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AIDA MCP server - Developer actions (lint, test, typecheck) for monorepos

Project description

AIDA MCP

aida-mcp is a Model Context Protocol (MCP) server for AI-assisted software development. AIDA stands for AI Developer Assistant.

It helps your AI client use repository-owned rules and validation workflows, so tool behavior stays aligned with each repository instead of hardcoded client prompts.

What You Get

  • get_rules: retrieves task-relevant guidance from repository-owned rules.
  • validate: runs repository-defined validation workflows (lint, tests, type checks, codegen, and similar tasks).
  • GitHub helpers: inspect CI failures and work with PR review comments.

Requirements

  • Python >=3.12,<3.14
  • An MCP-compatible client (for example Cursor, Claude Code, or JetBrains AI)
  • A target repository where you want to use AIDA

Install from PyPI

Recommended:

uv tool install aida-mcp

Pip fallback:

pip install aida-mcp

Prerelease/dev builds (optional):

uv tool install --prerelease allow aida-mcp
# or pin an exact dev build:
uv tool install "aida-mcp==0.2.0.dev5"
pip install --pre aida-mcp

Basic Usage

Initialize AIDA files in your repository root:

aida-mcp init

Run the MCP server:

aida-mcp

For supported clients, aida-mcp init usually auto-wires project-local MCP config. In most cases, you only need to reload/restart the client.

Configure in Your Repository (Full Checklist)

To make AIDA fully operational in a repository, you need both MCP wiring and repository-owned policy files.

  1. Install aida-mcp (from PyPI).
  2. In your target repository root, run:
aida-mcp init
  1. Ensure the repository now contains the .aida/ configuration files:
    • .aida/change_domains.yaml
    • .aida/validation_policy.yaml
    • .aida/validation_registry.yaml
    • .aida/rules/ (rule files used by get_rules)
    • optional: .aida/git_policy.yaml (commit/PR policy)
  2. Confirm project-local MCP config files exist:
    • .cursor/mcp.json (Cursor)
    • .mcp.json (Claude Code)
  3. Reload/restart your client so the aida MCP tools are discovered.
  4. If MCP config files already existed and were not updated, rerun:
aida-mcp init --force
  1. If your client does not use project-local MCP config, configure global MCP explicitly:
aida-mcp install-mcp --global --target <cursor|claude|jetbrains|junie>

What each config area does

  • rules/: task guidance used by get_rules
  • change_domains.yaml: maps changed files to logical domains
  • validation_policy.yaml: routes domains/scopes to validation pipelines
  • validation_registry.yaml: defines executable validation commands
  • git_policy.yaml (optional): commit/footer and workflow constraints

Quick verification

After setup:

  • run aida-mcp doctor in the repository root
  • ask your AI client to call get_rules for a concrete coding task
  • ask it to run validate for your current changes

If doctor passes and validate executes repository-specific commands (not just no-op placeholders), AIDA is configured correctly.

Documentation and Support

For advanced configuration, workflow details, and contribution guidance, use your organization's internal AIDA documentation and repository onboarding materials.

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