# Awesome Mcp Registry

> AI-curated, self-updating directory of MCP servers. Discovered from GitHub & the official registry, analyzed and ranked by AI weekly.

- **Type:** MCP server
- **Install:** `agentstack add mcp-sunnamed434-awesome-mcp-registry`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [sunnamed434](https://agentstack.voostack.com/s/sunnamed434)
- **Installs:** 0
- **Category:** [Developer Tools](https://agentstack.voostack.com/c/developer-tools)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [sunnamed434](https://github.com/sunnamed434)
- **Source:** https://github.com/sunnamed434/awesome-mcp-registry

## Install

```sh
agentstack add mcp-sunnamed434-awesome-mcp-registry
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Awesome MCP Registry

    

A self-curating directory of [Model Context Protocol](https://modelcontextprotocol.io/) servers — a [Continuous AI](https://githubnext.com/projects/continuous-ai/) experiment. Discovered from GitHub and the [Official MCP Registry](https://registry.modelcontextprotocol.io/), analyzed by GPT-4.1-mini weekly and scored with a published, reproducible [trust formula](METHODOLOGY.md).

> **Our bet:** curation is a job for AI, not gatekeepers. No maintainers deciding what's "in", no PR queues, no politics — just a [Continuous AI](https://githubnext.com/projects/continuous-ai/) workflow that discovers, judges, and re-judges every server on merit, week after week. This list is a small proof of a bigger idea: that AI can own a real, useful, self-maintaining system end to end. Humans set the rules once; the AI runs it.

## Trending This Week

| Server | Stars | Δ 7 days |
|--------|-------|----------|
| [DeusData/codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp) | 30231 | +3934 |
| [headroomlabs-ai/headroom](https://github.com/headroomlabs-ai/headroom) | 58598 | +1999 |
| [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) | 7822 | +1577 |
| [ChromeDevTools/chrome-devtools-mcp](https://github.com/ChromeDevTools/chrome-devtools-mcp) | 46707 | +859 |
| [upstash/context7](https://github.com/upstash/context7) | 58948 | +359 |

## Databases (3)

| Server | Trust | Stars | Description |
|--------|-------|-------|-------------|
| [googleapis/mcp-toolbox](https://github.com/googleapis/mcp-toolbox) | [92/100](SCORES.md#googleapismcp-toolbox) | 15933 (+79/wk) | An open source MCP server in Go that connects AI agents and applications to enterprise databases, offering tools for querying, schema exploration, and code generation. |
| [googleapis/mcp-toolbox](https://github.com/googleapis/mcp-toolbox) | [92/100](SCORES.md#googleapismcp-toolbox) | 15933 (+79/wk) | An open source MCP server in Go that connects AI agents and applications to enterprise databases, providing generic and customizable database tools. |
| [benborla/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) | [85/100](SCORES.md#benborlamcp-server-mysql) | 1937 (+27/wk) | An MCP server providing read-only access to MySQL databases, enabling LLMs to inspect schemas and run queries via the Model Context Protocol. |

## Dev Tools (12)

| Server | Trust | Stars | Description |
|--------|-------|-------|-------------|
| [github/github-mcp-server](https://github.com/github/github-mcp-server) | [97/100](SCORES.md#githubgithub-mcp-server) | 31373 (+175/wk) | An MCP server hosted by GitHub that exposes tools for repository management, issue and PR automation, CI/CD monitoring, and code analysis via a natural language interface. |
| [ChromeDevTools/chrome-devtools-mcp](https://github.com/ChromeDevTools/chrome-devtools-mcp) | [91/100](SCORES.md#chromedevtoolschrome-devtools-mcp) | 46707 (+859/wk) | An MCP server that exposes Chrome DevTools functionality to AI coding agents for browser automation, debugging, and performance analysis. |
| [oraios/serena](https://github.com/oraios/serena) | [90/100](SCORES.md#oraiosserena) | 26346 (+243/wk) | A Python-based MCP server offering semantic code editing and refactoring tools designed as an IDE for AI coding agents. |
| [mobile-next/mobile-mcp](https://github.com/mobile-next/mobile-mcp) | [87/100](SCORES.md#mobile-nextmobile-mcp) | 5422 (+51/wk) | A Model Context Protocol server providing platform-agnostic mobile automation and interaction for iOS and Android devices, including emulators and real hardware. |
