Graphpilot
GraphPilot gives coding agents persistent structural knowledge of a codebase. It parses TypeScript/JavaScript with tree-sitter into a graph of symbols and call…
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Iris
The first MCP-native eval and observability tool for AI agents. Any MCP-compatible agent discovers and uses Iris automatically — no SDK, no code changes. Log…
Coderadius
Prevent cross-repo architectural breakage before merge. Architecture knowledge graph from static analysis, blast radius in CI, MCP server for AI agents.
Codegraphx (cgx)
CodeGraphX (CGX) — a local, token-efficient codebase graph engine & MCP server for AI coding agents. Tree-sitter parsing, a bi-temporal SQLite semantic graph…
Instagram + TikTok Downloader & Transcriber
Instagram + TikTok content tools inside your AI: download HD posts/reels/carousels, view Instagram stories anonymously, AI-transcribe videos (100+ languages…
Anyrun
anyrun is a Docker sandbox execution engine for AI Agents. It provides secure, isolated code execution with full observability — automatically collecting…
HimiTrace
Model Context Protocol (MCP) server for HimiTrace enterprise supply-chain traceability, built with TypeScript & Server-Sent Events (SSE).
Pullpush
The README includes setup instructions such as "command": "npx",. Connections — create, test, configure source and destination connectors Flows — create and…
Rewindex - Auto-snapshot tool for AI agents. Auto backup, Avoid the mistakes of AI.
Rewindex is an auto-snapshot MCP server for AI agents. It automatically captures every file change in the background — no commits needed — so when something…
Exocortex
xocortex — an MCP server that gives your AI persistent memory across ALL your projects.
pyobfus — Python Obfuscator
Official MCP server for the pyobfus Python obfuscator — pre-flight risk scan, framework-aware config init, reverse stack-trace mapping
Fossil Mcp
The code quality toolkit for the vibe coding era.
Code Pathfinder
Code Pathfinder's MCP Server provides AI coding assistants like Claude Code with deep semantic understanding of codebases through call graph analysis, symbol…
Verify Action
MCP server issuing HMAC-attested receipts for AI agent tool-call evidence (verify_action_receipt.v0 reference impl)
Ahammedshaik
<p align="center"> <img width="395" alt="prompts.chat" src="https://github.com/user-attachments/assets/e0d0e32d-d2ce-4459-9f37-e951d9f4f5de" /> </p> <h3…
Last9
Integrates with Last9's observability platform to enable exception retrieval and service dependency analysis for efficient troubleshooting within monitoring…
Selvedge
Decision provenance for AI-coded codebases: the why, and what was already tried and rejected. Exports and imports Agent Trace v0.1.0, so captured history…
trace-mcp
Framework-aware code intelligence server that builds a cross-language dependency graph from source code — 53 framework integrations across 68 languages, 100+…
Crml Code
# CRML — Cyber Risk Modeling Language <br> <a href="https://www.producthunt.com/products/crml?embed=true&utm_source=badge-featured&utm_medium=badge&…
MoodMNKY MCP Server Stack
# MoodMNKY MCP Server Stack > A **first-principles** guide to running, exposing, and integrating multiple MCP servers in Docker—enabling seamless access via…
MCP Servers Hub ⭐
# MCP Servers Hub ⭐ <div align="center"> <img src="assets/mcp-hub-banner.png" alt="MCP Servers Hub Banner" width="800px">…
MCP Server Go
# MCP Server Go [](https://goreportcard.com/report/github.com/shan…
Model Context Protocol servers
# Model Context Protocol servers This repository is a collection of *reference implementations* for the [Model Context…
Regex Lab
# Sovereign MCP Servers [](https://github.com/ryudi84/sovereign-mcp-server…