27 best MCP servers GitHub repos to use
Model Context Protocol servers that give your agent real capabilities — a database, a browser, an API, your own files. Install one and the agent can actually do the thing.
Find GitHub repos worth using by topic, language, license and how active they are. Navid's picks come first, and each one opens its own page.
This is a list of the best MCP servers GitHub repos.
In fact, it has 27 of them, with Navid's picks first.
So if you want MCP servers GitHub repos worth your time, you'll love this list.
Model Context Protocol servers that give your agent real capabilities — a database, a browser, an API, your own files. Install one and the agent can actually do the thing.
Here's what's inside:
- Ecc by affaan-m
- Graphify by Graphify-Labs
- Awesome MCP Servers by punkpeye
- MCP Servers by Anthropic
- WorldMonitor by koala73
- Scrapling by d4vinci
- Netdata by netdata
- Headroom by headroomlabs-ai
- Context7 by upstash
- Goose by aaif-goose
- Hyperframes by heygen-com
- Chrome Devtools MCP by ChromeDevTools
- AI Engineering Hub by patchy631
- Vibe Trading by HKUDS
- Genai_agents by NirDiamant
- N8n Mcp by czlonkowski
- Dbx by t8y2
- IDA Pro MCP by mrexodia
- Nginx UI by 0xJacky
- Holaos by holaboss-ai
- Apify MCP Server by apify
- Magic MCP by 21st-dev
- Macro by macro-inc
- Playwriter by remorses
- Md2wechat Skill by geekjourneyx
- Zapier MCP by zapier
- Glif MCP Server by glifxyz
Each one comes with what it covers and who it's for.
What are the best MCP servers GitHub repos?
Here's the list at a glance.
- Owner
- affaan-m
- Stars
- ★ 268k
- Owner
- Graphify-Labs
- Stars
- ★ 121k
- Owner
- punkpeye
- Stars
- ★ 95k
- Owner
- Anthropic
- Stars
- ★ 91k
- Owner
- koala73
- Stars
- ★ 88k
- Owner
- d4vinci
- Stars
- ★ 82k
- Owner
- netdata
- Stars
- ★ 81k
- Owner
- headroomlabs-ai
- Stars
- ★ 74k
- Owner
- upstash
- Stars
- ★ 62k
- Owner
- aaif-goose
- Stars
- ★ 54k
- Owner
- heygen-com
- Stars
- ★ 53k
- Owner
- ChromeDevTools
- Stars
- ★ 53k
- Owner
- patchy631
- Stars
- ★ 38k
- Owner
- HKUDS
- Stars
- ★ 34k
- Owner
- NirDiamant
- Stars
- ★ 24k
- Owner
- czlonkowski
- Stars
- ★ 23k
- Owner
- t8y2
- Stars
- ★ 21k
- Owner
- mrexodia
- Stars
- ★ 12k
- Owner
- 0xJacky
- Stars
- ★ 12k
- Owner
- holaboss-ai
- Stars
- ★ 11k
- Owner
- apify
- Stars
- ★ 8.8k
- Owner
- 21st-dev
- Stars
- ★ 5.9k
- Owner
- macro-inc
- Stars
- ★ 4.4k
- Owner
- remorses
- Stars
- ★ 3.9k
Md2wechat Skill- Owner
- geekjourneyx
- Stars
- ★ 3.7k
Zapier MCP- Owner
- zapier
- Stars
- ★ 415
Glif MCP Server- Owner
- glifxyz
- Stars
- ★ 211
Top 27 MCP servers GitHub repos
1. Ecc by affaan-m
[!WARNING] Official sources only. Install ECC only from verified channels: the GitHub repository github.com/affaan-m/ECC, the npm packages ecc-universal and ecc-agentshield, the GitHub App, the plugin slug ecc@ecc, and the project website ecc.tools. Third-party re-uploads and unofficial mirrors are not maintained or reviewed by the project and may contain malware.
