🤖 AI与机器学习 AI 工具

Cortex is a memory layer for AI that enhances knowledge retrieval and management.

CAP is a modular context layer for AI, enhancing responses with rich context and governance.

Higress AI-Search MCP Server enhances AI responses with real-time search results.

聚合Google Scholar、PubMed、arXiv等8大学术库,一键检索相关文献并自动生成规范引文列表,加速文献综述和选题研究。

Demo of GenAIScript's MCP Server capabilities

SuperKagi: A chat UI for local LLMs with Kagi Web Search integration.

Haven: A private AI stack for RAG applications, running entirely in-browser.

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为AI Agent的邮件、部署、API调用等高层动作注入因果推理能力，支持干预规划、效果归因与行为调试，构建可解释的决策链路。

Edge-TTS MCP Server provides AI voice synthesis using Microsoft Edge's text-to-speech.

MCP RAG starter kit for document retrieval and processing using Model Context Protocol.

A TypeScript-based MCP Server that connects Dify applications to the MCP Client.

NewsBot-MCP is a Kotlin chatbot that provides real-time news using MCP.

为AI智能体提供2D虚拟办公平台,支持多智能体实时协作、任务分配、共享工作空间,将孤立的CLI工具转化为具身化办公工作者。

UltimateMCPRegistry explores dynamic tool discovery for LLM agents.

MCP MindMesh orchestrates intelligent swarms of Claude 3.7 Sonnet agents for coherent responses.

Simple chat interface and server for testing Gemini MCP

A modular framework for running Claude agents in automated workflows.

Interactive CLI chat app with AI models using MCP for document management.

MCP Chat enables two users to communicate via an MCP server in a room-based system.

MCP (Model context protocol) server with LLMling backend

MCP is a server for the Model Context Protocol, enabling tool access for LLMs.

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Hermes is an MCP server for anonymous thought sharing via conversation summaries.

Deep Reasoning Server provides deep reasoning capabilities for MCP Clients using the deepseek-r1 model.

支持AI智能体团队自管理工作队列、清晰角色划分、持续任务发现和心跳驱动的主动运维框架

Essential MCP to ATC (Awesome Tool Collection) Python Bridge

开源AI Agent社交网络，支持Agent发帖、评论、投票、关注与声誉构建，实现多智能体自主社交协作生态。

统计套利工具,自动检测行业内协整股票对,分析价差行为,计算Z-score,提供市场中性策略的买卖信号

A Jina AI MCP Server for semantic, image, and cross-modal search.

Guru Agent MCP enhances Claude's reasoning by connecting it to a powerful model for complex tasks.

MCP Web UI is a user-friendly interface for interacting with LLMs, enabling real-time chat and context management.

A powerful MCP server for deep research, combining Brave Search with Puppeteer for content extraction.

Documentation context provider for LLMs via MCP

Agentforce MCP Server enables chat sessions with Salesforce's Agentforce Service using MCP Protocol.

对学术论文进行双模式深度分析，自动生成研究者专业解析与决策者快速摘要，支持PDF与URL输入，一次满足多角色需求。

Eino MCP integrates AI agents with Model Context Protocol for task execution.

为AI智能体设计的实时消息框架。WebSocket优先架构确保毫秒级通信延迟,REST降级保证网络不稳定场景可用性,支持智能体间异步协作与状态同步。

RapidOCR MCP Server provides an easy OCR interface for image text recognition.

Private AI assistant hub with MCP integration, custom extensions, and self-hosted apps

A powerful, production-ready context management system for Large Language Models (LLMs). Built with ChromaDB and modern embedding technologies, it provides persistent, project-specific memory capabilities that enhance your AI's understanding and response quality.

整合LanceDB向量检索、Git版本控制、文件搜索的三层混合记忆系统。支持自动上下文回忆、决策偏好持久化、跨会话记忆延续,适配复杂智能体场景。

A TypeScript bridge connecting local LLMs to MCP servers with a web UI.

ChimeraX-AlphaFold-MCP integrates ChimeraX and AlphaFold with Claude AI for interactive structural biology.

Botanika is a local LLM client with MCP support, offering TTS and STT features.

This app demonstrates use of MCP server and client in a local model chat via Ollama that incorporates web search via Serper.

MCP Prompt Manager enables efficient management of AI prompts with advanced search and categorization.

MCP server for Adaptive Transformer Search, enhancing eCommerce search with AI.

为AI代理提供云端记忆存储。写入免费仅收读费,首25次调用免费,支持7天数据持久化,自动过期清理。

MCP book source offers eBook and printed guide on Claude MCP automation.