Machine Learning MCPs
8,904 MCP servers found
kratos-mcp
by ceorkm
🏛️ Memory System for AI Coding Tools - Never explain your codebase again. MCP server with perfect project isolation, 95.8% context accuracy, and the Four Pillars Framework.
napari-mcp
by royerlab
🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor, and other LLMs to napari for interactive image analysis. Perfect for automating microscopy workflows and building intelligent image analysis tools.
mcp-mesh
by dhyansraj
Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
openrouter-mcp-multimodal
by stabgan
MCP server for OpenRouter: 300+ LLMs with vision, image gen, audio in/out, and video analysis + generation (Veo 3.1 / Sora 2 Pro / Seedance / Wan). Structured errors, IPv6 SSRF guards, path sandbox.
Agenspy
by SuperagenticAI
Make DSPy Agentic using protocol-first approach that support the Agent Protocols like MCP, A2A
mcp-llm-bridge
by bartolli
Bidirectional translator mapping MCP tools to OpenAI function schemas for OpenAI-compatible LLMs and local endpoints.
heimdall-mcp-server
by lcbcFoo
Your AI Coding Assistant's Long-Term Memory
ClueoMCP
by ClueoFoundation
🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, consistent personalities powered by Clueo's Big Five personality engine.
godot-mcp
by bradypp
A Model Context Protocol (MCP) server for interacting with the Godot game engine.
mcp-run-python
by pydantic
MCP server to run Python code in a sandbox.
xbow-competition
by m-sec-org
一个完整的 AI Agent 自动化 XBOW 解题方案,结合 MCP 服务器和智能 CLI 客户端,实现自主XBOW 挑战
xray
by srijanshukla18
XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep
kali_mcp
by 0x7556
Kali AI Pentest MCP tools 渗透测试工具集
MCP-Server-Unified-Deployment
by BigUncle
MCP Server Unified Deployment Open Source Project
agent-trace
by Siddhant-K-code
strace for AI agents. Capture and replay every tool call, prompt, and response from Claude Code, Cursor, Gemini CLI or any MCP client
metabase-ai-assistant
by enessari
🚀 The most powerful MCP Server for Metabase - 111+ tools for AI SQL generation, dashboard automation & enterprise BI. Works with Claude, Cursor, ChatGPT.
mcp-server-for-oscal
by awslabs
OSCAL tools for AI agents
spring-mcp-1c-copilot
by SteelMorgan
МСР-сервер для обращения к 1С.Напарник (поддержка SSE и docker-контейнеризации)
b2c-developer-tooling
by SalesforceCommerceCloud
B2C CLI, MCP, and Tooling SDK for Salesforce Agentforce Commerce B2C
agent-mcp-gateway
by roddutra
Provides per-subagent MCP access controls to Claude Code (or any MCP client) across all your MCPs and prevents context window bloat. Loads only 3 tools instead of all your MCP Server's tool definitions. Agents discover tools on-demand, only when needed. Control which servers and individual tools each agent/subagent can access.
prompt-pro
by timothywarner-org
Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner covering ChatGPT, Claude, Copilot, and enterprise prompt engineering with MCP implementation.
unplugin-devpilot
by zcf0508
A universal plugin framework for development tools that enables seamless browser-server communication and MCP (Model Context Protocol) integration with AI/LLM systems.
agentsync
by dallay
A fast, portable CLI tool for synchronizing AI agent configurations across multiple AI coding assistants using symbolic links.
mcp-windows
by sbroenne
Let AI agents control Windows applications. Click buttons, type text, toggle settings — all by name, not coordinates. Uses the Windows UI Automation API to find UI elements reliably, regardless of DPI, theme, resolution, or window position.