🤖 AI与机器学习 AI 工具

A server for Handwriting OCR API to upload documents and retrieve OCR results.

Branch-Thinking MCP Tool for efficient graph-based decision making.

A universal AI SDK for optimizing LLM tool calling, reducing costs and latency.

A Socratic dialogue engine for AI agents.

pplx is an unofficial CLI tool to interact with the perplexity API.

Ada is a free, open-source personal AI with enterprise features, running locally.

A Dify Agent strategy plugin for integrating MCP tool calls and functions.

为AI智能体提供实时网页搜索能力，支持日期过滤，80ms内返回LLM可直接处理的结构化搜索结果，提升Agent信息时效性

A comprehensive index of Claude AI extensions with 10000+ MCP Servers and 500+ plugins.

TachiBot MCP is a multi-model AI orchestrator with 31 tools for advanced workflows.

MCP Manim Server generates mathematical animations from text prompts using Manim.

A simple RAGFlow MCP for temporary use until the official release.

在Claude Code中直接查询Google NotebookLM笔记本，获取基于源文档的带引用回答，支持浏览器自动化、持久认证，大幅减少AI幻觉。

A proof-of-concept MCP-like server using DeepSeek API for AI assistants.

A Model Context Protocol server for MyMCPSpace, enabling post interactions.

A powerful MCP server integrating Microsoft's AutoGen for advanced multi-agent workflows.

A Model Context Protocol server for document Q&A powered by Langflow . It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend.

A WebRTC solution for real-time speech processing using AWS technologies.

MCP server that uses Gemini's context caching as extended memory for AI assistants. Load GitHub repos, URLs, PDFs.

A full-stack demo app using Claude Agent SDK for AI chat with multi-modal capabilities.

A Python library for integrating CrewAI with Model Context Protocol (MCP) for custom agent development.

A Go-based MCP Server for searching and retrieving photos from Unsplash.

A multi-agent research system for complex queries using coordinated AI agents.

An MCP server for ntfy enabling LLMs and AI agents to send customizable notifications.

Patronus MCP Server enables LLM optimizations and evaluations via a standardized API.

BuildAutomata Memory MCP Server provides AI agents with persistent, searchable memory.

MCP is a command-line tool and local UI for discovering, installing and managing Model Context Protocol servers.

A state-of-the-art MCP Server for seamless integration with Gemini AI models.

Multi-Agent Travel Assistant Based on Langchain 1.1 and Gaode MCP Server

MCP server for integrating Unipile with multiple messaging platforms.

MCP server for semantic search and memory management using txtai.

An MCP server that interfaces with OpenAI, Google, and Anthropic's APIs to give Claude Code "coworkers" to help it on difficult problems.

Minerva is an MCP server for enhancing AI agents with knowledge bases and dynamic logic.

MCP Server for Local is a local proxy server offering AI tools like weather queries, Google search, camera control, image generation, and intelligent dialogue.

MCP TTS VOICEVOX is a cross-platform text-to-speech server with advanced playback control.

SearchAPI MCP Agent integrates various search tools via A2A protocol.

MCP server for Google Photos, enabling AI access to your library.

A state-of-the-art MCP Server for integrating Google's Gemini AI models.

AtoRAG transforms content into a searchable RAG knowledge base on Claude Desktop.

A server for cross-checking responses from multiple LLMs simultaneously.

Integrate Amazon Bedrock with MCP for interactive AI chat and tools.

AI Team MCP is an enterprise-grade framework for multi-AI collaboration.

AgentDefense-Bench evaluates defenses in MCP-based AI agents with 35,989 tests.

OmniAgent: An advanced AI system for document processing and automation using MCP servers.

A high-performance speech recognition MCP server based on Faster Whisper, providing efficient audio transcription capabilities.

DeepLucid3D-MCP is a server for advanced cognitive analysis and creative problem-solving.

A pipeline wrapper for comfy-mcp-server in Open WebUI.

MCP OpenVision is an MCP server for image analysis using OpenRouter models.

Agent-Handbook offers resources and examples for learning agent frameworks like Pocketflow.

The core MCP extension for Systemprompt MCP multimodal client