Documentation MCP servers

Token-efficient access to Go package documentation and types without reading entire source files.

Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

Self-hosted team docs with live Prometheus charts. Read, write and query your docs over MCP.

Search and read the docs and examples of react-three-fiber, drei, zustand, jotai... from your agent

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

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

Search CometChat documentation and get curated implementation bundles for adding real-time chat, voice, video and moderation to apps.

Crawl documentation sites into local Markdown or JSONL corpora and serve them with offline BM25 search, page reads, freshness checks and crawl diffs.

Cross-session memory and hybrid RAG over your notes and docs. Local-first, with cited answers.

Integration with VictoriaLogs APIs and documentation for working with logs and debugging VictoriaLogs instances.

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.

MCP server for Google Docs integration with OAuth2 and service account support.

Self-hosted documentation indexer that serves docs from various sources to agents with semantic search.

Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs

MCP server for Tyler Forge™ web component library documentation

Exposes the MDMA spec (interactive Markdown applications with mounted components), authoring prompts, package metadata and live docs.

Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.

An MCP server that gives your AI access to the source code and docs of all public github repos

Task management for people and AI agents, with scoped OAuth access to issues, projects, and docs.

Search the Wraps docs and estimate AWS SES costs. Public, read-only, no authentication.

Official MCP server for esa.io - a documentation sharing service for teams

MCP server for accessing curated awesome list documentation

Provides AI assistants with direct access to Mapbox developer APIs and documentation.

Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cloud terms) and produce signable DOCX files.

Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)

Analyze React code locally and generate docs or llm.txt for a whole project at once.

Access Mastercard Developers APIs, documentation, and API specifications through MCP.

MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM primitives.

AI-powered search and querying of the Vercel AI SDK documentation.

Draft decision docs, turn meetings into async artifacts, and triage sync vs async in your editor.

MCP server for Help Scout with full read coverage and opt-in write support: conversations, customers, organizations, reports, metadata, and Docs through a compact gateway tool surface.

Memory, docs, and repo context layer for engineering agents.

An MCP implementation that provides search functionality for the Powertools for AWS Lambda documentation across multiple runtimes.

MCP Server for AntV visualization libraries development, which provides documentation context and examples for visualization developers.

MCP server for querying and retrieving Qiskit documentation, guides, and API references

Query UniFi API docs (Network, Protect, Site Manager and more): endpoint search, field-level schemas and code examples. Docs only, no controller access.

Laravel documentation aggregator: multi-version core docs, services, packages, learning paths.

Search and read Rust documentation for the standard library and any crate on crates.io

Framework-aware Starwind UI v3 tools for Astro and React setup, components, docs, and migration.

Extract llms.txt from any docs site - Mintlify Docusaurus GitBook parser

Maven Central dependency intelligence: bulk version comparison, stability filtering, dependency age analysis, release patterns and Context7 upgrade guidance.

Deterministic documentation-drift detection: validates a project's docs against its code, with stable finding codes and suggested fixes. Read-only.

Read-only MCP for Electrik Slate: Blade component docs, blocks gallery, source, and llms.txt.

Make Markdown documentation searchable: loads it into SQLite or PostgreSQL with keyword search and optional pgvector hybrid semantic search.

Local-first Bilibili MCP server for video metadata, subtitles and structured transcripts, chapters, popular comments, and optional local ASR fallback. Published on npm as `@xzxzzx/bilibili-mcp` with bilingual documentation.

Rails development skills, docs, and workflows exposed through MCP stdio.