That installs ECC's skills, agents, commands, and plugin-managed hooks. If you choose this path, stop there. Do not also run a full manual install into Claude Code.
Guided package setup is coming in ecc-universal 2.2.0. Use the native Claude plugin commands above while npm remains on 2.1.0.
Stars: 268k
Language: JavaScript
License: MIT
Install:
bash git clone https://github.com/affaan-m/ECC.git
View Ecc on GitHub · More about Ecc
2. Graphify by Graphify-Labs
Early access to the graphify platform is open before the public v1 launch: app.graphify.com
Type /graphify in your AI coding assistant and it maps your entire project (code, docs, PDFs, images, videos) into a knowledge graph you can query instead of grepping through files. Code maps for free, fully local. Code is parsed with tree-sitter AST: deterministic, no LLM, nothing leaves your machine. (Docs, PDFs, images and video use your assistant's model, or a configured API key, for a semantic pass.) Every edge is explained. Each connection is tagged EXTRACTED (explicit in the source) or INFERRED (resolved by graphify), so you can tell what was read directly from what was inferred. Not a vector index. No embeddings, no vector store: a real graph you traverse. Ask a question, trace the path between two things, or explain one concept.
Want this always-on, updating in the background across your code, docs, and meetings rather than only on demand? That is what we are building at graphify.com, and early access is open now at app.graphify.com.
Stars: 121k
Language: Python
License: Apache-2.0
Install:
bash uv tool install graphifyy # install the CLI (or: pipx install graphifyy)
View Graphify on GitHub · More about Graphify
3. Awesome MCP Servers by punkpeye
A curated list of awesome Model Context Protocol (MCP) servers. What is MCP? Clients Tutorials Community Legend Server Implementations Frameworks Tips & Tricks
MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.
Checkout awesome-mcp-clients and glama.ai/mcp/clients. Tool Definition Quality Score (TDQS) Model Context Protocol (MCP) Quickstart Setup Claude Desktop App to Use a SQLite Database r/mcp Reddit Discord Server, official implementation programming language, Python codebase, TypeScript (or JavaScript) codebase, Go codebase, Rust codebase # ⃣ - C# Codebase - Java codebase, C/C++ codebase - Ruby codebase scope - Cloud Service - Local Service - Embedded Systems operating system, For macOS, For Windows - For Linux
Stars: 95k
License: MIT
View Awesome MCP Servers on GitHub · More about Awesome MCP Servers
4. MCP Servers by Anthropic
This repository is a collection of reference implementations for the Model Context Protocol (MCP), as well as references to community-built servers and additional resources.
[!IMPORTANT] If you are looking for a list of MCP servers, you can browse published servers on the MCP Registry. The repository served by this README is dedicated to housing just the small number of reference servers maintained by the MCP steering group.
[!WARNING] The servers in this repository are intended as reference implementations to demonstrate MCP features and SDK usage. They are meant to serve as educational examples for developers building their own MCP servers, not as production-ready solutions. Developers should evaluate their own security requirements and implement appropriate safeguards based on their specific threat model and use case.
Stars: 91k
Language: TypeScript
License: Other
Install:
bash npx -y @modelcontextprotocol/server-memory
View MCP Servers on GitHub · More about MCP Servers
5. WorldMonitor by koala73
Real-time global intelligence dashboard, AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
500+ curated news feeds across 15 categories, AI-synthesized into briefs Dual map engine, 3D globe (globe.gl) and WebGL flat map (deck.gl) with 56 map layer types Panel inventory, 109 concrete panel implementations across six specialized variants Cross-stream correlation, military, economic, disaster, and escalation signal convergence Country Instability Index (CII), server-authoritative CII v8 stress scoring for 31 Tier-1 countries Finance radar, 29 stock exchanges, commodities, crypto, and 7-signal market composite Local AI, run everything with Ollama, no API keys required 6 site variants from a single codebase (world, tech, finance, commodity, happy, energy) Native desktop app (Tauri 2) for macOS, Windows, and Linux 28 languages with native-language feeds and RTL support
For the full feature list, architecture, data sources, and algorithms, see the documentation.
