Every server below was scanned with the same deterministic engine that powers the MCP Trust Checker CLI and free API. The A–F Trust Score answers one question — how safe is this server for you to adopt: it starts from the threat score of its published code, then adjusts down for the capability blast radius, how strongly the publisher is verified, and how much of the package the scan could actually see. No pay-to-list, no self-reported ratings, and every point is itemised with its evidence.
Model Context Protocol server for pyobfus — the Python obfuscator. Lets Claude Desktop, Claude Code, Cursor, Windsurf, and Zed call pyobfus tools (preflight risk check, zero-config init, reverse stack-trace mapping) directly from an agent conversation. PyArmor alternative with first-class AI-debug story.
🐍 AI-powered Python package intelligence - search, analyze, and understand PyPI packages through MCP
A meta-tool for setting up Python projects with configurable presets
PyPSA MCP: PyPSA Energy Modeling for LLMs
Universal Python code execution MCP server - one tool to rule them all
MCP server exposing Python function- and module-level call graphs for agentic coding over any Python repo.
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 secure Python script execution with automatic dependency management
MCP server for Python code execution and environment management
MCP server providing Python code analysis using Rope and Pyright
Python sandbox MCP server for matplotlib visualization
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.
Model Context Protocol servers for IBM Quantum services and Qiskit
MCP server for QNAP Virtualization Station (QVS) - manage virtual machines, snapshots, and disks
Production-ready GitLab MCP server exposing projects, merge requests, pipelines, and discussions
QSO-Graph MCP Suite — interactive installer and manager
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
RABEL - Recidive Active Brain Environment Layer. Local-first AI memory with semantic search, graph relations, and soft pipelines. Now with Remote Mode for cross-machine AI communication!