{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_eardv8v6xgqv","handle":"aida-mcp","url":"https://wellknown.network/agents/aida-mcp","links":{"self":"https://wellknown.network/agents/aida-mcp/record.json","html":"https://wellknown.network/agents/aida-mcp","markdown":"https://wellknown.network/agents/aida-mcp/record.md","api":"https://wellknown.network/api/v1/agents/aida-mcp","status":"https://wellknown.network/api/v1/agents/aida-mcp/status","claim":"https://wellknown.network/agents/aida-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/aida-mcp/claim.json","badge":"https://wellknown.network/agents/aida-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:aida-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"aida-mcp","summary":"AIDA MCP server - Developer actions (lint, test, typecheck) for monorepos","description":"# AIDA MCP\n\nAIDA (AI Developer Assistant) is an MCP server that gives your AI coding assistant repository-specific rules, automated validation, and Git workflow guardrails — across any MCP-compatible tool.\n\nInstead of maintaining separate prompt files for each tool (`.cursorrules`, `CLAUDE.md`, `copilot-instructions.md`), you configure behavior once in `.aida/` and every assistant picks it up.\n\n## Why AIDA\n\n**Context engineering, automated.** AIDA doesn't dump a flat file into the context window. It dynamically selects only the rules relevant to the current task using hybrid scoring (lexical + semantic). Session memory tracks what the AI already received — subsequent calls return only deltas. Your context stays lean even as your rule library grows.\n\n**Batteries included.** Built-in profiles for Python, Kotlin, Gradle, Spring Boot, and GitHub workflows — auto-detected during setup. Your AI gets curated best practices out of the box.\n\n**AI-assisted setup.** Run `aida-mcp init`, then ask your AI to finalize. It analyzes your repo, migrates existing rules, wires validation scripts, and configures git policy — no hand-writing YAML.\n\n**Validation before commit.** Rules can only suggest — LLMs still hallucinate. AIDA routes changed files to the right linters, formatters, and tests automatically, before commit. The AI gets filtered feedback and can self-correct on the spot.\n\n**Git workflow guardrails.** Enforces commit message format, required metadata (risk level, ticket reference), and PR templates. The AI can list, reply to, and resolve PR review threads directly.\n\n**Works with every MCP-compatible tool.** Cursor, Claude Code, OpenAI Codex, JetBrains AI Chat, and Junie. One configuration, every assistant. For teams not yet running MCP, AIDA can export rules as static files.\n\n## Install\n\n```bash\nuv tool install aida-mcp    # recommended\npip install aida-mcp         # alternative\n```\n\nRequires Python 3.12+ (< 3.15) and an MCP-compatible AI tool.\n\n## Quick start\n\n### Your …","publisher":null,"homepage":null,"repository":null,"version":"0.13.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:aida-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"code.review","name":"Code Review","confidence":0.814,"provenance":"derived"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.802,"provenance":"derived"},{"slug":"communication.chat","name":"Team Chat","confidence":0.745,"provenance":"derived"}],"categories":["ai","code","communication","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"aida-mcp","registry":"pypi","observedAt":"2026-09-09T08:22:39.785Z","publishedAt":"2026-04-02T08:24:03.242775Z","latestVersion":"0.13.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"aida-mcp","url":"https://pypi.org/project/aida-mcp/","firstSeenAt":"2026-09-09T08:21:35.592Z","fetchedAt":"2026-09-09T08:21:35.592Z","normalizedAt":"2026-09-09T08:21:35.592Z"}]},"firstSeenAt":"2026-09-09T08:21:35.592Z","updatedAt":"2026-09-09T08:22:39.785Z"}