Stars: 88k
Language: TypeScript
License: AGPL-3.0
Install:
bash git clone https://github.com/koala73/worldmonitor.git
View WorldMonitor on GitHub · More about WorldMonitor
6. Scrapling by d4vinci
Scrapling is an adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl.
Its parser learns from website changes and automatically relocates your elements when pages update. Its fetchers bypass anti-bot systems like Cloudflare Turnstile out of the box. And its spider framework lets you scale up to concurrent, multi-session crawls with pause/resume and automatic proxy rotation - all in a few lines of Python. One library, zero compromises.
Blazing fast crawls with real-time stats and streaming. Built by Web Scrapers for Web Scrapers and regular users, there's something for everyone.
Stars: 82k
Language: Python
License: BSD-3-Clause
Install:
bash pip install scrapling
View Scrapling on GitHub · More about Scrapling
7. Netdata by netdata
X-Ray Vision for your infrastructure! Every Metric, Every Second. No BS.
[!WARNING] People get addicted to Netdata. Once you use it on your systems, there's no going back.
Netdata is an open-source, real-time infrastructure monitoring platform. Monitor, detect, and act across your entire infrastructure.
Stars: 81k
Language: Go
License: GPL-3.0
View Netdata on GitHub · More about Netdata
8. Headroom by headroomlabs-ai
AI agents / LLMs: read /llms.txt here, or fetch the live index / full docs blob.
Headroom compresses everything your AI agent reads, tool outputs, logs, RAG chunks, files, and conversation history, before it reaches the LLM. Same answers, fraction of the tokens.
Live: 10,144 1,260 tokens, same FATAL found. Library, compress(messages) in Python or TypeScript, inline in any app Proxy, headroom proxy --port 8787, zero code changes, any language Agent wrap, headroom wrap claudecodexgrokcopilotcursoraideropencodeclinecontinuegooseopenhandsopenclawvibeompzcode in one command; undo with headroom unwrap MCP server, headroomcompress, headroomretrieve, headroomstats for any MCP client Cross-agent memory, shared store across Claude, Codex, Gemini, Grok, auto-dedup headroom learn, mines failed sessions, writes corrections to CLAUDE.local.md (default, gitignored) or CLAUDE.md / AGENTS.md / GEMINI.md / GROK.md Output token reduction, trims what the model writes back (not just what you send): drops ceremony/restated code and skips deep "thinking" on routine steps. See Output token reduction. Reversible (CCR), originals are cached for retrieval on demand ContentRouter, detects content type, selects the right compressor SmartCrusher / CodeCompressor / Kompress-v2-base, compress JSON, AST, or prose CacheAligner - detects and warns about volatile content that can bust provider KV cache prefixes; never rewrites prompts CCR, stores originals locally; LLM calls headroomretrieve if it needs them
Stars: 74k
Language: Python
License: Apache-2.0
Install:
bash uv tool install --python 3.13 "headroom-ai[all]" # CLI, isolated app env
View Headroom on GitHub · More about Headroom
9. Context7 by upstash
[](https://cursor.com/en/install-mcp?name=context7&config=eyJ1cmwiOiJodHRwczovL21jcC5jb250ZXh0Ny5jb20vbWNwIn0%3D)
LLMs rely on outdated or generic information about the libraries you use. You get: Code examples are outdated and based on year-old training data Hallucinated APIs that don't even exist Generic answers for old package versions
Context7 pulls up-to-date, version-specific documentation and code examples straight from the source, and places them directly into your prompt.
Stars: 62k
Language: TypeScript
License: MIT
Install:
bash npx ctx7 setup
View Context7 on GitHub · More about Context7
10. Goose by aaif-goose
goose is a general-purpose AI agent that runs on your machine. Not just for code, use it for research, writing, automation, data analysis, or anything you need to get done.
