MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10101 |
Integrates the eBird API with Claude to query bird observation data, including …
|
C 66 5⁄4 | ||||||||
| 10102 |
Enables AI agents to use persistent, file-based memory through Memvid, supporti…
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C 66 5⁄4 | ||||||||
| 10103 |
Enables multiple AI agents to share and read each other's responses to the same…
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C 66 5⁄5 | ||||||||
| 10104 |
|
C 66 5⁄4 | ||||||||
| 10105 |
Enables AI assistants to query Polymarket prediction markets, accessing real-ti…
|
C 66 5⁄5 | ||||||||
| 10106 |
Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication…
|
C 66 5⁄5 | ||||||||
| 10107 |
A model-tiered content pipeline that routes tasks to the appropriate AI model t…
|
C 66 5⁄4 | ||||||||
| 10108 |
A Model Context Protocol (MCP) server that enables LLM applications to perform …
|
C 66 5⁄5 | ||||||||
| 10109 |
The server functions as an MCP server to interact with Notion for retrieving an…
|
C 66 5⁄4 | ||||||||
| 10110 |
Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly…
|
C 66 6⁄6 | ||||||||
| 10111 |
A Model Context Protocol server for managing, searching, and retrieving local m…
|
C 66 5⁄4 | ||||||||
| 10112 |
This template provides a streamlined foundation for building Model Context Prot…
|
C 66 5⁄4 | ||||||||
| 10113 |
A personal MCP server for AI assistant integration that provides custom tools, …
|
C 66 5⁄4 | ||||||||
| 10114 |
A modular Python framework implementing the Model Context Protocol (MCP). It fe…
|
C 66 5⁄4 | ||||||||
| 10115 |
Provides intelligent OpenAI API token management with automatic switching betwe…
|
C 66 5⁄5 | ||||||||
| 10116 |
Enables users to search for the latest news articles from The Guardian using ke…
|
C 66 5⁄4 | ||||||||
| 10117 |
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
|
C 66 5⁄5 | ||||||||
| 10118 |
An MCP server implementation that integrates the Tavily Search API, providing o…
|
C 66 5⁄5 | ||||||||
| 10119 |
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …
|
C 66 5⁄5 | ||||||||
| 10120 |
Provides comprehensive stock analysis tools including chip distribution, patter…
|
C 66 5⁄5 | ||||||||
| 10121 |
A Model Context Protocol (MCP) server that provides AI agents with comprehensiv…
|
C 66 6⁄4 | ||||||||
| 10122 |
Enables image processing and analysis using Google's Gemini 2.5 Flash model. Su…
|
C 66 5⁄5 | ||||||||
| 10123 |
A universal AI bridge for Obsidian vaults using the MCP standard, enabling any …
|
C 66 5⁄5 | ||||||||
| 10124 |
IACR MCP Server
Claim
Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating…
|
C 66 5⁄5 | ||||||||
| 10125 |
An MCP server for intelligent log analysis providing semantic search, error pat…
|
C 66 5⁄5 | ||||||||
| 10126 |
A Model Context Protocol server that enables AI assistants to interact with Azu…
|
C 66 5⁄5 | ||||||||
| 10127 |
A standardized interface for agent-to-agent communication that enables composab…
|
C 66 5⁄5 | ||||||||
| 10128 |
Provides weather forecast data for locations in China using the HeFeng Weather …
|
C 66 5⁄5 | ||||||||
| 10129 |
A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol)…
|
C 66 6⁄4 | ||||||||
| 10130 |
Internet speed testing with network performance metrics including download/uplo…
|
C 66 5⁄5 | ||||||||
| 10131 |
An MCP server that enables natural language search capabilities for Spryker pac…
|
C 66 5⁄5 | ||||||||
| 10132 |
Share code context with LLMs via MCP or clipboard
|
C 66 5⁄4 | ||||||||
| 10133 |
Provides tools for accurate Twitter/X post character counting, validation, and …
|
C 66 5⁄5 | ||||||||
| 10134 |
A server that allows interfacing with the Chinese social media platform Xiaohon…
|
C 66 5⁄4 | ||||||||
| 10135 |
A Model Context Protocol server that connects to Amadeus API, enabling AI assis…
|
C 66 5⁄5 | ||||||||
| 10136 |
Enables mathematical formula visualization and analysis through interactive plo…
|
C 66 5⁄5 | ||||||||
| 10137 |
Payment gateway for autonomous AI agents. Single gateway key for tool discovery…
|
C 66 6⁄6 | ||||||||
| 10138 |
Provides personalized Data Engineering learning updates by fetching recent news…
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C 66 5⁄5 | ||||||||
| 10139 |
Enables AI assistants to interact with the WinDbg GUI through the Model Context…
|
C 66 5⁄4 | ||||||||
| 10140 |
Provides intelligent error detection and debugging capabilities across multiple…
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C 66 5⁄4 | ||||||||
| 10141 |
Enables persistent memory for AI systems by providing tools for episodic, seman…
|
C 66 5⁄5 | ||||||||
| 10142 |
An MCP server that enables LLMs to count occurrences of specific letters within…
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C 66 5⁄4 | ||||||||
| 10143 |
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
|
C 66 5⁄5 | ||||||||
| 10144 |
A demonstration server that allows large language models to perform penetration…
|
C 66 5⁄4 | ||||||||
| 10145 |
A local MCP server for retrieving and analyzing your browser history. Makes it…
|
C 66 5⁄4 | ||||||||
| 10146 |
Enables AI assistants to publish posts to Medium with support for drafts, tags,…
|
C 66 5⁄5 | ||||||||
| 10147 |
Jira MCP Server
Claim
A simple MCP server that provides access to Jira issues from Cursor AI, allowin…
|
C 66 5⁄5 | ||||||||
| 10148 |
Provides standardized access to 20+ NASA data sources including astronomy pictu…
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C 66 5⁄5 | ||||||||
| 10149 |
Enables programmatic access to EndNote .enl libraries, allowing users to list, …
|
C 66 5⁄4 | ||||||||
| 10150 |
Enables creating, analyzing, and managing PowerPoint presentations using pure N…
|
C 66 5⁄5 | ||||||||