Top #mcp Tools & Software

open-webui

github

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

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。

mempalace

github

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

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!

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

gpt-researcher

github

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

trigger.dev

github

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

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.

lamda

github

The most powerful Android RPA agent framework, next generation mobile automation.