A native desktop app for macOS, Linux, and Windows. A full CLI for terminal workflows. An API to embed it anywhere. Built in Rust for performance and portability.
goose works with 15+ providers, Anthropic, OpenAI, Google, Ollama, OpenRouter, Azure, Bedrock, and more. Use API keys or your existing Claude, ChatGPT, or Gemini subscriptions via ACP. Connect to 70+ extensions via the Model Context Protocol open standard.
Stars: 54k
Language: Rust
License: Apache-2.0
View Goose on GitHub · More about Goose
11. Hyperframes by heygen-com
HyperFrames is an open-source framework for turning HTML, CSS, media, and seekable animations into deterministic MP4 videos. Use it locally with the CLI, from AI coding agents with skills, or as the rendering core behind hosted authoring workflows.
The picker opens with nothing pre-selected, the Core Skills group is all you need: the /hyperframes router installs each creation workflow on demand. Agents and non-interactive runs should use npx hyperframes skills update instead, it installs exactly the core set, whereas a non-interactive skills add without --skill installs all 20.
full-depth does a full clone of the repo's current main. Without it, skills add fetches the skills.sh registry blob, which lags main by hours, you'd get an older copy of a skill. (hyperframes skills update already installs full-depth.)
Stars: 53k
Language: TypeScript
License: Apache-2.0
Install:
bash npx skills add heygen-com/hyperframes --full-depth
View Hyperframes on GitHub · More about Hyperframes
12. Chrome Devtools MCP by ChromeDevTools
Chrome DevTools for agents (chrome-devtools-mcp) lets your coding agent (such as Antigravity, Claude, Cursor or Copilot) control and inspect a live Chrome browser. It acts as a Model-Context-Protocol (MCP) server, giving your AI coding assistant access to the full power of Chrome DevTools for reliable automation, in-depth debugging, and performance analysis. A CLI is also provided for use without MCP. Get performance insights: Uses Chrome DevTools to record traces and extract actionable performance insights. Advanced browser debugging: Analyze network requests, take screenshots and check browser console messages (with source-mapped stack traces). Reliable automation. Uses puppeteer to automate actions in Chrome and automatically wait for action results.
chrome-devtools-mcp exposes content of the browser instance to the MCP clients allowing them to inspect, debug, and modify any data in the browser or DevTools. Avoid sharing sensitive or personal information that you don't want to share with MCP clients.
chrome-devtools-mcp officially supports Google Chrome and Chrome for Testing only. Other Chromium-based browsers may work, but this is not guaranteed, and you may encounter unexpected behavior. Use at your own discretion. We are committed to providing fixes and support for the latest version of Extended Stable Chrome.
Stars: 53k
Language: TypeScript
License: Apache-2.0
View Chrome Devtools MCP on GitHub · More about Chrome Devtools MCP
13. AI Engineering Hub by patchy631
Welcome to the AI Engineering Hub - your comprehensive resource for learning and building with AI!
AI Engineering is advancing rapidly, and staying at the forefront requires both deep understanding and hands-on experience. Here, you will find: 93+ Production-Ready Projects across all skill levels In-depth tutorials on LLMs, RAG, Agents, and more Real-world AI agent applications Examples to implement, adapt, and scale in your projects
Whether you're a beginner, practitioner, or researcher, this repo provides resources for all skill levels to experiment and succeed in AI engineering.
Stars: 38k
Language: Jupyter Notebook
License: MIT
View AI Engineering Hub on GitHub · More about AI Engineering Hub
14. Vibe Trading by HKUDS
Vibe-Trading is an open-source research workspace for turning finance questions into runnable analysis. It connects natural-language prompts to market-data loaders, strategy generation, backtest engines, reports, exports, and persistent research memory.
It is designed for research, simulation, and backtesting, and, when you choose, autonomous trading through a broker you authorize yourself (e.g. Robinhood Agentic Trading). It holds no funds and never trades outside the limits you set, and you can halt it instantly.
