# Mcp Ecosystem Scanner

> Automated registry of 450+ MCP (Model Context Protocol) servers. Crawls GitHub daily, validates servers, and quality-scores the entire ecosystem.

- **Type:** MCP server
- **Install:** `agentstack add mcp-purplehaze2320-mcp-ecosystem-scanner`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [PurpleHaze2320](https://agentstack.voostack.com/s/purplehaze2320)
- **Installs:** 0
- **Category:** [Developer Tools](https://agentstack.voostack.com/c/developer-tools)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [PurpleHaze2320](https://github.com/PurpleHaze2320)
- **Source:** https://github.com/PurpleHaze2320/mcp-ecosystem-scanner

## Install

```sh
agentstack add mcp-purplehaze2320-mcp-ecosystem-scanner
```

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

## About

# 🔬 MCP Ecosystem Scanner

[](https://github.com/PurpleHaze2320/mcp-ecosystem-scanner/actions/workflows/scan.yml)
[](https://github.com/PurpleHaze2320/mcp-ecosystem-scanner)
[](https://opensource.org/licenses/MIT)
[](https://github.com/PurpleHaze2320/mcp-ecosystem-scanner/stargazers)

> The most comprehensive automated registry of [Model Context Protocol](https://modelcontextprotocol.io/) servers.
> Discovers, validates, and quality-scores every MCP server on GitHub — daily.

> **454** servers catalogued | **10** categories | Last scan: **2026-07-09 10:44 UTC**

## Why This Exists

MCP is the open standard that lets AI agents (Claude, GPT, Gemini, etc.) connect to external tools and data.
The ecosystem is exploding — but discovery is fragmented. The official registry is young, awesome-lists are
manually curated, and there's no automated way to know which servers are well-maintained vs. abandoned.

This scanner crawls GitHub daily, validates each repo as a genuine MCP server, and scores its quality
based on documentation, tests, CI, maintenance activity, and community adoption.

---

## 📊 Ecosystem Overview

| Metric | Value |
|--------|-------|
| Total MCP Servers | **454** |
| Combined GitHub Stars | **1.3M** |
| Average Quality Score | **16.1/100** |
| New This Month | **1** |
| Categories | **10** |

**Languages:** **TypeScript**: 208 · **Python**: 202 · **Go**: 13 · **JavaScript**: 10 · **Unknown**: 8 · **C#**: 4

**Transports:** `stdio`: 233 · `sse`: 348 · `streamable-http`: 114 · `unknown`: 69

---

## 🆕 New This Month

| Server | Stars | Language | Category | Quality |
|--------|-------|----------|----------|---------|
| [darknet-mcp-server](https://github.com/badchars/darknet-mcp-server) | ⭐ 199 | TypeScript | `web` | ░░░░░░░░░░ 0 |

