
Lets an AI client search Chinese communities, transcripts, and citation graphs, read documents, and track only what is new.
$claude mcp add omniseek -- uvx omniseek
Provides local evidence retrieval for code and research by indexing markdown, code, PDFs, and office files for AI agents.
$claude mcp add silica-core -- uvx silica-core
Gives AI clients accurate Unity API signatures, namespaces, class references, and deprecation warnings for Unity 2022, 2023, and 6.
$claude mcp add unity-api-mcp -- uvx unity-api-mcp
Provides local-first hybrid search over personal document folders using semantic vector similarity and keyword ranking.
$claude mcp add minirag-mcp -- uvx minirag-mcp
Gives AI agents a shared local knowledge graph to store, search, and hand off project context and decisions across sessions.
$claude mcp add kindex -- uvx kindex
Search federal rulemaking dockets, proposed and final rules, and public comments, and track open comment periods via the Regulations.gov API.
$claude mcp add regulations-gov-mcp -- uvx regulationsgov-mcp
Provides semantic search over a local knowledge base to let AI clients find relevant document passages without consuming context windows.
$claude mcp add cortex -- uvx cortex-local-rag
Lets an AI client analyze decompiled Android APKs in JADX, reading class source, manifests, resources, and cross-references.
Enables AI clients to perform agentic RAG with hybrid search, multimodal retrieval, and cited answers from local or cloud-hosted documents.
$claude mcp add haiku-rag -- uvx haiku-rag
Provides a PostgreSQL-native knowledge base for AI agents to read and write documents, tables, files, and a URI graph using hybrid search.
$claude mcp add akb -- npx -y akb-mcp
Builds a structural graph of codebases to help LLMs navigate entities, relationships, and flows without reading entire repositories.
$claude mcp add repo-graph -- uvx mcp-repo-graph
Converts PDFs, Office files, e-books, and 40+ other formats to Markdown and back, enabling AI assistants to read, search, and edit documents.
$claude mcp add all2md -- uvx all2md
Enables AI agents to search and ingest local documents like PDFs, notes, and spreadsheets using a private, local-first RAG engine.
$claude mcp add darwin -- uvx darwin-ragSearch federal rulemaking dockets, proposed and final rules, and public comments, and track open comment periods via Regulations.gov.
$claude mcp add regulations-gov-mcp -- uvx regulationsgov-mcp
Enables AI agents to search the Cities: Skylines II wiki, access in-game encyclopedia data, and manage local C# modding development workflows.
$claude mcp add cities2-mcp -- uvx cities2-mcp
Manages system specification artifacts like requirements, use cases, and risks using structured markdown files.
$claude mcp add biz-dfch-specmgr-1bfa76 -- uvx biz-dfch-specmgrManages system specification artifacts like requirements, use cases, and risks using structured markdown files.
$claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgrExposes a local Markdown vault to AI clients to provide durable memory and project context without sending the entire vault into the context.
$claude mcp add datacron -- uvx datacron
Lets an AI client load SEC EDGAR and XBRL filings and query statements, concepts, calculations, disclosures and prose.
$claude mcp add xbrlkit -- uvx xbrlkit