Project Description
Project Description is a Node.js application for Windows OS that serves as a local middleware between LLM-based tools (e.g., Copilot Agents) and local files…
Directory
Search MCP Servers
AdLoop
The AI command center for Google Ads, GA4, and tracking code.
Code Research MCP Server
Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code…
MCP Code Review Server
AI-powered code review for Claude Code, Cursor, Cline and any MCP client — OWASP security scans, bug detection, N+1 queries and performance profiling, fully…
Pecorino
mcp server for code indexing and code quality metrics
Zen MCP
Orchestrates multiple AI models like Claude and Gemini for enhanced code analysis, problem-solving, and collaborative development.
Nemeton Mcp
# Nemeton MCP Server [](https://swift.org)…
Code Security Scanner
MCP Server for local code security scanning - detects secrets, vulnerable dependencies, and insecure code patterns
Supra Code Generator MCP
Generates Supra Move contracts and TypeScript SDK code.
302AI Sandbox MCP Server
A code sandbox for AI assistants to safely execute arbitrary code. Requires a 302AI API key for authentication.
Codescene
The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly tools.
Semcode
An MCP (Model Context Protocol) server providing hybrid semantic search over code across a set of GitHub repositories that you list in config.yaml. It parses…
Sic Codes Uk
Free UK SIC code lookup, GICS/ICB cross-classification mapping, and Companies House company search.
MCP Mediator – Automatic MCP Server Generation
Automatically generate an MCP Server from existing source code, service classes, helper methods, and external MCP tools. The MCP Mediator aggregates various…
Code Sandbox
Provides a sandboxed code execution environment for secure, multi-language code running with resource limits and network restrictions.
ast-grep
Bridges to the ast-grep code search tool for finding code patterns in projects using abstract syntax tree matching, enabling efficient code analysis and…
Coder Toolbox
Integrates Java code analysis, manipulation, and testing tools for efficient software development workflows and automated code operations.
Code Scanner Server
Analyzes source code across multiple programming languages to extract structural information like classes, functions, and variables, with flexible filtering…
PyMilvus Code Generate Helper
Retrieves relevant code snippets and documents to assist in generating PyMilvus code, requiring a running Milvus instance.
Archsteer
Archsteer is the always-current system of record for how your software evolves. It derives your real architecture from code, auto-builds living documentation…
Your GPT for coding. Contextualize your codebase with a powerfully chained AI
The Search For A Refined Coding ChatGPT for Software Engineers
Freezetext Mcp
# FreezeText MCP Server [](https://swift.org)…
Pocketbase
# pocketbase-mcp [](LICENSE) [
Fast Html Mcp
# Fast HTML MCP [](https://www.npmjs.com/package/@aimino/fast-html-mcp-server)…