| [getsentry/XcodeBuildMCP](https://github.com/getsentry/XcodeBuildMCP) | [86/100](SCORES.md#getsentryxcodebuildmcp) | 6066 (+35/wk) | An MCP server and CLI providing tools for AI agents to interact with iOS and macOS projects using Xcode build tools. |
| [getsentry/XcodeBuildMCP](https://github.com/getsentry/XcodeBuildMCP) | [86/100](SCORES.md#getsentryxcodebuildmcp) | 6066 (+35/wk) | An MCP server and CLI providing tools for AI agents to interact with iOS and macOS projects using Xcode. |
| [bgauryy/octocode](https://github.com/bgauryy/octocode) | [79/100](SCORES.md#bgauryyoctocode) | 886 (+10/wk) | An MCP server providing semantic code research and context generation tools for local and GitHub codebases via a CLI and AI assistant integration. |
| [Pimzino/spec-workflow-mcp](https://github.com/Pimzino/spec-workflow-mcp) | [78/100](SCORES.md#pimzinospec-workflow-mcp) | 4268 (+13/wk) | An MCP server providing structured spec-driven development workflow tools with a real-time dashboard and VSCode extension for AI-assisted software development. |
| [DeusData/codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp) | [77/100](SCORES.md#deusdatacodebase-memory-mcp) ⚠ | 30231 (+3934/wk) | A high-performance MCP server that indexes codebases into a persistent knowledge graph for fast code intelligence and structural queries across 158 languages. |
| [Jpisnice/shadcn-ui-mcp-server](https://github.com/Jpisnice/shadcn-ui-mcp-server) | [72/100](SCORES.md#jpisniceshadcn-ui-mcp-server) | 2851 (+21/wk) | An MCP server providing AI assistants access to shadcn/ui v4 components, blocks, demos, and metadata across multiple frontend frameworks. |
| [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) | [71/100](SCORES.md#wonderwhy-erdesktopcommandermcp) ⚠ | 7822 (+1577/wk) | An MCP server enabling AI-driven terminal control, file search, and file editing capabilities for development workflows. |
| [tadata-org/fastapi_mcp](https://github.com/tadata-org/fastapi_mcp) | [62/100](SCORES.md#tadata-orgfastapi_mcp) | 11938 (+1/wk) | A FastAPI extension that exposes FastAPI endpoints as authenticated MCP tools for clients to consume. |

## Cloud (1)

| Server | Trust | Stars | Description |
|--------|-------|-------|-------------|
| [containers/kubernetes-mcp-server](https://github.com/containers/kubernetes-mcp-server) | [87/100](SCORES.md#containerskubernetes-mcp-server) | 1797 (+45/wk) | A Kubernetes and OpenShift focused MCP server implementing CRUD and management operations on cluster resources, Helm charts, and Tekton pipelines. |

## Productivity (7)

| Server | Trust | Stars | Description |
|--------|-------|-------|-------------|
| [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) | [97/100](SCORES.md#soopersetmcp-atlassian) | 5542 (+45/wk) | An MCP server providing integration with Atlassian tools like Confluence and Jira for querying and managing issues and documents. |
| [czlonkowski/n8n-mcp](https://github.com/czlonkowski/n8n-mcp) | [91/100](SCORES.md#czlonkowskin8n-mcp) | 22250 (+106/wk) | An MCP server providing AI assistants deep access to n8n workflow automation nodes, properties, operations, and templates to enable workflow building. |
| [coddingtonbear/obsidian-local-rest-api](https://github.com/coddingtonbear/obsidian-local-rest-api) | [85/100](SCORES.md#coddingtonbearobsidian-local-rest-api) | 2634 (+49/wk) | A secure local REST API and MCP server providing authenticated access to Obsidian vault files and commands. |
| [jacob-bd/notebooklm-mcp-cli](https://github.com/jacob-bd/notebooklm-mcp-cli) | [84/100](SCORES.md#jacob-bdnotebooklm-mcp-cli) | 5419 (+247/wk) | An MCP server providing programmatic access to Google NotebookLM through a CLI with multiple notebook management tools. |
| [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) | [84/100](SCORES.md#zcaceresmarkdownify-mcp) | 2785 (+14/wk) | An MCP server that converts various file types and web content into Markdown format. |
| [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) | [74/100](SCORES.md#haris-musaexcel-mcp-server) | 4013 (+28/wk) | An MCP server enabling AI agents to create, read, and manipulate Excel files remotely or locally without requiring Microsoft Excel. |
