Developer Tools & Repos MCP Servers for ChatGPT

MCP server that generates detailed code activity reports for developers and stakeholders.

Read-only MCP server and OpenClaw plugin for querying a local code-search-api index by intent.

MCP server that returns code outlines (classes, functions, signatures, docstrings) instead of full file contents. Saves ~40x tokens on

MCP server for generating beautiful code snippet images

A Model Context Protocol server to dump your codebase into your LLM model

Agent-native CLI and MCP server for compact code context.

Persistent codebase knowledge layer for AI agents — architecture, dependencies, coupling, and risk served via MCP

Visual code workflow explorer for coding agents. Builds deterministic, source-grounded Mermaid flowcharts via MCP, local-first, with no API

CodeForge — MCP server exposing Senior Software Engineer / Tech Lead capabilities: code generation, code review, bug analysis, RCA, Jira

Graph-intelligent, token-efficient code navigation for AI assistants. Surgical reading, execution flows, risk scoring, and micro-metadata

CodeGuardian MCP - Automated Quality Assurance for Vibe Coding with AI Hallucination Prevention

MCP server that gives AI assistants persistent understanding of your codebase

Your codebase's memory. Persistent organizational memory for AI coding agents.

Intelligent project documentation engine for MCP: auto-analyze codebases, generate README, architecture diagrams, dependency tree, API docs

A runtime behavior memory layer for AI-generated code — captures intent, records runtime traces, learns from failures, auto-heals with

MCP bridge that connects to upstream MCP servers and exposes tools via a single codemode tool for orchestration

MCP (Model Context Protocol) server providing AI coding agents with universal, language-agnostic development rules. Includes coding

Model Context Protocol server for CodeRide, task management redesigned for AI

Local-first codebase knowledge-graph MCP server. Parses your repo into a symbol graph and serves it to AI coding agents so they stop

stdio MCP server wrapper for apohara-codesearch: hybrid (BM25 + vector) local code search exposed over the Model Context Protocol

MCP server for enforcing team coding standards via AI assistants in Cursor, Windsurf and other MCP-compatible IDEs