MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
Read-only MCP server for compiler-backed Verilog and SystemVerilog analysis using pyslang.
Python code quality guardian - automated linting, complexity analysis, and code health monitoring via MCP
Model Context Protocol server for Python debugging with AI assistants
MCP server for Python code execution and environment management
MCP server providing Python code analysis using Rope and Pyright
A production-grade MCP server providing a persistent Python REPL with multi-session support, sandboxing, and timeout protection.
MCP server for Pyxel, a retro game engine for Python. Provides headless tools to observe Pyxel programs.
Production-ready GitLab MCP server exposing projects, merge requests, pipelines, and discussions
Extract searchable knowledge from any document. Expose it to LLMs via MCP.
AI-native database workbench: one safety-railed query kernel, many faces (CLI / GUI / agent skill / MCP)
MCP Server for QWED Verification - Use QWED verification tools in Claude Desktop, VS Code, and any MCP client
Enhanced ADB MCP Server for Flutter/Android Development - 60+ tools for UI testing, debugging, and visual QA
AI pull-request reviewer: hybrid RAG + a code graph + Claude Code. Whole-repo context, inline GitHub comments grounded on exact code.
Persistent memory MCP server for AI development workflows — hybrid search, knowledge graph, session lifecycle.
IDA Pro backend for re-mcp — headless IDA Pro MCP server using idalib
MCP server + manager CLI for the Reachy Mini robot.
Local multimodal memory for AI agents — cross-modal vision-language search
MCP server exposing full recon-ng OSINT framework functionality
Schema-aware Model Context Protocol server for Redmine: validates workflow transitions, custom fields, and required fields against a per-tracker cache before round-tripping the API.
Unofficial Relace MCP Server - Fast code merging via Relace API
Persistent memory standard for AI agents — local, portable, zero config
MCP Server for remote server administration via SSH — execute commands, manage files, edit configs, transfer files, control services. No agents needed on target servers.
MCP server for SSH-based remote sandboxes: multi-server management, persistent sessions, background tmux tasks, and GPU/CPU/memory resource monitoring
MCP server for Renef - Dynamic Instrumentation Toolkit for Android ARM64