---

## 🏆 Top Servers by Quality Score

| Rank | Server | Quality | Stars | Description | Category | Transport |
|------|--------|---------|-------|-------------|----------|-----------|
| 1 | [private-gpt](https://github.com/zylon-ai/private-gpt) | █████████░ **90** | 57.3k | Complete API layer for private AI applications on local models: RAG, s | `ai-ml` | `SSE` |
| 2 | [semiotic](https://github.com/nteract/semiotic) | █████████░ **90** | 2.7k | React data visualization library for streaming, networks, and AI-assis | `other` | `stdio` `SSE` |
| 3 | [ha-mcp](https://github.com/homeassistant-ai/ha-mcp) | █████████░ **90** | 3.9k | The Unofficial and Awesome Home Assistant MCP Server | `dev-tools` | `stdio` `SSE` `HTTP` |
| 4 | [agent-scan](https://github.com/snyk/agent-scan) | █████████░ **90** | 2.8k | Security scanner for AI agents, MCP servers and agent skills. | `other` | `stdio` `SSE` |
| 5 | [Windows-MCP](https://github.com/CursorTouch/Windows-MCP) | █████████░ **90** | 6.4k | MCP Server for Computer Use in Windows | `other` | `stdio` `SSE` `HTTP` |
| 6 | [notebooklm-mcp-cli](https://github.com/jacob-bd/notebooklm-mcp-cli) | █████████░ **90** | 5.3k | Programmatic access to Google NotebookLM — via command-line interface  | `productivity` | `SSE` |
| 7 | [context-mode](https://github.com/mksglu/context-mode) | █████████░ **89** | 18.7k | Context window optimization for AI coding agents. Sandboxes tool outpu | `files` | `stdio` `SSE` |
| 8 | [fast-agent](https://github.com/evalstate/fast-agent) | █████████░ **89** | 3.9k | Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A | `other` | `stdio` `SSE` `HTTP` |
| 9 | [Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) | █████████░ **89** | 15.4k | MCP server to provide Figma layout information to AI coding agents lik | `other` | `stdio` |
| 10 | [playwright-mcp](https://github.com/microsoft/playwright-mcp) | █████████░ **89** | 34.9k | Playwright MCP server | `web` | `stdio` `SSE` |
| 11 | [mcporter](https://github.com/openclaw/mcporter) | █████████░ **89** | 4.8k | Call MCPs via TypeScript, masquerading as simple TypeScript API. Or pa | `other` | `stdio` `SSE` `HTTP` |
| 12 | [fastmcp](https://github.com/PrefectHQ/fastmcp) | █████████░ **88** | 26.1k | 🚀 The fast, Pythonic way to build MCP servers and clients. | `ai-ml` | `SSE` |
| 13 | [core](https://github.com/opensumi/core) | █████████░ **88** | 3.6k | A framework helps you quickly build AI Native IDE products. MCP Client | `other` | — |
| 14 | [csharp-sdk](https://github.com/modelcontextprotocol/csharp-sdk) | █████████░ **88** | 4.4k | The official C# SDK for Model Context Protocol servers and clients. Ma | `dev-tools` | `SSE` |
| 15 | [registry](https://github.com/modelcontextprotocol/registry) | █████████░ **88** | 7.0k | A community driven registry service for Model Context Protocol (MCP) s | `files` | `SSE` |
| 16 | [optillm](https://github.com/algorithmicsuperintelligence/optillm) | █████████░ **88** | 4.2k | Optimizing inference proxy for LLMs | `ai-ml` | `stdio` `SSE` |
| 17 | [google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) | █████████░ **88** | 2.8k | Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tas | `productivity` | `stdio` `SSE` `HTTP` |
| 18 | [python-sdk](https://github.com/modelcontextprotocol/python-sdk) | █████████░ **88** | 23.6k | The official Python SDK for Model Context Protocol servers and clients | `dev-tools` | `stdio` `SSE` `HTTP` |
| 19 | [gpt-researcher](https://github.com/assafelovic/gpt-researcher) | █████████░ **88** | 28.2k | An autonomous agent that conducts deep research on any data using any  | `ai-ml` | `SSE` |
| 20 | [linkedin-mcp-server](https://github.com/stickerdaniel/linkedin-mcp-server) | █████████░ **88** | 2.7k | Open-source MCP server for LinkedIn. Give Claude and any MCP-compatibl | `ai-ml` | `stdio` `SSE` `HTTP` |
| 21 | [EvoScientist](https://github.com/EvoScientist/EvoScientist) | █████████░ **88** | 4.1k | 🔬 Harness Vibe Research with Self-evolving AI Scientists | `dev-tools` | `SSE` |
| 22 | [ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) | █████████░ **87** | 10.0k | AI-powered reverse engineering assistant that bridges IDA Pro with lan | `other` | `stdio` `SSE` |
| 23 | [mcp-atlassian](https://github.com/sooperset/mcp-atlassian) | █████████░ **87** | 5.5k | MCP server for Atlassian tools (Confluence, Jira) | `productivity` | `SSE` |
| 24 | [typescript-sdk](https://github.com/modelcontextprotocol/typescript-sdk) | █████████░ **87** | 12.8k | The official TypeScript SDK for Model Context Protocol servers and cli | `dev-tools` | `stdio` `HTTP` |
| 25 | [mcp-context-forge](https://github.com/IBM/mcp-context-forge) | █████████░ **87** | 4.1k | An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, | `dev-tools` | `stdio` `SSE` `HTTP` |
| 26 | [tabularis](https://github.com/TabularisDB/tabularis) | █████████░ **87** | 3.7k | Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLit | `data` | `stdio` |
| 27 | [brightdata-mcp](https://github.com/brightdata/brightdata-mcp) | █████████░ **87** | 2.5k | A powerful Model Context Protocol (MCP) server that provides an all-in | `web` | `SSE` |
| 28 | [mobile-mcp](https://github.com/mobile-next/mobile-mcp) | █████████░ **86** | 5.4k | Model Context Protocol Server for Mobile Automation and Scraping (iOS, | `other` | `stdio` `SSE` |
| 29 | [CodeGraphContext](https://github.com/CodeGraphContext/CodeGraphContext) | █████████░ **86** | 3.9k | An MCP server plus a CLI tool that indexes local code into a graph dat | `data` | `SSE` |
| 30 | [headroom](https://github.com/headroomlabs-ai/headroom) | █████████░ **86** | 58.0k | Compress tool outputs, logs, files, and RAG chunks before they reach t | `ai-ml` | `SSE` |

