"Making API documentation usable for LLMs" matching MCP servers:

• llms-mcp

  druellan

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that exposes the llms.txt file and its referenced local or external resources from a project root to provide context for AI models. It automatically parses documentation links and URLs to make them accessible as additional MCP resources.

  Updated a year ago (2025-07-04 21:14 UTC)

  1

  MIT

• mcp-a2a-documentation

  martoc

  A

  license

  A

  quality

  A

  maintenance

  Search and retrieve Agent2Agent (A2A) protocol documentation using full-text search and section filtering.

  Updated 8 days ago (2026-08-06 13:15 UTC)

  2

  MIT

• Generate-documentation-MCP

  Paulosouzx

  A

  license

  A

  quality

  C

  maintenance

  MCP server for Claude Code that generates a documentation skeleton from Git repository changes, outputting a Markdown file with placeholders for AI analysis.

  Updated a month ago (2026-07-14 15:16 UTC)

  1

  MIT

• Node.js API Documentation MCP

  snyk-labs

  F

  license

  C

  quality

  D

  maintenance

  Enables querying Node.js API documentation, including searching for modules and listing all available modules with their methods.

  Updated 2 days ago (2026-08-12 08:42 UTC)

  38

  9

• MCP Spark Documentation Server

  martoc

  A

  license

  A

  quality

  A

  maintenance

  Provides full-text search and retrieval tools for Apache Spark documentation using SQLite FTS5 with BM25 ranking. It enables AI assistants to efficiently search, filter by section, and read specific Spark documentation pages.

  Updated 8 days ago (2026-08-06 13:15 UTC)

  2

  MIT

• oci-documentation-mcp-server

  jin38324

  A

  license

  A

  quality

  A

  maintenance

  Enables searching and reading OCI documentation using the Oracle Help Center Search API. Provides tools for finding relevant documentation URLs and reading page content.

  Updated 3 months ago (2026-05-20 09:55 UTC)

  2

  11

  MIT

• chezmoi-documentation-mcp

  llamakko

  A

  license

  A

  quality

  B

  maintenance

  Enables searching, reading, and listing pages from the official chezmoi documentation. Supports caching and Markdown conversion for LLM-friendly access.

  Updated 8 days ago (2026-08-07 00:23 UTC)

  4

  MIT
• 

  Cakemail API MCP Serverofficial

  cakemail

  A

  license

  B

  quality

  F

  maintenance

  An MCP server that provides AI agents with direct access to authoritative Cakemail API specifications, enabling accurate code generation and eliminating hallucination.

  Updated 10 months ago (2025-10-06 20:54 UTC)

  5

  10

  MIT

• Documentation Search MCP

  gemini2026

  A

  license

  C

  quality

  C

  maintenance

  A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.

  Updated 4 months ago (2026-04-07 04:48 UTC)

  23

  8

  MIT

• pancake-api-mcp

  pancake-vn

  A

  license

  A

  quality

  C

  maintenance

  Serves the Pancake API documentation to AI assistants, enabling them to search endpoints, retrieve full API contracts, webhook payloads, and guides without live API access.

  Updated 14 days ago (2026-07-31 10:39 UTC)

  7

  MIT

• lastminutedeals-api

  johnanleitner1-Coder

  A

  license

  A

  quality

  F

  maintenance

  Real-time last-minute tour and activity booking across 18 suppliers in 15 countries via the OCTO open standard. Search available slots, create Stripe checkout sessions, and check booking status.

  Updated 3 months ago (2026-05-05 02:35 UTC)

  4

  1

  MIT

• cronometer-api-mcp

  firaskudsy

  A

  license

  A

  quality

  B

  maintenance

  MCP server for Cronometer nutrition tracking using the mobile API. Enables food logging, nutrition data retrieval, diary management, and fasting tracking.

  Updated 8 days ago (2026-08-06 20:02 UTC)

  13

  MIT

• mcp-rest-api

  dkmaker

  A

  license

  A

  quality

  F

  maintenance

  A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment.

  Updated 4 months ago (2026-04-06 22:25 UTC)

  1

  100

  99

  MIT

• Documentation Manager

  arimxyer

  A

  license

  A

  quality

  C

  maintenance

  Comprehensive documentation lifecycle management powered by an MCP server. Automates documentation creation, maintenance, quality assessment, and synchronization for software projects.

  Updated 6 months ago (2026-01-31 22:52 UTC)

  8

  6

  MIT

• canvas-api-mcp

  JohannsenLum

  A

  license

  A

  quality

  A

  maintenance

  An MCP server for Canvas LMS that provides 15 curated tools for everyday student work and a gateway to reach every endpoint your Canvas instance exposes.

  Updated 2 days ago (2026-08-12 07:48 UTC)

  19

  2

  MIT
• 

  imagin-studio-api-docs-mcpofficial

  IMAGIN-studio

  A

  license

  A

  quality

  B

  maintenance

  Semantic search over IMAGIN.studio API documentation — CDN configuration, integration guides, and data point references.

  Updated 22 days ago (2026-07-23 13:16 UTC)

  1

  1

  Apache 2.0

• ANSA API MCP Server

  RufengLai

  A

  license

  A

  quality

  D

  maintenance

  Enables natural language search of ANSA Python API documentation, allowing AI to find relevant functions, signatures, and code examples for writing ANSA scripts.

  Updated 3 months ago (2026-05-15 02:35 UTC)

  1

  10

  MIT

• NodeJS API Docs MCP Server

  lirantal

  A

  license

  A

  quality

  B

  maintenance

  An MCP Server for Node.js API documentation

  Updated 5 days ago (2026-08-09 06:53 UTC)

  2

  53

  11

  Apache 2.0

• mcp-server-for-powershell

  danielklecha

  A

  license

  A

  quality

  C

  maintenance

  Unofficial Powershell MCP server

  Updated 7 months ago (2026-01-26 13:05 UTC)

  1

  MIT

• MCP Server for OSCAL

  awslabs

  A

  license

  A

  quality

  C

  maintenance

  Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

  Updated 2 months ago (2026-06-23 20:40 UTC)

  40

  51

  Apache 2.0