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The Model Context Protocol (MCP) is an open standard for AI model communication.
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AI servers

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  • courses

    23016

    Anthropic's educational courses

    Jupyter Notebook

  • excelize

    21137

    No description provided

    Go

  • FunASR

    21021

    Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.

    Python

  • xerj

    19059

    Local-first search engine and MCP server for AI agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.

    Rust

  • Auto-claude-code-research-in-sleep

    19043

    ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

    Python

  • WrenAI

    18150

    No description provided

    TypeScript

  • agentic

    18080

    Agentic is a marketplace and platform for LLM tools, focusing on quality and ease of use with MCP (Model Context Protocol) support. It allows both consumption and publishing of LLM tools with a focus on curated, high-quality integrations.

    TypeScript

  • SurfSense

    16855

    Open-source NotebookLM alternative. Research the open web with live data, through one platform, API or MCP server. Join our Discord: https://discord.gg/ejRNvftDp9

    Python

  • genai-toolbox

    16830

    MCP Toolbox for Databases is an open source MCP server for databases.

    Go

  • actors-mcp-server

    16276

    This repository implements an MCP server for Apify Actors, enabling AI assistants to use them as tools for tasks like data extraction and web scraping via HTTP or standard input/output.

    TypeScript

  • Skill_Seekers

    15300

    Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

    Python

  • memU

    14622

    The memory harness for proactive AI agents — structured storage, intent capture, 10x token reduction.

    Python

  • Fay

    13614

    fay是一个帮助数字人（2.5d、3d、移动、pc、网页）或大语言模型（openai兼容、deepseek）连通业务系统的mcp框架。

    JavaScript

  • hexstrike-ai

    13594

    HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

    Python

  • langchain4j

    13398

    Java version of LangChain

    Java
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