MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3601 |
|
B 76 5⁄4 | ||||||||
| 3602 |
An MCP server that provides access to FedRAMP 20x security requirements and con…
|
B 76 5⁄5 | ||||||||
| 3603 |
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
|
B 76 5⁄4 | ||||||||
| 3604 |
Anybox MCP Server
Claim
Enables interaction with Anybox bookmark manager on macOS, allowing users to se…
|
B 76 5⁄4 | ||||||||
| 3605 |
Firefox browser automation via WebDriver BiDi for testing, scraping, and browse…
|
B 76 5⁄4 | ||||||||
| 3606 |
An MCP Server to connect to searXNG instances
|
B 76 5⁄4 | ||||||||
| 3607 |
Concordium mcp-sever for interacting with the concordium chain
|
B 76 5⁄5 | ||||||||
| 3608 |
Enables comprehensive security scanning of code repositories to detect secrets,…
|
B 76 5⁄4 | ||||||||
| 3609 |
A Model Context Protocol server that enables AI-driven automation and testing o…
|
B 76 5⁄4 | ||||||||
| 3610 |
Provides AI assistants with structured access to complete Figma developer docum…
|
B 76 5⁄4 | ||||||||
| 3611 |
UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for …
|
B 76 5⁄5 | ||||||||
| 3612 |
Enables Language Models to interact with Notion workspaces through standardized…
|
B 76 5⁄5 | ||||||||
| 3613 |
An MCP server that enables AI assistants like Claude to help users manage their…
|
B 76 5⁄5 | ||||||||
| 3614 |
Paprika SQL MCP Server
Claim
A Model Context Protocol desktop extension that allows Claude to query and inte…
|
B 76 5⁄4 | ||||||||
| 3615 |
Complete Google Maps integration with 8 tools including geocoding, places searc…
|
B 76 5⁄5 | ||||||||
| 3616 |
An advanced MCP server implementing a cognitive architecture through the GOTCHA…
|
B 76 5⁄5 | ||||||||
| 3617 |
An MCP server implementation that enables AI assistants to interact with Listmo…
|
B 76 5⁄5 | ||||||||
| 3618 |
WAIaaS
Claim
Self-hosted wallet-as-a-service for AI agents. 60 tools for multi-chain crypto:…
|
B 76 5⁄4 | ||||||||
| 3619 |
Omise MCP Server
Claim
Enables comprehensive payment processing through Omise APIs including charges, …
|
B 76 5⁄5 | ||||||||
| 3620 |
Nyko MCP Server
Claim
Provides production-ready implementation patterns for features like authenticat…
|
B 76 5⁄5 | ||||||||
| 3621 |
Smart Search MCP is an intelligent search toolkit focused on the technology fie…
|
B 76 6⁄4 | ||||||||
| 3622 |
Provide seamless access to multiple premium AI models through OpenRouter with s…
|
B 76 5⁄4 | ||||||||
| 3623 |
MCP-openproject
Claim
MCP-openproject
|
B 76 6⁄6 | ||||||||
| 3624 |
Provides GitHub data analysis for repositories, developers, and organizations, …
|
B 76 5⁄5 | ||||||||
| 3625 |
Provides access to satellite tracking data from N2YO, allowing users to query s…
|
B 76 5⁄5 | ||||||||
| 3626 |
Enables AI assistants to store and retrieve memories with semantic search capab…
|
B 76 5⁄5 | ||||||||
| 3627 |
An MCP server for Google Workspaces.
|
B 76 5⁄4 | ||||||||
| 3628 |
Enables multi-turn conversations with Google Gemini AI models, supporting file …
|
B 76 5⁄5 | ||||||||
| 3629 |
Capacities MCP Server
Claim
Provides seamless integration with Capacities knowledge management system, allo…
|
B 76 5⁄5 | ||||||||
| 3630 |
Enables text-to-image generation, image editing, and multi-image composition us…
|
B 76 5⁄5 | ||||||||
| 3631 |
Provides web accessibility analysis and color blindness simulation using axe-co…
|
B 76 5⁄5 | ||||||||
| 3632 |
An MCP server providing real-time currency conversion and exchange rate data th…
|
B 76 6⁄6 | ||||||||
| 3633 |
|
B 76 5⁄4 | ||||||||
| 3634 |
Manage your Railway.app infrastructure effortlessly through natural language co…
|
B 76 5⁄5 | ||||||||
| 3635 |
|
B 76 5⁄4 | ||||||||
| 3636 |
Shared Memory Storage for Multi-Agent Systems
|
B 76 5⁄4 | ||||||||
| 3637 |
Zmanim MCP Server
Claim
MCP server providing Jewish prayer times (zmanim) calculations for any location…
|
B 76 5⁄4 | ||||||||
| 3638 |
Enables LLMs to search, analyze, and summarize academic research papers in real…
|
B 76 5⁄5 | ||||||||
| 3639 |
A browser-based solution that enables programmatic interaction with Medium's co…
|
B 76 5⁄4 | ||||||||
| 3640 |
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
|
B 76 5⁄4 | ||||||||
| 3641 |
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
|
B 76 5⁄5 | ||||||||
| 3642 |
Converts documents, webpages, and media files into markdown for AI assistants u…
|
B 76 5⁄5 | ||||||||
| 3643 |
Enables AI assistants to perform real-time Google searches with anti-bot protec…
|
B 76 5⁄5 | ||||||||
| 3644 |
Enables searching for train tickets on China's 12306 railway system, including …
|
B 76 5⁄5 | ||||||||
| 3645 |
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
|
B 76 5⁄5 | ||||||||
| 3646 |
Enables interaction with HashiCorp Vault to read, write, list, and delete secre…
|
B 76 5⁄5 | ||||||||
| 3647 |
A Model Context Protocol server that enables Claude Desktop and other MCP-compa…
|
B 76 5⁄5 | ||||||||
| 3648 |
Enables users to search, download, and read academic papers from multiple platf…
|
B 76 5⁄5 | ||||||||
| 3649 |
Cursor Sound MCP
Claim
Plays sound effects when Cursor AI completes code generation, providing audio f…
|
B 76 5⁄5 | ||||||||
| 3650 |
Heimdall is a lightweight service to manage local MCP Servers and can be instal…
|
B 76 5⁄4 | ||||||||