Developer Tools & Repos MCP Servers

MCP server for driving a dev/local Airflow cluster over its REST API — trigger DAGs, check run/task status, fetch logs, and diagnose import

MCP server for LLM-assisted conversion of Apache Airflow DAGs to Prefect flows

MCP Server for comparing algorithm implementations through empirical benchmarking

MCP Server for generating AMIS page schemas with AI assistance

MCP server for real-time error detection and pattern matching across development sources

Convert code folders into Claude Desktop knowledge bases via MCP server

MCP Server for ServiceStack APIs

Geographic data API: 250+ countries, 150K+ cities, IP geolocation, 161 live FX rates.

Deterministic package-manager-style resolver for AI skills

Model Context Protocol server for Aptly package repository management - enables AI assistants to manage Debian repositories

MCP server for Ara Records API integration

ARC-1 edition that delegates all ABAP/ADT work to SAP's embedded adt-ls language server.

MCP server for Archaic — architecture analysis and code visualization for Claude Code

An MCP tool that allows AI models to ask users questions via a local web interface.

The open-source quality gate for everything you feed an AI agent: skills, MCP servers, and context files. Lighthouse-style grades

An MCP server implementation providing a standardized interface for LLMs to interact with the Atla API.

MCP server for Android Virtual Device automation

Project knowledge indexer for AI agents — scans code, tracks documentation staleness, and serves a knowledge graph to AI agents via MCP

Azure DevOps CLI MCP server for Claude Code and Codex CLI — boards, work items, repos, PRs

MCP server for Azure DevOps TFVC read access

Recursive Language Model and Continual Harness in one MCP server: long-context Q&A, a Python kernel, and durable memory.