Developer Tools & Repos MCP Servers for Claude Code

Turn any manifest URL into a fully-functional MCP server

MCP server providing a safer 'git commit' alternative

Full-featured Gitee MCP server covering all Gitee API v5 endpoints

MCP server for creating, validating, and formatting Git commits with emojis following conventional commit standards

MCP Server for Gitrama — AI-powered Git intelligence for your IDE

Enhanced MCP server for interactive user feedback in AI-assisted development, featuring Web UI with intelligent environment detection and

MCP Glootie - Code execution tool for MCP clients. Multi-language support (JS/TS, Go, Rust, Python, C/C++, bash). Works with Claude Code

GNOSYS TreeShell MCP - Tree-based navigation REPL for compound intelligence ecosystem

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

Structural, byte-precise, token-cheap access to a codebase for coding agents — tree-sitter over a CLI and an MCP server.

A beginner-friendly guide server that helps users understand MCP concepts, provides interactive examples, and demonstrates best practices

MCP server for AI-assisted hardened Docker image generation following the 15 GWShield hardening pillars

Prebuild and governance for AI coding agents.

Hybrid Semantic-Structural Context Engine. Optimizes codebase context retrieval for AI coding agents using PageRank and structural parsing.

MCP server to read, search, browse, upload and compile IBM i (RPG/SQLRPGLE/CLLE/DDS) source members over mapepire (Db2 for i).

AI-driven development task orchestration CLI and agent server.

Download, transcribe, and get metadata for any video/audio URL. Managed yt-dlp + speech-to-text.

CLI tool to explore MCP servers

Local-first MCP memory and code intelligence that helps coding agents recall repo context, decisions, failures, and review impact.

An async MCP server for Jamf Pro integration providing computer health analysis