Developer Tools & Repos MCP Servers

Real-time codebase graph for AI assistants: call graphs, dependencies, symbol lookup.

A Node.js application for connecting to Harbor and providing operations capabilities.

Generic bridge client for connecting MCP clients to remote MCP servers via HTTP supporting session based environment variables

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

MCP plugin for building, testing, and publishing ice puzzle levels with AI

MCP server for InsurGateway Error Management — track, analyze, and report errors

Local-first MCP server that turns Claude Code and Codex take-home sessions into an inspectable engineering process brief.

MCP server for Instagit — AI-powered Git repository analysis for coding agents

MCP interface validation component for constraining and validating AI programming tools' generated frontend and backend API interface code

MCP server for InterSystems IRIS (Atelier API) focused on reading compiled routines (.int) for LLMs.

MCP server that diagnoses why an iOS app will be rejected by App Store review — privacy manifests, required-reason APIs, usage

jrag (formerly java-codebase-rag) — MCP server + jrag CLI for semantic + structural search over Java/Kotlin codebases

MCP (stdio) server for the javinfo API — search titles and fetch full records, token-lean.

MCP server exposing Chrome DevTools Protocol debugging capabilities

MCP server for editing JSON files with read, write, and deep merge capabilities

MCP server providing JSON schema generation and filtering tools using quicktype

MCP server for converting JSON to TOON (Token-Oriented Object Notation) format - saves 30-60% on AI tokens

JSXN encoder/decoder — compact notation for React/Next.js files, optimized for LLMs

A Model Context Protocol (MCP) server that exposes Just recipes as MCP tools, allowing AI assistants to

MCP server for Kadmia API integration

Why can't I enable CONFIG_X? Explains Kconfig dependencies and finds a verified fix.