Developer Tools & Repos MCP Servers

Execution tracer as an MCP server — record a Python/Node run once (calls, args, returns, exceptions, line probes), then query the recording

MCP server for querying Flightbox trace data

MCP server for FlowSpec — exposes project specs to Claude Code

MCP (Model Context Protocol) server providing AI assistants with intelligent, context-efficient access to Microsoft FluentUI documentation

MCP server that connects AI agents to running Flutter apps via the Dart VM Service for runtime inspection, profiling, and debugging

MCP server that exposes Radix Primitives' APIs and accessibility contracts to AI coding agents, so Claude/Cursor stop hallucinating props

MCP Server for Spec-Driven Development (SDD) — contract validation, task board, and file reservation for multi-agent AI systems

MCP server for the 42 API

MCP Server scaffold aligned with alibabacloud-devops-mcp-server architecture (single interface example).

A small TypeScript MCP server for driving gdb sessions.

Model Context Protocol (MCP) server exposing the D4H Team Manager API (spec v7.0.1, URL prefix /v3) to LLM hosts.

CLI tool and MCP server for attaching images to GitHub issues, PRs, and comments

MCP server for Gigadoc-style Python documentation in Gigacode/Gemini/Qwen CLI.

Semantic git queries via MCP. Beyond git log — answer who/what/when/why about any line, file, or branch.

MCP server for GitHub issue prioritization and workflow management

MCP server for GitFlic API

GitHub server for issue and pull request access.

List and download GitHub release assets with multi-mirror parallel ranged download.

MCP plugin for semantic code search using LanceDB - gives AI coding agents deep context from your entire codebase

A pairing bridge linking two AI coding sessions as symmetric peers on one shared task

MCP server for GPT Scrambler — humanize AI text in Claude Desktop, Cursor, and other MCP clients