| [CursorTouch/Windows-MCP](https://github.com/CursorTouch/Windows-MCP) | [71/100](SCORES.md#cursortouchwindows-mcp) ⚠ | 6397 (+73/wk) | Windows-MCP is an MCP server enabling AI agents to interact with Windows OS for UI automation, application control, and file navigation. |

## Web Scraping (3)

| Server | Trust | Stars | Description |
|--------|-------|-------|-------------|
| [firecrawl/firecrawl-mcp-server](https://github.com/firecrawl/firecrawl-mcp-server) | [89/100](SCORES.md#firecrawlfirecrawl-mcp-server) | 6916 (+90/wk) | An MCP server providing web scraping, search, and interactive web browsing tools for LLM clients. |
| [brightdata/brightdata-mcp](https://github.com/brightdata/brightdata-mcp) | [83/100](SCORES.md#brightdatabrightdata-mcp) | 2494 (+4/wk) | A MCP server providing real-time web data access and scraping tools that enable AI agents to interact with live web content and package metadata. |
| [epiral/bb-browser](https://github.com/epiral/bb-browser) | [82/100](SCORES.md#epiralbb-browser) | 5953 (+16/wk) | An MCP server that exposes commands to control a real Chrome browser session for AI agents to interact with websites using the user's login state. |

## AI & ML (25)

| Server | Trust | Stars | Description |
|--------|-------|-------|-------------|
| [xberg-io/xberg](https://github.com/xberg-io/xberg) | [95/100](SCORES.md#xberg-ioxberg) | 8610 (+16/wk) | An MCP server providing document intelligence tools for extracting text, metadata, images, and structured information from a wide variety of document formats. |
| [yusufkaraaslan/Skill_Seekers](https://github.com/yusufkaraaslan/Skill_Seekers) | [94/100](SCORES.md#yusufkaraaslanskill_seekers) | 14435 (+73/wk) | Skill Seekers is an MCP server that converts various documentation sources into structured AI skills and knowledge assets for Claude and other AI systems. |
| [1Panel-dev/MaxKB](https://github.com/1Panel-dev/MaxKB) | [93/100](SCORES.md#1panel-devmaxkb) | 22045 (+227/wk) | MaxKB is an open-source platform providing enterprise-grade AI agents with retrieval-augmented generation, workflow orchestration, and multi-model integration exposed via an MCP-compatible server. |
| [modelscope/FunASR](https://github.com/modelscope/FunASR) | [93/100](SCORES.md#modelscopefunasr) | 19156 (+261/wk) | FunASR is an industrial-grade speech recognition MCP server offering multilingual ASR, speaker diarization, emotion detection, and streaming capabilities via a Python package. |
| [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) | [89/100](SCORES.md#microsoftplaywright-mcp) | 34968 (+255/wk) | A Model Context Protocol server providing browser automation capabilities through Playwright's accessibility tree for LLM-driven web interactions. |
| [triggerdotdev/trigger.dev](https://github.com/triggerdotdev/trigger.dev) | [89/100](SCORES.md#triggerdotdevtriggerdev) | 15627 (+62/wk) | Trigger.dev is an open-source platform for building and deploying durable AI agents and workflows with retries, queues, and observability. |
| [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) | [89/100](SCORES.md#glipsfigma-context-mcp) | 15371 (+66/wk) | An MCP server that provides simplified Figma design data to AI coding agents to enable accurate one-shot UI implementation. |
| [upstash/context7](https://github.com/upstash/context7) | [87/100](SCORES.md#upstashcontext7) | 58948 (+359/wk) | Context7 is an MCP server providing up-to-date, version-specific code documentation and examples for programming libraries and frameworks to enhance LLM prompts. |
| [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) | [84/100](SCORES.md#mrexodiaida-pro-mcp) | 10043 (+157/wk) | An MCP server integrating IDA Pro with language models to assist reverse engineering tasks. |
| [idosal/git-mcp](https://github.com/idosal/git-mcp) | [79/100](SCORES.md#idosalgit-mcp) | 8244 (+13/wk) | GitMCP is a remote MCP server that provides AI tools access to the latest documentation and code from any GitHub project to improve code correctness and reduce hallucinations. |
| [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) | [79/100](SCORES.md#blazickjparxiv-mcp-server) | 2950 (+20/wk) | An MCP server enabling AI assistants to search, access, and analyze arXiv papers through a programmatic interface. |
