MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 17051 |
Unified MCP Hub for managing multiple Model Context Protocol servers
|
C 66 4⁄4 | ||||||||
| 17052 |
The Blue Alliance MCP Server
|
C 66 5⁄3 | ||||||||
| 17053 |
Job search automation, auto apply, resume builder, application tracking, and re…
|
C 66 4⁄4 | ||||||||
| 17054 |
AI executive function assistant — tasks, calendar, knowledge, code indexing, an…
|
C 66 5⁄3 | ||||||||
| 17055 |
AI-powered bioprotocol optimization — generate, search, and manage lab protocol…
|
C 66 5⁄5 | ||||||||
| 17056 |
escrow
Claim
Agent-to-agent escrow on Base. Post quests with ETH/USDC bounties and settle on…
|
C 66 5⁄5 | ||||||||
| 17057 |
🔪 Open-source safety firewall for AI agents. Intercepts tool calls before they …
|
C 65 4⁄4 | ||||||||
| 17058 |
Enables interaction with Instantly.ai email outreach platform through 31 tools …
|
C 65 4⁄4 | ||||||||
| 17059 |
Enables creation of optimized LinkedIn posts using a component-based design sys…
|
C 65 4⁄4 | ||||||||
| 17060 |
OECD-Search
Claim
A model Context Protocol (MCP) server that provides comprehensive OECD statisti…
|
C 65 5⁄3 | ||||||||
| 17061 |
Provides AI systems with web crawling, scraping, and search capabilities throug…
|
C 65 4⁄4 | ||||||||
| 17062 |
Enables AI assistants to search, list, and retrieve documentation from the Slic…
|
C 65 4⁄4 | ||||||||
| 17063 |
Aiqaramba
Claim
Browser-based QA testing for AI-built software. Agents open real browsers (via …
|
C 65 5⁄5 | ||||||||
| 17064 |
A Model Context Protocol server that allows integration with Claude Desktop by …
|
C 65 4⁄4 | ||||||||
| 17065 |
Build complete Apps with our framework — study or fork this reference implement…
|
C 65 4⁄4 | ||||||||
| 17066 |
Integrates Sentry error tracking and JIRA project management APIs, enabling use…
|
C 64 5⁄5 | ||||||||
| 17067 |
Production-ready MCP server providing GitLab integration with OAuth authenticat…
|
C 64 4⁄4 | ||||||||
| 17068 |
ArcadeDB
Claim
Multi-Model database with built-in MCP server for SQL, Cypher, Gremlin, and Gra…
|
C 64 4⁄4 | ||||||||
| 17069 |
Provides custom prompts for Amazon Q by serving markdown files from the local f…
|
C 64 4⁄4 | ||||||||
| 17070 |
Exposes tools from the Ecuro Light API for managing clinical appointments, pati…
|
C 64 4⁄4 | ||||||||
| 17071 |
A production-ready FastMCP server template with modular architecture for buildi…
|
C 64 4⁄4 | ||||||||
| 17072 |
A model context protocol server that provides Cookie rewards for LLMS through g…
|
C 64 5⁄3 | ||||||||
| 17073 |
AI-powered code generator for the Arbitrum ecosystem. 19 MCP tools for Stylus s…
|
C 64 4⁄4 | ||||||||
| 17074 |
openops
Claim
The batteries-included, No-Code FinOps automation platform, with the AI you tru…
|
C 64 4⁄4 | ||||||||
| 17075 |
Transforms any GitHub repository or GitHub Pages site into a documentation hub …
|
C 64 5⁄5 | ||||||||
| 17076 |
Enables integration with Vapi's voice AI platform to manage assistants, create …
|
C 64 5⁄5 | ||||||||
| 17077 |
AI code research platform. Search, analyze, and extract insights from any GitHu…
|
C 64 4⁄4 | ||||||||
| 17078 |
Marmot Data Catalog
Claim
Open-source data catalog. Search assets, explore lineage, and find ownership.
|
C 64 4⁄4 | ||||||||
| 17079 |
Model Context Protocol (MCP) Server for the JFrog Platform API, enabling reposi…
|
C 64 5⁄5 | ||||||||
| 17080 |
A Model Context Protocol (MCP) server that integrates Shortcut project manageme…
|
C 64 4⁄4 | ||||||||
| 17081 |
A security scanner for your LLM agentic workflows
|
C 64 4⁄4 | ||||||||
| 17082 |
A server that enables Claude Desktop to generate images using Google's Gemini A…
|
C 64 5⁄5 | ||||||||
| 17083 |
Enables AI agents to interact with the ComplianceCow platform to retrieve compl…
|
C 64 4⁄4 | ||||||||
| 17084 |
MCP server for terminal commands, file operations, and process management
|
C 64 5⁄3 | ||||||||
| 17085 |
A Model Context Protocol server that scans and exposes AI-related dotfiles and …
|
C 63 4⁄4 | ||||||||
| 17086 |
An MCP server that parses files for Claude Desktop, requiring a 302AI API key f…
|
C 63 4⁄4 | ||||||||
| 17087 |
Enables AI assistants to interact with Slack workspaces through comprehensive c…
|
C 63 4⁄4 | ||||||||
| 17088 |
Behavioral therapy for AI agents — self-diagnosis, alignment, and training via …
|
C 63 4⁄4 | ||||||||
| 17089 |
Integrates Apple Notes with AI-powered task extraction and prioritization, enab…
|
C 63 5⁄3 | ||||||||
| 17090 |
Manage your Rocket.Chat workspace by browsing channels, messages, and complex d…
|
C 63 5⁄5 | ||||||||
| 17091 |
Lets LLMs read and manage Google Calendar events.
|
C 63 5⁄5 | ||||||||
| 17092 |
metoro-mcp-server
Claim
Query and interact with kubernetes environments monitored by Metoro
|
C 63 4⁄4 | ||||||||
| 17093 |
A simple MCP server for Firefly III
|
C 63 4⁄4 | ||||||||
| 17094 |
Crypto intelligence for AI agents. Hyperliquid trader analytics, cohorts, and l…
|
C 63 5⁄3 | ||||||||
| 17095 |
Provides comprehensive access to Manifold Markets prediction platform through a…
|
C 63 5⁄5 | ||||||||
| 17096 |
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 | ||||||||
| 17097 |
phpMyFAQ
Claim
phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL a…
|
C 63 4⁄4 | ||||||||
| 17098 |
mcp-chat
Claim
Examples of using Pipedream's MCP server in your app or AI agent.
|
C 63 4⁄4 | ||||||||
| 17099 |
🔐 50+ MCP Security Servers for AI-Powered Pentesting | Integrate Nmap, Burp Sui…
|
C 63 5⁄3 | ||||||||
| 17100 |
Dart AI Model Context Protocol (MCP) server
|
C 63 5⁄5 | ||||||||