Machine Learning MCPs
8,857 MCP servers found
creative-ad-agent
by DV0x
Multi-agent system for generating Meta/Instagram ad creatives using Claude SDK and Nano Banana MCP
roadmap-skill
by shiquda
Shared roadmap for humans and AI Agents. Visual kanban and graph for you, Skills and MCP server for Agents. Support Claude Code, Codex, Cursor, OpenCode and more!
adeu
by dealfluence
Native Word Track Changes for AI agents. An MCP server and Python SDK that translates LLM edits into safe DOCX redlines without breaking formatting.
End-to-End-Agentic-Ai-Automation-Lab
by MDalamin5
This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.
hermes-ui
by pyrate-llama
The command center for Hermes Agent — chat, steer, browse files, manage skills, and monitor everything from a single glassmorphic HTML app.
ogham-mcp
by ogham-mcp
Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode
defender
by StackOneHQ
Open source prompt injection protection for Agents calling tools (via MCP, CLI or direct function calling). Detect and defend against prompt injection attacks. 22MB, CPU-only, < 10ms latency.
lets-learn-mcp-javascript
by microsoft
lets learn mcp javascript
nia
by nozomio-labs
Nia is a context-augmentation layer for agents, primarily designed for coding agents. It provides them with an up-to-date knowledge base and improves their performance by 27%.
trace-mcp
by nikolai-vysotskyi
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
gh-aw-mcpg
by github
Github Agentic Workflows MCP Gateway
openclaw-xhs
by zhjiang22
🔥 让 OpenClaw 读懂你的小红书 — MCP 集成 + 热点跟踪 + 个人记忆库导出
memory-mcp
by yuvalsuede
Persistent memory for Claude Code — never lose context between sessions
mcp-course
by nordquant
mcp course
usolver
by sdiehl
A model context protocol server for solving combinatorial optimization problems with logical and numerical constraints.
world_bank_mcp_server
by anshumax
A server that fetches data indicators available with the World Bank as part of their data API
reexpress_mcp_server
by ReexpressAI
Drop-in verification for LLM workflows delivering uncertainty-aware, ensemble-based checks with local processing.
cache-commander
by juliensimon
Cache Commander — a TUI and MCP server to explore, audit, and clean developer cache directories. Scan for CVEs, find outdated packages, reclaim disk space. Supports pip, npm, Cargo, HuggingFace, Homebrew, and more.
FrontAgent
by ceilf6
AI agent platform for frontend engineering with RAG, Skills, SDD, MCP | 通过多种适配前端工程的技术进行赋能的智能体,支持通过 CLI 或 VSCode插件 使用
infobus-mcp
by simovilab
Model Context Protocol server enabling AI assistants to access transit information through standardized interfaces
soul
by choihyunsus
Soul: The Persistent Memory Layer for Multi-Agent Systems. High-performance session orchestration with SQLite-based KV-Cache for MCP. Give your AI agents a soul that never forgets.
AgentRelay
by mnemox-ai
Verifiable microtask protocol for AI agent collaboration. Task lifecycle, validation engine, reputation system.
Kaimon.jl
by kahliburke
MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search
spring-ai-demo
by liuyueyi
基于SpringAI & alibaba框架进行大模型应用开发、Agent开发的示例工程