---

## 📂 Servers by Category

### Ai Ml (82 servers)

| Server | Stars | Quality | Description |
|--------|-------|---------|-------------|
| [headroom](https://github.com/headroomlabs-ai/headroom) | ⭐ 58.0k | 86 | Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60 |
| [private-gpt](https://github.com/zylon-ai/private-gpt) | ⭐ 57.3k | 90 | Complete API layer for private AI applications on local models: RAG, skills, too |
| [gpt-researcher](https://github.com/assafelovic/gpt-researcher) | ⭐ 28.2k | 88 | An autonomous agent that conducts deep research on any data using any LLM provid |
| [fastmcp](https://github.com/PrefectHQ/fastmcp) | ⭐ 26.1k | 88 | 🚀 The fast, Pythonic way to build MCP servers and clients. |
| [Qwen-Agent](https://github.com/QwenLM/Qwen-Agent) | ⭐ 16.7k | 72 | Agent framework and applications built upon Qwen>=3.0, featuring Function Callin |
| [DeepCode](https://github.com/HKUDS/DeepCode) | ⭐ 16.0k | 86 | "DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)" |
| [pal-mcp-server](https://github.com/BeehiveInnovations/pal-mcp-server) | ⭐ 11.6k | 72 | The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter  |
| [mcp-use](https://github.com/mcp-use/mcp-use) | ⭐ 10.3k | 74 | The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Serve |
| [mcp-agent](https://github.com/lastmile-ai/mcp-agent) | ⭐ 8.4k | 71 | Build effective agents using Model Context Protocol and simple workflow patterns |
| [awesome-agent-skills](https://github.com/heilcheng/awesome-agent-skills) | ⭐ 5.9k | 37 | Tutorials, Guides and Agent Skills Directories |
| [awesome-mcp-servers](https://github.com/appcypher/awesome-mcp-servers) | ⭐ 5.7k | 34 | Awesome MCP Servers - A curated list of Model Context Protocol servers |
| [claude-code-ultimate-guide](https://github.com/FlorianBruniaux/claude-code-ultimate-guide) | ⭐ 5.4k | 72 | The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP  |
| [5ire](https://github.com/nanbingxyz/5ire) | ⭐ 5.3k | 86 | 5ire is a cross-platform desktop AI assistant, MCP client. It compatible with ma |
| [mcp-ui](https://github.com/MCP-UI-Org/mcp-ui) | ⭐ 5.0k | 68 | UI over MCP. Create next-gen UI experiences with the protocol and SDK! |
| [claude-code-guide](https://github.com/zebbern/claude-code-guide) | ⭐ 4.4k | 64 | Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks g |
| *...and 67 more* | | | |

### Cloud (8 servers)

| Server | Stars | Quality | Description |
|--------|-------|---------|-------------|
| [mcp](https://github.com/awslabs/mcp) | ⭐ 9.4k | 72 | Open source MCP Servers for AWS |
| [mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) | ⭐ 3.9k | 71 | — |
| [skills](https://github.com/microsoft/skills) | ⭐ 2.7k | 74 | Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents |
| [azure-devops-mcp](https://github.com/microsoft/azure-devops-mcp) | ⭐ 1.9k | 0 | The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to  |
| [mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) | ⭐ 377 | 0 | An MCP server for Azure DevOps |
| [run-model-context-protocol-servers-with-aws-lambda](https://github.com/awslabs/run-model-context-protocol-servers-with-aws-lambda) | ⭐ 373 | 0 | Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda func |
| [sample-serverless-mcp-servers](https://github.com/aws-samples/sample-serverless-mcp-servers) | ⭐ 239 | 0 | Sample implementations of AI Agents and MCP Servers running on AWS Serverless co |
| [Lambda-MCP-Server](https://github.com/mikegc-aws/Lambda-MCP-Server) | ⭐ 234 | 0 | Creates a simple MCP tool server with "streaming" HTTP. |