Shadow Account starts from your own trading records instead of a generic strategy template.
Stars: 34k
Language: Python
License: MIT
Install:
bash pip install vibe-trading-ai
View Vibe Trading on GitHub · More about Vibe Trading
15. Genai_agents by NirDiamant
Welcome to one of the most extensive and dynamic collections of Generative AI (GenAI) agent tutorials and implementations available today. This repository serves as a comprehensive resource for learning, building, and sharing GenAI agents, ranging from simple conversational bots to complex, multi-agent systems.
Prompt to Production - my full course on building software with AI the way professionals do: the methods and paradigms behind reliable, efficient, modular production systems, taught systematically. 17 modules, each pairing a video lecture with a hands-on lab, from your first structured prompt to a working production system.
One npm install adds the module's AI assistant to your Claude Code, and it guides you through the tutorial as you build.
Stars: 24k
Language: Jupyter Notebook
License: Other
Install:
bash git clone https://github.com/NirDiamant/GenAI_Agents.git
View Genai_agents on GitHub · More about Genai_agents
16. N8n Mcp by czlonkowski
A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations. Deploy in minutes to give Claude and other AI assistants deep knowledge about n8n's 2,412 workflow automation nodes (829 core + 1,583 community).
n8n-MCP serves as a bridge between n8n's workflow automation platform and AI models, enabling them to understand and work with n8n nodes effectively. It provides structured access to: 2,412 n8n nodes - 829 core nodes + 1,583 community nodes (1,340 verified) Node properties - 99% coverage with detailed schemas Node operations - 66.5% coverage of available actions Documentation - 86% coverage from official n8n docs (including AI nodes) AI tools - 267 AI-capable tool variants detected with full documentation Real-world examples - 156 ranked configurations extracted from popular templates Template library - 2,352 workflow templates with 99.96% AI metadata coverage Community nodes - Search verified community integrations with source filter
n8n-mcp started as a personal tool but now helps tens of thousands of developers automate their workflows efficiently. Maintaining and developing this project competes with my paid work. Your sponsorship helps me dedicate focused time to new features, respond quickly to issues, keep documentation up-to-date, and ensure compatibility with latest n8n releases. Become a sponsor
Stars: 23k
Language: TypeScript
License: MIT
View N8n Mcp on GitHub · More about N8n Mcp
17. Dbx by t8y2
70+ databases in 20 MB. Desktop, Docker, CLI, built-in AI assistant, and MCP Server.
20 MB, zero runtime bloat No Java JRE. No Python venv. No bundled Chromium. DBX ships as a single small binary, download, install, connect. DBeaver needs Java; TablePlus is macOS-only. DBX runs everywhere with nothing extra.
AI that lives in your editor Highlight a table, describe what you want, get SQL back, no copy-paste between tools. Works with Claude, OpenAI, or local models via Ollama. Built-in safety checks review AI-generated SQL before it runs.
Stars: 21k
Language: Rust
License: Apache-2.0
Install:
bash brew install --cask dbx
View Dbx on GitHub · More about Dbx
18. IDA Pro MCP by mrexodia
https://github.com/user-attachments/assets/6ebeaa92-a9db-43fa-b756-eececce2aca0
The binaries and prompt for the video are available in the mcp-reversing-dataset repository. Python (3.11 or higher) Use idapyswitch to switch to the newest Python version IDA Pro (8.3 or higher, 9 recommended), IDA Free is not supported Supported MCP Client (pick one you like) Amazon Q Developer CLI Augment Code Claude Claude Code Cline Codex Copilot CLI Crush Cursor Gemini CLI Kilo Code Kiro LM Studio Opencode Qodo Gen Qwen Coder Roo Code Trae VS Code VS Code Insiders Warp Windsurf Zed Kimi Code Other MCP Clients: Run ida-pro-mcp --config to get the JSON config for your client.
