🤖 AI与机器学习 AI 工具

A Python application for NotebookLM compliant with the MCP API.

MCP Chatterbox adds TTS and voice cloning to Claude sessions.

为Claude和OpenAI提供实时预算监控,心跳级速率限制感知,防止超额消费,支持多模型成本追踪和智能告警。

MCP Server generated by mcp.ag2.ai

基于多智能体引擎分析本地PDF、FASTA、CSV等科学文件，支持PubMed联网检索，辅助生物/化学科研数据解读与文献综合分析。

A demo server for MCP elicitation, collecting user input dynamically.

Multi-search (bing, brave, duckduckgo, google, mojeek, mullvad_brave, mullvad_google, yandex, yahoo, wikipedia) MCP server based on DDGS package

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

ChartIQ MCP Server Example

A TTS MCP Server using Google TTS API for audio generation and voice templates.

MyCastle is an ESL platform specification for school operations, featuring timetable management and AI workflows.

MCP server for conversation context preservation using extraction-based approach

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

MCP server for Piper TTS

自然语言驱动的AI代理,集成12000+API端点和4个加密数据技能,支持Manifest验证和证明机制,一句话查询跨链数据。

A memory management system specifically designed for AI assistants, implementing a complete Model Context Protocol (MCP) server to help AI assistants store, retrieve, and manage important information about users.

Understand and experiment with the Model Context Protocol (MCP) by implementing both a custom MCP server and MCP client, along with integration to a Large Language Model .

MCP Starter Cortex-IO offers ready-to-use MCP servers for Puch AI, each in a single Python file.

Model context protocol learning

MCP Sequencer is a project management tool for LLM workflows with dual interfaces.

Clarifo MCP Server facilitates structured user clarification and information gathering through strategic questioning.

Gym MCP Server exposes Gym environments as MCP servers with JSON APIs.

Monetize any MCP Server, AI Model or API with x402

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Graph-enhanced RAG system with MCP integrating Milvus, Neo4j, and Groq for complementing document search and reasoning.

Tutorial for Model Context Protocol ( MCP )

A server that provides direct access to pattern content for LLMs without execution.

Docsray is the easiest way for your AI / Agent (MCP client like Claude Pro, Cursor, Claude Agent, N8n) can have x-ray vision on a document, spreadsheet, presentation, image, etc. :) Magic? No, it's just regular old AI superpowers, built by humans for humans.

Media.io提供文生图、图生图、文生视频、图生视频等多模态AI生成能力,支持OpenAPI调用,可快速集成至内容创作平台。

MCP server for integrating Z.AI GLM-4.6 with Claude Code

Demonstration implementation of MCP (Model Context Protocol) - a protocol for integrating AI models with external tools and services.

MCP RAG is a microservices-based RAG system for semantic document search.

Discussion MCP Server offers AI tools for reasoning and text analysis.

为多skill agent工作流设计的token成本优化框架,通过预算控制、渐进式信息披露、去重等机制降低API调用成本。

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A simple demo of AI agent simulation in a 2D grid world using FastMCP

AI Chat Page Using MCP Protocol

My Claude Conversation API - Enterprise MCP Tool Suite ## Turn Your Claude Conversations Into Searchable Knowledge **Just shipped**: A production-ready API that transforms Claude AI conversations into an intelligent, searchable knowledge base with enterprise-grade MCP tools.

Complete MCP Course in Roman Urdu, from beginner to pro with practical examples.

Research Assistant using Anthropic AI

为OpenClaw代理提供长期记忆能力,自动捕获对话内容,跨会话智能召回上下文,支持持久化存储和检索。

基于Azure AI Evaluation SDK，提供生成式AI应用的质量、安全性及自定义评估能力，支持Groundedness等多维度评估器。

MCP Client allows users to run a server and ask questions using the Claude API.

Google AI Search MCP provides AI-powered search tools to bridge LLM knowledge gaps.

An experimental MCP server for Contraption Company essays

Petroglyphs — iPad handwriting app for AI via MCP

A Chainlit chat interface for Azure OpenAI API with MCP support.

Agentic AI Bootcamp utilizing LangGraph and Langchain.

MCP server that provides LlamaIndex documentation access through Docker