19,289 MCP servers crawled across 12 categories. 164 deterministic detection rules. Evidence chains, not vibes.
AI Agent Framework, the Pydantic way
Batteries for your Pydantic AI agent.
MCP server for pyDMNrules-enhanced - enables LLMs to execute DMN decision rules with DRD support
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, speech synthesis and recognition, web search, memory, presets, assistants,and more. Linux, Windows, Mac
PyPSA MCP: PyPSA Energy Modeling for LLMs
MCP server for Pyreon — AI-powered framework assistance
Model Context Protocol (MCP) server for AI-powered reservoir engineering calculations. Integrates pyResToolbox with Claude AI for PVT analysis, well performance, simulation support, and more. 47 production-ready tools using industry-standard correlations.
MPC Server for PySpark inpired by the LakeSail
Aula Sobre AI Agents e MCP na LINUXtips
Google Gen AI Python SDK provides an interface for developers to integrate Google's generative models into their Python applications.
支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol
Enable AI to control your desktop, mobile and HMI devices
A Python-based Xiaozhi AI for users who want the full Xiaozhi experience without owning specialized hardware.
Enable question answering workflows with a simple agent setup. Facilitate automated responses to queries using predefined workflows. Streamline information retrieval and processing for end-users.
MCP server for Qasper — book local service businesses (barbers, dentists, plumbers, etc.) via AI agents.
Connect QGIS to Claude AI through the Model Context Protocol (MCP)
A MCP server project of Qiniu.
MCP server for qnx ecosystem
Offline MCP Server for Qt 4.8.4 documentation
Multi-agent governance: task orchestration, compliance, decision validation, and ML predictions.
Generate tailored quality criteria and scoring guides from your task descriptions. Refine objectives, produce 6-8-10 benchmarks across configurable dimensions, and save both the refined task and the rubric for consistent evaluations. Streamline reviews with clear, reusable standards.
QuantConnect Algorithmic Trading Platform Orchestration MCP - Agentic LLM Driven Trading Strategy Design, Research & Implementation
Open-source AI-driven quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading and trading agents
Agent-driven alpha factory — LLM autonomously designs, backtests, and submits factors to WorldQuant BRAIN