This installs the idalib MCP server and the idapython skill. Plugins are copied to $KIMICODEHOME/plugins/managed/, so uv must be on your PATH. The first session after installing is slower, because uv resolves the dependencies before the server responds.
Stars: 12k
Language: Python
License: MIT
Install:
bash pip uninstall ida-pro-mcp
View IDA Pro MCP on GitHub · More about IDA Pro MCP
19. Nginx UI by 0xJacky
[](https://mcptoplist.com/server/mcp.so%2Fnginx-ui%2F0xJacky)
Yet another Nginx Web UI, developed by 0xJacky, Hintay and Akino.
Proudly hosted on AtomGit, a part of the G-Star program.
Stars: 12k
Language: Go
License: AGPL-3.0
Install:
bash docker run -dit \
View Nginx UI on GitHub · More about Nginx UI
20. Holaos by holaboss-ai
Run any agent, Claude Code, Codex, or holaOS, in one local-first workspace, over your tools, your files, and one shared memory. Frontier models built in, or bring your own keys.
Claude Code, Codex, and the built-in holaOS agent, side by side, no switching. Whichever you run, it shares the same memory, tools, skills, and apps. Use the best agent for the job without rebuilding your setup every time. No lock-in, bring the agent you already trust. Shared everything, one context, one set of tools, one workspace. Consistent results, the same skills and integrations, whatever's driving.
Context, preferences, and project history live in a single shared memory, stored locally, as plain files you can read and edit. Switch agents, close the app, come back next week: it already knows where you left off. Never start from zero, durable memory across sessions and agents. Local-first & yours, on your machine, visible and editable, not locked in someone else's cloud. Actually recallable, structured and embedded, so the right context returns when it's needed.
Stars: 11k
Language: TypeScript
License: Other
Install:
bash npm --version
View Holaos on GitHub · More about Holaos
21. Apify MCP Server by apify
The Apify Model Context Protocol (MCP) server at mcp.apify.com enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, and any other website using thousands of ready-made scrapers, crawlers, and automation tools from Apify Store. It supports OAuth, allowing you to connect from clients like Claude.ai or Visual Studio Code using just the URL.
For the best experience, connect your AI assistant to our hosted server at https://mcp.apify.com. The hosted server supports the latest features - including output schema inference for structured Actor results - that are not available when running locally via stdio.
Legacy SSE transport removed. The https://mcp.apify.com/sse endpoint has been removed in favor of Streamable HTTP. Migrate your client to https://mcp.apify.com, drop the /sse suffix from your configuration.
Stars: 8.8k
Language: TypeScript
License: MIT
Install:
bash npx @apify/actors-mcp-server --tools actors,docs,apify/rag-web-browser
View Apify MCP Server on GitHub · More about Apify MCP Server
22. Magic MCP by 21st-dev
Magic MCP is now the 21st MCP. The Magic MCP server (@21st-dev/magic) has been replaced by the unified 21st MCP, installed via the 21st CLI, setup at 21st.dev/mcp. This package remains published as a thin compatibility proxy so old configs keep working.
Old Magic API keys were reset. Keys issued by the old Magic console no longer work anywhere. Generate a fresh key at 21st.dev/mcp.
npx -y @21st-dev/magic@latest APIKEY="." still works: since v0.2.0 it is a small stdio proxy that forwards every MCP message to the 21st MCP server. Existing mcp.json entries that reference @21st-dev/magic keep functioning, but they now speak to the same server as the 21st CLI, with the full current toolset.
Stars: 5.9k
Language: TypeScript
License: ISC
Install:
bash npx @21st-dev/cli@latest init --client cursor # or: claude | vscode | windsurf | codex
View Magic MCP on GitHub · More about Magic MCP
23. Macro by macro-inc
Macro is the all-in-one workspace for you and your team. It unifies email + messages + docs + tasks + agents + CRM into a single fast interface with shared team-level memory. Everything in your workspace is @linked and searchable so your team (and your agents) never have to switch tools.
