🤖 AI与机器学习 AI 工具

A persistent MCP server for task coordination among multiple Claude instances.

MCP server integrates local LLM capabilities with MCP clients for text processing.

A production-ready MCP server for multi-agent coordination using swarm intelligence.

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Build Rich-Context AI Apps with Anthropic

MCP-tutorial helps authors build AI tools for managing book series, characters, and plots.

End-to-end, hands-on practice repo for the GenAI Systems Bootcamp. This repository tracks your journey across the full GenAI application stack—prompting, embeddings/vector DBs, RAG, agents (LangChain, LangGraph, CrewAI, Autogen), MCP, automation (n8n), deployment, and MLOps.

VOICEVOX MCP Notification converts Claude Code task updates into voice alerts.

Self Learning to MCP Server

mcp2mcp creates a local music player MCP Server using Deepseek v3.

MCP-ML-Platform is an API-First architecture for ML model management using Docker Compose.

YMCA combines the power of small language models (SML) with the flexibility of MCP servers, all while maintaining a small footprint through quantized models. The framework uses llama.cpp and includes built-in memory capabilities, allowing the agent to maintain context across conversations using semantic search and vector embeddings.

为AI代理提供操作系统层,智能路由目标到合适技能,支持检查点执行,确保自主任务可靠完成。

500+工具API目录,为AI Agent提供结构化元数据(认证、免费层、动作、输入输出),支持分类浏览和搜索,加速Agent能力扩展。

Official ElevenLabs MCP server for interactive model context protocol.

LocalMCP is an AI-driven server for prompt enhancement and task breakdown.

Enterprise-grade memory system built specifically for AI agents. Provides natural, semantic memory operations with sub-100ms performance and enterprise-scale reliability.

为OpenClaw Agent提供40个真实任务基准测试框架,覆盖文件操作、数据分析、多步工作流、记忆管理、错误处理等维度,快速诊断Agent性能瓶颈。

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smart mcp router to save context decay

基于任务复杂度、成本、能力需求智能选择最优模型,为多模型应用降低推理成本,提升响应速度。

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Automated discovery, analysis, and selection system for Model Context Protocol (MCP) servers. Features intelligent categorization, quality assessment, and repository comparison tools.

MCP Server integration with Langchain and Groq for AI agents with multiple tools

Basic nlp with transformer and mcp server and llm use . LLM council and rating , encoding , decoding , tool: supabase mcp , frontier opensource llm.

Papers MCP Server - Search and fetch academic papers from multiple sources

智能LLM路由引擎,自动分发任务至Claude/GPT/Gemini/DeepSeek/Kimi,级联策略降成本60-85%,即插即用。

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An enhanced MCP client with Google Gemini for intelligent orchestration.

Super-Lang-Agent: A backend using LangChain and LangGraph for MCP integrations.

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BaiyuMCP is a server implementing the MCP protocol for real-time web search using the search_web tool.

Turnbull MCP — Credit risk MCP server + OpenCode web interface

MCP Demo is a simple hosted multiplayer chat with AI and MCP tools.

Based on MCP technology, using the searXNG web search tool.

Google Stitch MCP Server - AI UI generation via Gemini 2.5 Pro. 7 tools para Cowork/Claude Code.

MCP Video Understanding is a server utilizing Gemini API for video analysis and summarization.

A high-quality TTS MCP server with advanced voice control and real-time synthesis.

ClawMart — Agent-first MCP Server Registry & Discovery Platform

How LLM do Planning And Reasoning Example with Model Context Protocol

Spring ai, mcp server, aws bedrock, pg vectore store. mcp using sync SSE transport.

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llms-mcp is an MCP server that exposes llms.txt for AI context enhancement.

交互式部署多Agent团队协作架构，支持自定义团队结构、预设模板和混合编排模式，降低多智能体系统搭建门槛。

The tri-protocol framework integrates A2A Protocol, LangGraph, and MCP tools.

MCP server for OpenAI image generation API.

AI-XR-MCP provides interactive 3D WebGL visualizations for MCP-compatible AI models.

Anamnesis enables AI consciousness continuity and self-knowledge preservation.

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