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MCP Servers

* Equal Contribution ✉ Corresponding Author

MCP Documentation Management Service - A Model Context Protocol implementation for documentation management

A [Model Context Protocol] server that can run any Open Source tool via pkgx.

Give your AI assistant real SEO data. DataSEO MCP is a Model Context Protocol server that lets Claude, Cursor, and other MCP clients pull from Ahrefs' free tools — plus optional AI query planning —...

A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants. Built on the datawrapper Python library.

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

News Aggregation · AI Ratings · Trading Signals · Real-time Updates

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

A minimalistic MCP client with a good feature set.

ChatGPT CLI is a powerful, multi-provider command-line interface for working with modern LLMs. It supports OpenAI, Azure, Perplexity, LLaMA, and more, and includes streaming, interactive chat, prompt...

- 支持将OpenAPI信息以人机协同方式进行对话式MCP Server生成。 - 在生成MCP Server的过程中,关键决策节点支持人工介入与确认,实现动态配置与实时交互。 - 提升了服务器的生成灵活性与系统可控性,让用户在自动化流程中保留充分的主动权。
Agent Skills

Metadata-driven CLI for AI Agent Bots — 48 operations across 7 domains, structured JSON envelope I/O, zero interactive prompts.

A skill bundle in Claude Code Skills format. It covers the 100 most-used Bioconductor packages the top 100 rising-star packages (newly released since ~2021 and fast-growing) from the BioMate-KB...

Write a SKILL.md, drop in some evals, and find out — empirically — whether your skill actually makes the model better at the task.

Vibe-coded products are ugly in the same specific way: indigo gradients, glowing cards, emoji everywhere, a mascot in every corner, ALL-CAPS stat-cards.

Thirteen curated Agent Skills package the steps, templates, scripts, examples, and quality gates behind repeatable work. They follow the open SKILL.

The easiest way to evaluate your Agent Skills. Tests that AI agents correctly discover and use your skills.

Demo: Analyzing 2 years of NVDA, AMD & SPY stock data (15,000+ lines of raw JSON) using DeepSeek V3.2

A source-available Codex skill for distilling photographs into sparse editorial abstractions.

这里不是一叠孤立的提示词。每个 Skill 都用 SKILL.md 固化触发条件、工作阶段、确认门槛和交付物,让 Codex、Claude Code 等 Agent 在产品、开发、研究、写作和日常效率任务中按同一套方法工作。

A curated marketplace of Claude Code plugins for software engineering workflows.

One command. 25 agent skills. Zero to profitable business.

- 🤷 "AI到底能帮我做什么?" —— 听了100场演讲,还是一头雾水 - 💸 "我该先投哪个方向?" —— 怕投错钱,更怕错过窗口期 - 📊 "别人都在用AI了?" —— 焦虑但不知道从哪开始