We built Macro because we wanted a single operating system for our startup. There are many good software products, and we used them all, Slack, Linear, Notion, HubSpot, and Superhuman, but they don't work together as one system. As we scaled our last venture to ~20 people things started to break: every team got their own tools and the company was held together by MCP and Zapier. The company was not computable. It was chaotic.
Macro is a complete redesign of work software from the ground up as a single system.
Stars: 4.4k
Language: Rust
License: AGPL-3.0
View Macro on GitHub · More about Macro
24. Playwriter by remorses
Let your agents control your own Chrome, via CLI or MCP. Your logins, extensions, cookies, already there.
Other browser MCPs spawn a fresh Chrome, no logins, no extensions, instantly flagged by bot detectors, double the memory. Playwriter connects to your running browser instead. One Chrome extension, full Playwright API, everything you're already logged into.
- Install the skill so your agent knows how to use Playwriter:
Stars: 3.9k
Language: TypeScript
License: MIT
Install:
bash npm i -g playwriter
View Playwriter on GitHub · More about Playwriter
25. Md2wechat Skill by geekjourneyx
专业能力包括： 48 个微信渲染精调主题：theme-gallery 68 个主推高级排版场景条目，对应 53 个主推: 语法名：docs/LAYOUT.md 3 个兼容模块只用于旧稿迁移；加上 4 个基础增强能力，共计 60 项渲染层语法能力 多公众号账号：docs/CONFIG.md 微信接口固定出口：docs/WECHAT-CREDENTIALS.md 发布前 readiness 检查：docs/DISCOVERY.md
Brand Profile 支持把长期风格偏好写入 ~/.config/md2wechat/brand.md，由 Agent 在写作和排版时读取。详见 docs/BRAND-PROFILE.md。
支持 Volcengine、ModelScope、OpenRouter、OpenAI、Gemini 等服务。配置见 docs/IMAGEPROVISIONERS.md。
Stars: 3.7k
Language: Go
License: Other
Install:
bash npm install -g @geekjourneyx/md2wechat
View Md2wechat Skill on GitHub · More about Md2wechat Skill
26. Zapier MCP by zapier
Zapier MCP gives any MCP-compatible AI client governed access to 9,000+ apps, send messages, pull data, trigger workflows, all in plain English. No code, no infrastructure, SOC 2 Type II certified.
This repo distributes the Zapier MCP plugin, the part that lives in your AI client. Install it from your client's marketplace and your assistant arrives knowing how to use Zapier well, with guided onboarding, a quick demo, and skills tailored to your role. plugins/zapier/: the plugin that onboards you to Zapier MCP and supercharges your experience
Connecting Zapier MCP to your AI client only takes a server URL, see docs.zapier.com/mcp/clients for step-by-step instructions for every supported client.
Stars: 415
License: MIT
View Zapier MCP on GitHub · More about Zapier MCP
27. Glif MCP Server by glifxyz
This repo holds the registry metadata for the hosted server (see server.json); the server itself is part of the glif.app platform and is not open source.
[!NOTE] Looking for the old locally-run stdio server (npm @glifxyz/glif-mcp-server)? It's deprecated, the code is parked on the legacy-local-server branch.
composeproject does the work, describe what you want in plain language, including a whole series of variations, and Glif picks the models and chains the steps. It returns a jobid immediately; poll getjobstatus for the media, which comes back as resourcelink blocks pointing at CDN URLs. The rest are read and upload helpers. Call tools/list for the authoritative set, or see https://glif.app/mcp.
Stars: 211
License: MIT
Final thoughts on MCP servers GitHub repos
The best MCP servers repo is the one you come back to. Pick 2 or 3 from this list, give them a month, and keep the ones you look forward to.
Navid Moazzez
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Navid Moazzez helps creators and founders master AI and build their own AI Operating System (AI OS) to automate their business and life.
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