"Spec-WorkFlow documentation or implementation" matching MCP servers:

• Spec Workflow MCP

  kingkongshot

  A

  license

  B

  quality

  F

  maintenance

  An intelligent MCP server that helps development teams maintain high-quality project documentation by providing an AI-powered workflow for creating comprehensive specifications through requirements, design, and implementation documents.

  Updated a year ago (2025-08-11 15:11 UTC)

  1

  96

  127

  MIT

• Documentation MCP Server

  LiL-Loco

  A

  license

  A

  quality

  B

  maintenance

  Generates professional documentation for multi-language codebases with deep AST-based code analysis, supporting Docusaurus, MkDocs, and Sphinx frameworks. Includes API documentation generation, PDF export, OpenAPI spec generation, and sales-ready documentation for code marketplaces.

  Updated 8 months ago (2025-12-12 00:49 UTC)

  9

  MIT

• Documentation MCP

  syamai

  A

  license

  -

  quality

  D

  maintenance

  Analyzes codebases to automatically generate README, API docs, architecture diagrams, and CHANGELOG.

  Updated 7 months ago (2026-01-12 17:22 UTC)

  7

  MIT

• openapi-spec-mcp

  puelpan

  F

  license

  -

  quality

  D

  maintenance

  Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint search, detail retrieval, and schema exploration.

  Updated 10 months ago (2025-10-16 23:44 UTC)

  1

• 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

• 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

• OpenTelemetry Documentation

  ryu1maniwa

  A

  license

  A

  quality

  D

  maintenance

  Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.

  Updated a year ago (2025-08-13 05:10 UTC)

  2

  3

  Apache 2.0

• 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

• Spec Kit UI MCP

  imohuan

  A

  license

  A

  quality

  D

  maintenance

  交互式MCP服务器，通过可视化界面收集项目需求，自动生成Spec Kit 7条命令，专为Cursor编辑器优化。

  Updated 10 months ago (2025-10-04 09:45 UTC)

  6

  16

  6

  MIT

• Documentation MCP Server

  ThaLoc0one

  A

  license

  A

  quality

  B

  maintenance

  Generates professional documentation for multi-language projects with deep code analysis, supporting frameworks like Docusaurus, MkDocs, and Sphinx, including API docs, PDF export, and OpenAPI specifications.

  Updated 8 months ago (2025-12-12 01:12 UTC)

  9

  MIT

• Medusa.js Documentation MCP

  Alexcs24

  A

  license

  A

  quality

  D

  maintenance

  Provides AI assistants with instant access to comprehensive Medusa.js v2 documentation, enabling smart search, precise section retrieval, and complete browsing through 2,105+ documentation sections.

  Updated a year ago (2025-09-14 00:11 UTC)

  3

  8

  MIT

• Documentation MCP Server

  sagacious-satadru

  F

  license

  A

  quality

  D

  maintenance

  A server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.

  Updated a year ago (2025-04-12 16:06 UTC)

  1

  3

• 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
• 

  Vonage Documentation MCPofficial

  Vonage

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that provides AI assistants with access to Vonage API documentation, code snippets, tutorials, and troubleshooting resources.

  Updated 8 months ago (2025-12-15 02:10 UTC)

  Apache 2.0

• Documentation Fetcher & RAG

  mikkelkrogsholm

  F

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.

  Updated 8 months ago (2025-12-25 21:42 UTC)

• Nextcloud Developer

  Rello

  F

  license

  -

  quality

  C

  maintenance

  Provides MCP tools for searching, retrieving, and answering questions about indexed Nextcloud developer documentation from multiple sources.

  Updated a month ago (2026-07-07 10:50 UTC)

• Documentation MCP Server

  johnmathews

  F

  license

  -

  quality

  D

  maintenance

  Enables AI agents to search and query documentation from git repositories using hybrid search and structured metadata queries.

  Updated 6 days ago (2026-08-09 08:52 UTC)

  1

• Documentation MCP Server

  RandellB-Ritense

  F

  license

  -

  quality

  D

  maintenance

  Fetches GitHub PR and issue data server-side and combines it with a documentation template, providing formatted context to LLMs for automated documentation generation.

  Updated 8 months ago (2025-12-18 12:42 UTC)

• MCP Documentation Server

  mahawi1992

  F

  license

  -

  quality

  D

  maintenance

  A smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.

  Updated 2 years ago (2024-12-04 04:28 UTC)

  10

• web-ui-component-spec-mcp

  gcsebas99

  A

  license

  A

  quality

  D

  maintenance

  Provides AI coding assistants with on-demand access to component specs, test scenarios, accessibility requirements, and build guides from the Web UI Component Specification.

  Updated 3 months ago (2026-05-03 04:03 UTC)

  10

  MIT