Which integrations are available for this server?

Provides tools for discovering and documenting Ansible modules, generating skill packages, and searching documentation, enabling AI agents to learn and work with Ansible.

How do I use ansible-know-mcp?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@ansible-know-mcp search for modules related to package management" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

ansible-know-mcp

by leogallego

Overview Schema Related Servers Score Discussions

Python

Local

Ansible Know MCP Server

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

What It Does

Ansible Know is the foundational "learn" layer for AI agents working with Ansible. It provides:

Module discovery — search and explore Ansible modules across all installed collections
Module documentation — get structured parameter specs, examples, and metadata
Documentation search — find conceptual guides from Ansible's AI-friendly docs
Skill generation — create ready-to-use skill packages that teach agents how to use specific modules
Collection manifests — get collection-level overviews with per-module summaries
Resources — browse skills and doc sources as MCP resources
Prompts — pre-built templates for playbook review, module explanation, and role generation

Together with Ansible Devtools MCP (build) and AAP MCP (deploy), this enables the full autonomous cycle: learn -> build -> deploy.

 Agent's MCP servers:

 +-----------------------+  +-------------------+  +---------------+
 | Ansible Know          |  | Ansible Devtools  |  |   AAP MCP     |
 | (this project)        |  |                   |  |               |
 |                       |  |                   |  |               |
 | search_modules        |  | ansible_lint      |  | controller.*  |
 | get_module_doc        |  | ansible_navigator |  | eda.*         |
 | get_collection_       |  | ansible_create_*  |  | gateway.*     |
 |   manifest            |  | build_ee          |  | galaxy.*      |
 | search_docs           |  | zen_of_ansible    |  |               |
 | generate_skill        |  | setup_environment |  |               |
 | generate_collection   |  | environment_info  |  |               |
 | list_skills           |  |                   |  |               |
 | get_skill             |  |                   |  |               |
 |                       |  |                   |  |               |
 | LEARN                 |  | BUILD             |  | DEPLOY        |
 +-----------------------+  +-------------------+  +---------------+

Installation

Using uvx (recommended):

uvx ansible-know-mcp

Using pip:

pip install ansible-know-mcp

Runtime requirement: ansible-core must be installed in the same environment (for ansible-doc).

Usage

With Claude Code

claude mcp add ansible-know -- uvx ansible-know-mcp

To make it available in all projects:

claude mcp add --scope user ansible-know -- uvx ansible-know-mcp

With VS Code / Cursor

Add to .vscode/mcp.json in your workspace:

{
  "servers": {
    "ansible-know": {
      "command": "uvx",
      "args": ["ansible-know-mcp"],
      "type": "stdio"
    }
  }
}

With any MCP client

The server runs over stdio by default:

uvx ansible-know-mcp

Full stack configuration

{
  "mcpServers": {
    "ansible-know":     { "command": "uvx", "args": ["ansible-know-mcp"] },
    "ansible-devtools": { "command": "ade", "args": ["mcp"] },
    "aap":              { "command": "aap-mcp-server" }
  }
}

Tools

Discovery (read-only)

Tool	Description
`search_modules(keyword, namespace?)`	Find modules by keyword in name or description. Returns up to 50 matches.
`get_module_doc(module_name)`	Get full structured docs: params, examples, API detection.
`search_docs(query, source?, topic?, audience?, core_only?)`	Search documentation manifests for conceptual guides. Returns up to 20 matches.
`get_collection_manifest(collection_namespace)`	Get collection-level manifest with per-module summaries.

Skill management

Tool	Description
`list_skills()`	List all generated skills (read-only).
`get_skill(skill_name)`	Read a skill's SKILL.md content (read-only).
`generate_skill(module_name, install_to?)`	Generate a skill package for one module. Returns SKILL.md inline.
`generate_collection_skills(collection_namespace, install_to?)`	Batch generate skills for an entire collection.

Resources

URI	Description
`skills://list`	List all generated skill packages
`skills://{skill_name}`	Read a skill's SKILL.md content by FQCN
`docs://sources`	List configured documentation manifest sources

Prompts

Prompt	Description
`review_playbook(playbook_yaml)`	Review a playbook against module docs and best practices
`explain_module(module_name)`	Get a detailed module explanation with usage examples
`generate_role(role_purpose, modules)`	Generate a role skeleton using specified modules

Development

git clone https://github.com/leogallego/ansible-know-mcp.git
cd ansible-know-mcp
uv venv && source .venv/bin/activate
uv pip install -e ".[dev]"
pytest

Configuration

Environment Variable	Description	Default
`ANSIBLE_KNOWLEDGE_SKILLS_DIR`	Where to write generated skills	`./skills/`
`ANSIBLE_KNOWLEDGE_DOC_SOURCES`	JSON dict of doc manifest sources	Built-in ansible-core source

License

GPL-3.0-or-later

This server cannot be installed

license - permissive license

quality - not tested

maintenance

How are these scores calculated?

Resources

GitHub Repository

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