"Documentation server for Ansible, NixOS, and programming languages" matching MCP servers:

• mcp-nixos

  utensils

  A

  license

  A

  quality

  B

  maintenance

  MCP-NixOS is a Model Context Protocol server that provides real-time, accurate information about NixOS packages, options, Home Manager, and nix-darwin configurations, preventing AI assistants from hallucinating about NixOS resources and enabling them to deliver factual system configuration guidance.

  Last updated 2026-06-24

  2

  736

  MIT

• NixOS MCP Server

  DanielRamosAcosta

  F

  license

  B

  quality

  F

  maintenance

  Enables searching and retrieving NixOS configuration options using the official NixOS search API. It provides detailed metadata including option types, default values, and descriptions with full support for paginated results.

  Last updated 2026-01-15

  2

  1

• Competitive Programming Mentor

  SAMI-CODEAI

  F

  license

  B

  quality

  C

  maintenance

  Provides 23 modular tools for competitive programming, including problem analysis, algorithm planning, code generation, verification, testing, code review, and learning assistance.

  Last updated 2026-06-29

  23

• ansible-mcp-server

  washyu

  A

  license

  C

  quality

  F

  maintenance

  Enables AI assistants to manage infrastructure using Ansible and Terraform with 58 tools for playbooks, provisioning, security scanning, and more.

  Last updated 2025-05-27

  87

  7

  MIT

• Ansible MCP Server

  vsl8

  F

  license

  -

  quality

  B

  maintenance

  Enables AI assistants to manage Ansible infrastructure, including inventories, playbooks, roles, and advanced troubleshooting with self-healing capabilities.

  Last updated 2026-06-30

• ansible-galaxy-mcp

  fabiendupont

  F

  license

  A

  quality

  C

  maintenance

  An MCP server that lets AI agents discover Ansible Galaxy collection input/output contracts, including module arguments, return values, and role facts, to help generate accurate playbooks.

  Last updated 2026-06-20

  6

• mcp-zen-of-languages

  Anselmoo

  A

  license

  -

  quality

  B

  maintenance

  Enables AI assistants and developers to analyze code for language-specific best practices and idiomatic patterns across programming languages, CI automation, and configuration formats.

  Last updated 2026-06-29

  2

  MIT

• MCP Ansible Server

  bsahane

  F

  license

  -

  quality

  F

  maintenance

  Enables comprehensive Ansible automation management through natural language, including playbook creation and execution, inventory management, role scaffolding, and project workflows. Supports both local inventories and full project lifecycle management with syntax validation and idempotency testing.

  Last updated 2025-10-14

  27

• Ansible MCP Server

  tarnover

  A

  license

  C

  quality

  F

  maintenance

  This Model Context Protocol server enables AI assistants to interact directly with Ansible, allowing them to execute playbooks, manage inventory, check syntax, and perform other Ansible operations.

  Last updated 2026-02-19

  18

  26

  MIT

• ansible-know-mcp

  leogallego

  A

  license

  -

  quality

  B

  maintenance

  Module discovery, documentation search, and skill generation for AI agents via the Model Context Protocol.

  Last updated 2026-07-01

  GPL 3.0

• 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.

  Last updated 2024-12-04

  10

• AWS Documentation MCP Server

  daniel-levesque

  A

  license

  A

  quality

  D

  maintenance

  Provides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.

  Last updated 2025-07-24

  3

  Apache 2.0

• 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.

  Last updated 2025-08-13

  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.

  Last updated 2026-05-20

  2

  11

  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.

  Last updated 2025-12-12

  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.

  Last updated 2025-09-14

  3

  6

  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.

  Last updated 2025-12-12

  9

  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.

  Last updated 2025-04-12

  1

  3

• Garmin Documentation MCP

  ztuskes

  F

  license

  A

  quality

  F

  maintenance

  Provides offline access to complete Garmin Connect IQ SDK 8.2.3 documentation with enhanced search, device reference, programming guides, and FAQ for AI assistants.

  Last updated 2025-09-10

  8

  10

• 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.

  Last updated 2026-04-07

  23

  8

  MIT