MCP Server Quality Scores
Independent quality analysis of 33745 public MCP servers
Last updated 1 hour, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 17251 |
Extract any website's complete design system with one command. DTCG tokens, sem…
|
C 65 4⁄4 | ||||||||
| 17252 |
🔪 Open-source safety firewall for AI agents. Intercepts tool calls before they …
|
C 65 4⁄4 | ||||||||
| 17253 |
Enables AI assistants to search, list, and retrieve documentation from the Slic…
|
C 65 4⁄4 | ||||||||
| 17254 |
OECD-Search
Claim
A model Context Protocol (MCP) server that provides comprehensive OECD statisti…
|
C 65 5⁄3 | ||||||||
| 17255 |
Aiqaramba
Claim
Browser-based QA testing for AI-built software. Agents open real browsers (via …
|
C 65 5⁄5 | ||||||||
| 17256 |
Transforms any GitHub repository or GitHub Pages site into a documentation hub …
|
C 64 5⁄5 | ||||||||
| 17257 |
A swiss-army-knife that can manage/execute programs and read/write/search/edit …
|
C 64 5⁄3 | ||||||||
| 17258 |
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code gen…
|
C 64 4⁄4 | ||||||||
| 17259 |
A security scanner for your LLM agentic workflows
|
C 64 4⁄4 | ||||||||
| 17260 |
A production-ready FastMCP server template with modular architecture for buildi…
|
C 64 4⁄4 | ||||||||
| 17261 |
ArcadeDB
Claim
Multi-Model database with built-in MCP server for SQL, Cypher, Gremlin, and Gra…
|
C 64 4⁄4 | ||||||||
| 17262 |
Exposes tools from the Ecuro Light API for managing clinical appointments, pati…
|
C 64 4⁄4 | ||||||||
| 17263 |
The most autonomous pentesting AI on the market. MCP server + Python agents wit…
|
C 64 4⁄4 | ||||||||
| 17264 |
Enables integration with Vapi's voice AI platform to manage assistants, create …
|
C 64 5⁄5 | ||||||||
| 17265 |
Production-ready MCP server providing GitLab integration with OAuth authenticat…
|
C 64 4⁄4 | ||||||||
| 17266 |
A model context protocol server that provides Cookie rewards for LLMS through g…
|
C 64 5⁄3 | ||||||||
| 17267 |
A Model Context Protocol (MCP) server that integrates Shortcut project manageme…
|
C 64 4⁄4 | ||||||||
| 17268 |
openops
Claim
The batteries-included, No-Code FinOps automation platform, with the AI you tru…
|
C 64 4⁄4 | ||||||||
| 17269 |
Integrates Sentry error tracking and JIRA project management APIs, enabling use…
|
C 64 5⁄5 | ||||||||
| 17270 |
A server that enables Claude Desktop to generate images using Google's Gemini A…
|
C 64 5⁄5 | ||||||||
| 17271 |
nobulex
Claim
Proof-of-behavior enforcement for AI agents. Define behavioral covenant rules (…
|
C 64 4⁄4 | ||||||||
| 17272 |
Provides custom prompts for Amazon Q by serving markdown files from the local f…
|
C 64 4⁄4 | ||||||||
| 17273 |
AI-powered code generator for the Arbitrum ecosystem. 19 MCP tools for Stylus s…
|
C 64 4⁄4 | ||||||||
| 17274 |
Enables AI agents to interact with the ComplianceCow platform to retrieve compl…
|
C 64 4⁄4 | ||||||||
| 17275 |
Marmot Data Catalog
Claim
Open-source data catalog. Search assets, explore lineage, and find ownership.
|
C 64 4⁄4 | ||||||||
| 17276 |
Model Context Protocol (MCP) Server for the JFrog Platform API, enabling reposi…
|
C 64 5⁄5 | ||||||||
| 17277 |
AI code research platform. Search, analyze, and extract insights from any GitHu…
|
C 64 4⁄4 | ||||||||
| 17278 |
An MCP server that parses files for Claude Desktop, requiring a 302AI API key f…
|
C 63 4⁄4 | ||||||||
| 17279 |
Crypto intelligence for AI agents. Hyperliquid trader analytics, cohorts, and l…
|
C 63 5⁄3 | ||||||||
| 17280 |
Manage your Rocket.Chat workspace by browsing channels, messages, and complex d…
|
C 63 5⁄5 | ||||||||
| 17281 |
A Model Context Protocol server that scans and exposes AI-related dotfiles and …
|
C 63 4⁄4 | ||||||||
| 17282 |
Lets LLMs read and manage Google Calendar events.
|
C 63 5⁄5 | ||||||||
| 17283 |
Provides comprehensive access to Manifold Markets prediction platform through a…
|
C 63 5⁄5 | ||||||||
| 17284 |
Behavioral therapy for AI agents — self-diagnosis, alignment, and training via …
|
C 63 4⁄4 | ||||||||
| 17285 |
swarmvault
Claim
Inspired by Karpathy's LLM Wiki. Local-first RAG knowledge base compiler with M…
|
C 63 4⁄4 | ||||||||
| 17286 |
Enables AI assistants to interact with Slack workspaces through comprehensive c…
|
C 63 4⁄4 | ||||||||
| 17287 |
A simple MCP server for Firefly III
|
C 63 4⁄4 | ||||||||
| 17288 |
Integrates Apple Notes with AI-powered task extraction and prioritization, enab…
|
C 63 5⁄3 | ||||||||
| 17289 |
Dart AI Model Context Protocol (MCP) server
|
C 63 5⁄5 | ||||||||
| 17290 |
An APAC-native web scraping API for AI agents that provides tools for scraping,…
|
C 63 4⁄4 | ||||||||
| 17291 |
这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，…
|
C 63 5⁄5 | ||||||||
| 17292 |
🔐 50+ MCP Security Servers for AI-Powered Pentesting | Integrate Nmap, Burp Sui…
|
C 63 5⁄3 | ||||||||
| 17293 |
mcp-chat
Claim
Examples of using Pipedream's MCP server in your app or AI agent.
|
C 63 4⁄4 | ||||||||
| 17294 |
metoro-mcp-server
Claim
Query and interact with kubernetes environments monitored by Metoro
|
C 63 4⁄4 | ||||||||
| 17295 |
phpMyFAQ
Claim
phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL a…
|
C 63 4⁄4 | ||||||||
| 17296 |
Trust, identity, and reputation infrastructure for AI agents. Register agents w…
|
C 63 4⁄4 | ||||||||
| 17297 |
Manage GitLab resources including webhooks, CI/CD variables, and protected bran…
|
C 62 5⁄5 | ||||||||
| 17298 |
ramparts
Claim
mcp scan that scans any mcp server for indirect attack vectors and security or …
|
C 62 5⁄3 | ||||||||
| 17299 |
Build and deploy full-stack Next.js apps with 98 tools for React, AWS, and Mong…
|
C 62 5⁄3 | ||||||||
| 17300 |
Claude Code plugin and MCP server that nudges you to take outdoor breaks based …
|
C 62 4⁄4 | ||||||||