### Data (30 servers)

| Server | Stars | Quality | Description |
|--------|-------|---------|-------------|
| [CodeGraphContext](https://github.com/CodeGraphContext/CodeGraphContext) | ⭐ 3.9k | 86 | An MCP server plus a CLI tool that indexes local code into a graph database to p |
| [tabularis](https://github.com/TabularisDB/tabularis) | ⭐ 3.7k | 87 | Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 13+  |
| [dbhub](https://github.com/bytebase/dbhub) | ⭐ 3.1k | 64 | Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Se |
| [mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) | ⭐ 1.9k | 0 | A Model Context Protocol server that provides read-only access to MySQL database |
| [pg-aiguide](https://github.com/timescale/pg-aiguide) | ⭐ 1.8k | 0 | MCP server and Claude plugin for Postgres skills and documentation. Helps AI cod |
| [mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) | ⭐ 1.3k | 0 | A Model Context Protocol (MCP) server that enables secure interaction with MySQL |
| [nocturne_memory](https://github.com/Dataojitori/nocturne_memory) | ⭐ 1.3k | 0 | A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents.  |
| [mongodb-mcp-server](https://github.com/mongodb-js/mongodb-mcp-server) | ⭐ 1.1k | 0 | A Model Context Protocol server to connect to MongoDB databases and MongoDB Atla |
| [yargi-mcp](https://github.com/saidsurucu/yargi-mcp) | ⭐ 1.0k | 0 | MCP Server For Turkish Legal Databases |
| [mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j) | ⭐ 977 | 0 | Neo4j Labs Model Context Protocol servers |
| [supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) | ⭐ 828 | 0 | Query MCP enables end-to-end management of Supabase via chat interface: read & w |
| [mcp-gateway-registry](https://github.com/agentic-community/mcp-gateway-registry) | ⭐ 778 | 0 | Enterprise-ready MCP Gateway & Registry that centralizes AI development tools wi |
| [mcp-security-hub](https://github.com/FuzzingLabs/mcp-security-hub) | ⭐ 713 | 0 | A growing collection of MCP servers bringing offensive security tools to AI assi |
| [mcp-for-security](https://github.com/cyproxio/mcp-for-security) | ⭐ 619 | 0 | MCP for Security: A collection of Model Context Protocol servers for popular sec |
| [mcp-server-neon](https://github.com/neondatabase/mcp-server-neon) | ⭐ 617 | 0 | MCP server for interacting with Neon Management API and databases |
| *...and 15 more* | | | |

### Dev Tools (86 servers)

| Server | Stars | Quality | Description |
|--------|-------|---------|-------------|
| [TrendRadar](https://github.com/sansan0/TrendRadar) | ⭐ 60.4k | 64 | ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS,  |
| [python-sdk](https://github.com/modelcontextprotocol/python-sdk) | ⭐ 23.6k | 88 | The official Python SDK for Model Context Protocol servers and clients |
| [typescript-sdk](https://github.com/modelcontextprotocol/typescript-sdk) | ⭐ 12.8k | 87 | The official TypeScript SDK for Model Context Protocol servers and clients |
| [hexstrike-ai](https://github.com/0x4m4/hexstrike-ai) | ⭐ 10.2k | 43 | HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, G |
| [modelcontextprotocol](https://github.com/modelcontextprotocol/modelcontextprotocol) | ⭐ 8.6k | 74 | Specification and documentation for the Model Context Protocol |
| [git-mcp](https://github.com/idosal/git-mcp) | ⭐ 8.2k | 67 | Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP ser |
| [jscpd](https://github.com/kucherenko/jscpd) | ⭐ 5.9k | 74 | Copy/paste detector for programming source code, supports 223 formats. AI-ready  |
| [aci](https://github.com/aipotheosis-labs/aci) | ⭐ 4.8k | 66 | ACI.dev is the open source tool-calling platform that hooks up 600+ tools into a |
| [go-sdk](https://github.com/modelcontextprotocol/go-sdk) | ⭐ 4.8k | 74 | The official Go SDK for Model Context Protocol servers and clients. Maintained i |
| [notion-mcp-server](https://github.com/makenotion/notion-mcp-server) | ⭐ 4.5k | 66 | Official Notion MCP Server |
| [csharp-sdk](https://github.com/modelcontextprotocol/csharp-sdk) | ⭐ 4.4k | 88 | The official C# SDK for Model Context Protocol servers and clients. Maintained i |
| [EvoScientist](https://github.com/EvoScientist/EvoScientist) | ⭐ 4.1k | 88 | 🔬 Harness Vibe Research with Self-evolving AI Scientists |
| [mcp-context-forge](https://github.com/IBM/mcp-context-forge) | ⭐ 4.1k | 87 | An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or

…

## Source & license

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

- **Author:** [PurpleHaze2320](https://github.com/PurpleHaze2320)
- **Source:** [PurpleHaze2320/mcp-ecosystem-scanner](https://github.com/PurpleHaze2320/mcp-ecosystem-scanner)
- **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:** yes
- **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-purplehaze2320-mcp-ecosystem-scanner
- Seller: https://agentstack.voostack.com/s/purplehaze2320
- 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%.