MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 17251 |
AI-native business management — 52 tools for invoicing, CRM, accounting & tax.
|
C 66 4⁄4 | ||||||||
| 17252 |
The Blue Alliance MCP server using its API for FIRST Robotics Competition data.…
|
C 66 5⁄3 | ||||||||
| 17253 |
escrow
Claim
Agent-to-agent escrow on Base. Post quests with ETH/USDC bounties and settle on…
|
C 66 5⁄5 | ||||||||
| 17254 |
86-tool MCP server for Bostrom blockchain: read chain state and sign transactio…
|
C 66 5⁄3 | ||||||||
| 17255 |
Enables AI agents to search and retrieve context from GitHub issues, pull reque…
|
C 66 4⁄4 | ||||||||
| 17256 |
An MCP server that provides an interface for interacting with the Cloudinary AP…
|
C 66 5⁄5 | ||||||||
| 17257 |
Job search automation, auto apply, resume builder, application tracking, and re…
|
C 66 4⁄4 | ||||||||
| 17258 |
Enables AI assistants to search, list, and retrieve documentation from the Slic…
|
C 65 4⁄4 | ||||||||
| 17259 |
A professional Model Context Protocol (MCP) server for LinkedIn content creatio…
|
C 65 4⁄4 | ||||||||
| 17260 |
Aiqaramba
Claim
Browser-based QA testing for AI-built software. Agents open real browsers (via …
|
C 65 5⁄5 | ||||||||
| 17261 |
Provides AI systems with web crawling, scraping, and search capabilities throug…
|
C 65 4⁄4 | ||||||||
| 17262 |
Enables interaction with Instantly.ai email outreach platform through 31 tools …
|
C 65 4⁄4 | ||||||||
| 17263 |
A Model Context Protocol server that allows integration with Claude Desktop by …
|
C 65 4⁄4 | ||||||||
| 17264 |
OECD-Search
Claim
A model Context Protocol (MCP) server that provides comprehensive OECD statisti…
|
C 65 5⁄3 | ||||||||
| 17265 |
Extract any website's complete design system with one command. DTCG tokens, sem…
|
C 65 4⁄4 | ||||||||
| 17266 |
Build complete Apps with our framework — study or fork this reference implement…
|
C 65 4⁄4 | ||||||||
| 17267 |
🔪 Open-source safety firewall for AI agents. Intercepts tool calls before they …
|
C 65 4⁄4 | ||||||||
| 17268 |
A server that enables Claude Desktop to generate images using Google's Gemini A…
|
C 64 5⁄5 | ||||||||
| 17269 |
marmot
Claim
The open-source context layer for your AI. Catalog your tables, topics, queues …
|
C 64 4⁄4 | ||||||||
| 17270 |
A production-ready FastMCP server template with modular architecture for buildi…
|
C 64 4⁄4 | ||||||||
| 17271 |
openops
Claim
The batteries-included, No-Code FinOps automation platform, with the AI you tru…
|
C 64 4⁄4 | ||||||||
| 17272 |
A model context protocol server that provides Cookie rewards for LLMS through g…
|
C 64 5⁄3 | ||||||||
| 17273 |
Enables integration with Vapi's voice AI platform to manage assistants, create …
|
C 64 5⁄5 | ||||||||
| 17274 |
A Model Context Protocol (MCP) server that integrates Shortcut project manageme…
|
C 64 4⁄4 | ||||||||
| 17275 |
Model Context Protocol (MCP) Server for the JFrog Platform API, enabling reposi…
|
C 64 5⁄5 | ||||||||
| 17276 |
ArcadeDB
Claim
Multi-Model database with built-in MCP server for SQL, Cypher, Gremlin, and Gra…
|
C 64 4⁄4 | ||||||||
| 17277 |
Exposes tools from the Ecuro Light API for managing clinical appointments, pati…
|
C 64 4⁄4 | ||||||||
| 17278 |
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code gen…
|
C 64 4⁄4 | ||||||||
| 17279 |
AI-powered code generator for the Arbitrum ecosystem. 19 MCP tools for Stylus s…
|
C 64 4⁄4 | ||||||||
| 17280 |
AI code research platform. Search, analyze, and extract insights from any GitHu…
|
C 64 4⁄4 | ||||||||
| 17281 |
Provides custom prompts for Amazon Q by serving markdown files from the local f…
|
C 64 4⁄4 | ||||||||
| 17282 |
Production-ready MCP server providing GitLab integration with OAuth authenticat…
|
C 64 4⁄4 | ||||||||
| 17283 |
Integrates Sentry error tracking and JIRA project management APIs, enabling use…
|
C 64 5⁄5 | ||||||||
| 17284 |
Transforms any GitHub repository or GitHub Pages site into a documentation hub …
|
C 64 5⁄5 | ||||||||
| 17285 |
A swiss-army-knife that can manage/execute programs and read/write/search/edit …
|
C 64 5⁄3 | ||||||||
| 17286 |
Autonomous pentests from one command: real security tools, working PoCs, and au…
|
C 64 4⁄4 | ||||||||
| 17287 |
A security scanner for your LLM agentic workflows
|
C 64 4⁄4 | ||||||||
| 17288 |
nobulex
Claim
Proof-of-behavior enforcement for AI agents. Define behavioral covenant rules (…
|
C 64 4⁄4 | ||||||||
| 17289 |
Enables AI agents to interact with the ComplianceCow platform to retrieve compl…
|
C 64 4⁄4 | ||||||||
| 17290 |
phpMyFAQ
Claim
phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL a…
|
C 63 4⁄4 | ||||||||
| 17291 |
Dart AI Model Context Protocol (MCP) server
|
C 63 5⁄5 | ||||||||
| 17292 |
A Model Context Protocol server that scans and exposes AI-related dotfiles and …
|
C 63 4⁄4 | ||||||||
| 17293 |
An APAC-native web scraping API for AI agents that provides tools for scraping,…
|
C 63 4⁄4 | ||||||||
| 17294 |
mcp-chat
Claim
Examples of using Pipedream's MCP server in your app or AI agent.
|
C 63 4⁄4 | ||||||||
| 17295 |
An MCP server that parses files for Claude Desktop, requiring a 302AI API key f…
|
C 63 4⁄4 | ||||||||
| 17296 |
swarmvault
Claim
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge ba…
|
C 63 4⁄4 | ||||||||
| 17297 |
Provides comprehensive access to Manifold Markets prediction platform through a…
|
C 63 5⁄5 | ||||||||
| 17298 |
Manage your Rocket.Chat workspace by browsing channels, messages, and complex d…
|
C 63 5⁄5 | ||||||||
| 17299 |
metoro-mcp-server
Claim
Query and interact with kubernetes environments monitored by Metoro
|
C 63 4⁄4 | ||||||||
| 17300 |
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 | ||||||||