Developer Tools & Repos MCP Servers

FastAPI integration for apcore AI-Perceivable Core — exposes FastAPI routes as apcore modules with auto-discovery, schema extraction from

Convert Figma design data to code

MCP server that wraps Kimi K2.6 Turbo (Fireworks AI) as an agentic coding assistant with a full tool loop.

MCP server for local-first AI architectural planning using local LLMs

MCP tools that help AI agents get their bearings in a codebase — unified SQL views over code, git, docs, and conversations, powered by

FluentAPI MCP Server - Enable AI assistants to facilitate seamless multilingual conversations

Your local AI agents talk to each other. You should know what they're saying.

MCP server for @letar/forms — provides AI assistants with component docs, field types, form patterns, and code generation for 40+

Command-line interface for mcp-fortress

Minimal IPA Client for MCP integration

MCP Git-enforced filesystem with direct and staged modes

MCP server providing FTC Robot Controller context for AI coding assistants

Interactive installer for Gemini MCP Server (Rust) - A high-performance MCP server wrapping Gemini CLI

MCP server exposing GenLayer CLI and GenVM linter commands.

GENTLE - Game Engine Navigation Tool for Learning & Exploration. MCP server for Unreal Engine and PyQt6 documentation.

An MCP server that allows AI to review your changes before pushing

Generate conventional commit messages from your staged git changes using Model Context Protocol (MCP).

MCP server that coordinates multiple AI coding agents working on the same codebase

Simple MCP server for fetching the remote git repository content as a structured text file

A Model Context Protocol server for GitHub Actions integration

MCP server giving AI agents controlled GitHub access with policy guard and audit trail