| [perplexityai/modelcontextprotocol](https://github.com/perplexityai/modelcontextprotocol) | [79/100](SCORES.md#perplexityaimodelcontextprotocol) | 2375 (+9/wk) | An MCP server implementation providing AI assistants with real-time web search and conversational tools via the Perplexity API Platform. |
| [robotmcp/ros-mcp-server](https://github.com/robotmcp/ros-mcp-server) | [79/100](SCORES.md#robotmcpros-mcp-server) | 1342 (+10/wk) | A Python MCP server that connects large language models to ROS-based robots, enabling two-way interaction and control without modifying robot source code. |
| [xpzouying/xiaohongshu-mcp](https://github.com/xpzouying/xiaohongshu-mcp) | [78/100](SCORES.md#xpzouyingxiaohongshu-mcp) | 14631 (+121/wk) | A Go-based MCP server providing AI assistant access to xiaohongshu.com data with tools for login management and content publishing. |
| [bgauryy/octocode](https://github.com/bgauryy/octocode) | [76/100](SCORES.md#bgauryyoctocode) | 886 (+10/wk) | Octocode is an MCP server and CLI for semantic code research and context generation, enabling AI agents and developers to search and analyze codebases across local and external repositories. |
| [headroomlabs-ai/headroom](https://github.com/headroomlabs-ai/headroom) | [75/100](SCORES.md#headroomlabs-aiheadroom) ⚠ | 58598 (+1999/wk) | An MCP server that compresses tool outputs, logs, files, and RAG chunks to reduce token usage before reaching large language models. |
| [zylon-ai/private-gpt](https://github.com/zylon-ai/private-gpt) | [75/100](SCORES.md#zylon-aiprivate-gpt) ⚠ | 57330 | PrivateGPT is an open-source API layer that connects local OpenAI-compatible inference servers to provide production-ready AI applications with tools, retrieval, and MCP integration. |
| [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) | [72/100](SCORES.md#qdrantmcp-server-qdrant) | 1461 (+7/wk) | An MCP server that provides a semantic memory layer on top of the Qdrant vector search engine, exposing tools to store and retrieve information. |
| [sansan0/TrendRadar](https://github.com/sansan0/TrendRadar) | [71/100](SCORES.md#sansan0trendradar) ⚠ | 60472 (+219/wk) | TrendRadar is an AI-driven public opinion and trend monitoring MCP server that aggregates multi-platform news, provides AI analysis, and supports smart alerts with multi-channel push notifications. |
| [kucherenko/jscpd](https://github.com/kucherenko/jscpd) | [68/100](SCORES.md#kucherenkojscpd) ⚠ | 5868 (+31/wk) | A copy/paste detector for source code that includes an AI-ready MCP server exposing clone detection and reporting tools. |

*...and 5 more. See [known_servers.json](data/known_servers.json) for the full list.*

## Security (3)

| Server | Trust | Stars | Description |
|--------|-------|-------|-------------|
| [casdoor/casdoor](https://github.com/casdoor/casdoor) | [93/100](SCORES.md#casdoorcasdoor) | 13922 (+47/wk) | Casdoor is an open-source AI-first identity and access management server and MCP gateway supporting multiple authentication protocols and providing a web UI. |
| [0x4m4/hexstrike-ai](https://github.com/0x4m4/hexstrike-ai) | [72/100](SCORES.md#0x4m4hexstrike-ai) | 10269 (+122/wk) | HexStrike AI MCP Agents is an MCP server enabling AI agents to autonomously run over 150 cybersecurity tools for automated penetration testing and security research. |
| [LaurieWired/GhidraMCP](https://github.com/LaurieWired/GhidraMCP) | [60/100](SCORES.md#lauriewiredghidramcp) | 9473 (+72/wk) | An MCP server integrating with Ghidra to expose reverse engineering tools like decompilation, method renaming, and code analysis to MCP clients. |

## Monitoring (1)

| Server | Trust | Stars

…

## Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [sunnamed434](https://github.com/sunnamed434)
- **Source:** [sunnamed434/awesome-mcp-registry](https://github.com/sunnamed434/awesome-mcp-registry)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/mcp-sunnamed434-awesome-mcp-registry
- Seller: https://agentstack.voostack.com/s/sunnamed434
- Browse the marketplace: https://agentstack.voostack.com/browse

---
Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.