MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24851 |
mcp-test-fucntions
Claim
|
D 45 3⁄3 | ||||||||
| 24852 |
A Model Context Protocol server that interfaces with OpenWeatherMap API to prov…
|
D 45 4⁄3 | ||||||||
| 24853 |
|
D 45 3⁄3 | ||||||||
| 24854 |
Movie Booking Assistant
Claim
Provides a suite of tools for searching movies, checking showtimes, and managin…
|
D 45 4⁄4 | ||||||||
| 24855 |
Enables AI assistants to control a browser through Playwright automation tools …
|
D 45 4⁄4 | ||||||||
| 24856 |
F5 MCP Server
Claim
Enables interaction with F5 devices through the iControl REST API to manage obj…
|
D 45 4⁄4 | ||||||||
| 24857 |
cometapi
Claim
All AI Models in One API
500+ AI Models：
https://www.cometapi.com/
|
D 45 4⁄4 | ||||||||
| 24858 |
Titan MCP
Claim
A unified browser automation protocol that connects AI agents to multiple autom…
|
D 44 4⁄3 | ||||||||
| 24859 |
claude_crm
Claim
|
D 44 3⁄3 | ||||||||
| 24860 |
An MCP server that provides access to Mastercard's BIN Table Resource API, allo…
|
D 44 4⁄4 | ||||||||
| 24861 |
MySQL MCP Server
Claim
Enables interaction with MySQL databases through the Model Context Protocol, al…
|
D 44 4⁄4 | ||||||||
| 24862 |
A simple demonstration MCP server built with FastMCP that exposes basic calcula…
|
D 44 4⁄3 | ||||||||
| 24863 |
MCP server for FreshBooks API integration
|
D 44 4⁄3 | ||||||||
| 24864 |
MCP Server
Claim
A centralized architecture that serves as the only data access layer between fr…
|
D 44 4⁄4 | ||||||||
| 24865 |
Enables interaction with Dameng databases through natural language or direct SQ…
|
D 44 4⁄4 | ||||||||
| 24866 |
Provides weather information including alerts and forecasts for any location, w…
|
D 44 4⁄4 | ||||||||
| 24867 |
MCP Task Manager
Claim
A Flask-based web application that provides a simple task management system wit…
|
D 44 4⁄4 | ||||||||
| 24868 |
MCP server for Rundeck API integration
|
D 44 4⁄3 | ||||||||
| 24869 |
Naver Search
Claim
네이버 실시간 검색을 할 수 있는 MCP 서버입니다.
|
D 44 4⁄3 | ||||||||
| 24870 |
MCP Splunk
Claim
A security-focused MCP server that enables automated log retrieval and threat a…
|
D 44 4⁄3 | ||||||||
| 24871 |
mcp-glama-demo
Claim
mcp-glama-demo
|
D 44 4⁄3 | ||||||||
| 24872 |
MCP Football Server
Claim
Provides real-time access to football (soccer) data including fixtures, standin…
|
D 44 4⁄4 | ||||||||
| 24873 |
Provide real-time access to United States weather data through the National Wea…
|
D 44 5⁄5 | ||||||||
| 24874 |
MCP server for Tableau API integration
|
D 44 4⁄3 | ||||||||
| 24875 |
autocal
Claim
|
D 44 4⁄3 | ||||||||
| 24876 |
whitepages-mcp
Claim
|
D 44 4⁄3 | ||||||||
| 24877 |
MCP server for UiPath API integration
|
D 44 4⁄3 | ||||||||
| 24878 |
Access a global network of probes to run network tests like ping, traceroute, h…
|
D 44 3⁄3 | ||||||||
| 24879 |
Bitbucket MCP Server
Claim
Enables AI assistants to interact with Bitbucket Cloud repositories, allowing u…
|
D 44 4⁄4 | ||||||||
| 24880 |
An MCP server that provides OpenDart API
|
D 44 4⁄3 | ||||||||
| 24881 |
MemoraМCP
Claim
An MCP-powered storage system for AI agents that provides IPFS-secured, verifia…
|
D 44 4⁄4 | ||||||||
| 24882 |
MedGemma Vertex
Claim
MCP server that routes medical questions and images to MedGemma models hosted o…
|
D 44 4⁄4 | ||||||||
| 24883 |
dsharipova-mcp-hw
Claim
Create personalized greetings by name in the tone you choose. Get quick suggest…
|
D 44 5⁄5 | ||||||||
| 24884 |
MCP-Foundry
Claim
MCP Foundry
|
D 44 3⁄3 | ||||||||
| 24885 |
Enrich contact records with phone, email, and address details from Enformion. V…
|
D 44 4⁄3 | ||||||||
| 24886 |
A Model Context Protocol (MCP) server template designed for building structured…
|
D 44 4⁄3 | ||||||||
| 24887 |
keymaster-mcp
Claim
Read-only runtime secret retrieval from HashiCorp Vault via Keymaster for auton…
|
D 44 3⁄3 | ||||||||
| 24888 |
QI140 MCP Multi
Claim
A multi-purpose MCP server for AI-powered healthcare assistance that processes …
|
D 44 4⁄4 | ||||||||
| 24889 |
Enables AI assistants to control web browsers through Playwright automation too…
|
D 44 4⁄4 | ||||||||
| 24890 |
A Model Context Protocol server for managing cloud servers, particularly Digita…
|
D 44 4⁄4 | ||||||||
| 24891 |
An MCP server for the Congress.gov API that consolidates 91 operations into 6 c…
|
D 44 4⁄4 | ||||||||
| 24892 |
An MCP Server that enables interaction with the British Columbia Data Catalogue…
|
D 44 4⁄4 | ||||||||
| 24893 |
A production-ready MCP server that enables users to interact with Neo4j databas…
|
D 44 4⁄4 | ||||||||
| 24894 |
email-mcp-server
Claim
sending mail automatically
|
D 44 3⁄3 | ||||||||
| 24895 |
agentmail
Claim
AgentMail is the email inbox API for AI agents. It gives agents their own email…
|
D 44 5⁄5 | ||||||||
| 24896 |
|
D 44 3⁄3 | ||||||||
| 24897 |
A Model Context Protocol server that provides comprehensive integration with Pa…
|
D 44 4⁄4 | ||||||||
| 24898 |
Enables web browser automation and inspection using structured data instead of …
|
D 44 4⁄3 | ||||||||
| 24899 |
MCP server for Xero API integration
|
D 44 4⁄3 | ||||||||
| 24900 |
Alibaba Cloud MCP Demo
Claim
A Vue 3 and Express application that demonstrates interaction with Alibaba Clou…
|
D 44 4⁄4 | ||||||||