Top #mcp Tools & Software

everything-claude-code

github

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

open-webui

github

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

gemini-cli

github

An open-source AI agent that brings the power of Gemini directly into your terminal.

awesome-mcp-servers

github

A collection of MCP servers.

anything-llm

github

The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.

context7

github

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

TrendRadar

github

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

cc-switch

github

A cross-platform desktop All-in-One assistant tool for Claude Code, Codex, OpenCode, openclaw & Gemini CLI.

mempalace

github

The best-benchmarked open-source AI memory system. And it's free.

goose

github

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

mindsdb

github

Query Engine for AI Analytics: Build self-reasoning agents across all your live data

Scrapling

github

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

chrome-devtools-mcp

github

Chrome DevTools for coding agents

ai-engineering-hub

github

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

PDFMathTranslate

github

[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero

github-mcp-server

github

GitHub's official MCP Server

FastGPT

github

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

gpt-researcher

github

An autonomous agent that conducts deep research on any data using any LLM providers

agentscope

github

Build and run agents you can see, understand and trust.

mastra

github

From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.

MaxKB

github

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

trigger.dev

github

Trigger.dev – build and deploy fully‑managed AI agents and workflows

hyperframes

github

Write HTML. Render video. Built for agents.

kubeshark

github

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.