MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11301 |
WarpGBM MCP Service
Claim
Provides GPU-accelerated gradient boosting model training and inference through…
|
C 63 6⁄6 | ||||||||
| 11302 |
A server that enables web scraping of difficult-to-access websites affected by …
|
C 63 6⁄6 | ||||||||
| 11303 |
Zabbix MCP Server
Claim
Enables users to monitor and query Zabbix infrastructure through natural langua…
|
C 63 5⁄5 | ||||||||
| 11304 |
Enables AI assistants to search and analyze logs in Graylog using three powerfu…
|
C 63 5⁄5 | ||||||||
| 11305 |
A Node.js-based MCP server implementing JSON-RPC 2.0, allowing users to generat…
|
C 63 5⁄4 | ||||||||
| 11306 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 63 5⁄5 | ||||||||
| 11307 |
A tool that deploys a remote Model Context Protocol (MCP) server on Cloudflare …
|
C 63 5⁄5 | ||||||||
| 11308 |
Enables fuzzy lookup of Magic: The Gathering cards by name using the Scryfall A…
|
C 63 5⁄5 | ||||||||
| 11309 |
Jokes MCP Server
Claim
A humor-focused MCP server that delivers jokes through Microsoft Copilot Studio…
|
C 63 5⁄5 | ||||||||
| 11310 |
A Model Context Protocol server that provides a standardized interface for AI m…
|
C 63 5⁄5 | ||||||||
| 11311 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
|
C 63 5⁄5 | ||||||||
| 11312 |
An MCP server that translates scientific PDF documents while preserving origina…
|
C 63 5⁄4 | ||||||||
| 11313 |
An MCP server that runs AI-driven venture capitalist agents whose thinking is c…
|
C 63 5⁄5 | ||||||||
| 11314 |
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
|
C 63 6⁄6 | ||||||||
| 11315 |
Provides comprehensive utility tools including file operations, weather informa…
|
C 63 5⁄4 | ||||||||
| 11316 |
Provides Japanese postal code to address lookup functionality that can be integ…
|
C 63 5⁄5 | ||||||||
| 11317 |
mcp-use
Claim
|
C 63 6⁄6 | ||||||||
| 11318 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 63 5⁄5 | ||||||||
| 11319 |
A local Retrieval-Augmented Generation system that enables users to ingest mark…
|
C 63 5⁄4 | ||||||||
| 11320 |
An MCP server that enables searching for messages and listing channels within a…
|
C 63 5⁄5 | ||||||||
| 11321 |
A TypeScript server that allows AI agents to access, retrieve, and analyze Sent…
|
C 63 5⁄5 | ||||||||
| 11322 |
A FastMCP-powered server that connects Google Analytics 4 data to Claude Deskto…
|
C 63 5⁄5 | ||||||||
| 11323 |
Provides tools to retrieve and compare detailed information about countries, in…
|
C 63 5⁄5 | ||||||||
| 11324 |
A Model Context Protocol server that enables AI assistants to access YouTube da…
|
C 63 5⁄5 | ||||||||
| 11325 |
A Claude Desktop MCP server that helps you track flights in real-time using Fli…
|
C 63 6⁄6 | ||||||||
| 11326 |
Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure …
|
C 63 5⁄5 | ||||||||
| 11327 |
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
|
C 63 5⁄5 | ||||||||
| 11328 |
Enables users to get real-time weather data for any city and generate broadcast…
|
C 63 5⁄5 | ||||||||
| 11329 |
* Index Management Tools:
* List all indices in OpenSearch cluster
* Get inde…
|
C 63 5⁄5 | ||||||||
| 11330 |
Provides real-time and historical foreign exchange rates for 31+ currencies, en…
|
C 63 5⁄5 | ||||||||
| 11331 |
Enables flight and airport search capabilities through Skyscanner, allowing use…
|
C 63 5⁄5 | ||||||||
| 11332 |
A demonstration MCP server that provides a simple addition tool for learning ho…
|
C 63 5⁄5 | ||||||||
| 11333 |
jieba-mcp
Claim
Enables Chinese text segmentation using the jieba library with support for prec…
|
C 63 5⁄5 | ||||||||
| 11334 |
Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with ant…
|
C 63 6⁄6 | ||||||||
| 11335 |
MCP Server for connecting to the Meta Marketing API
|
C 63 6⁄6 | ||||||||
| 11336 |
Enables booking cleaning services in San Francisco by collecting customer detai…
|
C 63 6⁄6 | ||||||||
| 11337 |
Deterministic semantic word encoding and valence/sentiment analysis using 145K+…
|
C 63 5⁄4 | ||||||||
| 11338 |
Enables AI agents and LLMs to interact with the ICON mcp v105 API through stand…
|
C 63 5⁄5 | ||||||||
| 11339 |
A tool that lets users access Prometheus metrics data through a Model Context P…
|
C 63 5⁄5 | ||||||||
| 11340 |
Memories Wrapped
Claim
Creates a summary of photos from Apple Photos, generating a personalized year-i…
|
C 63 5⁄4 | ||||||||
| 11341 |
Domain security scanning for AI agents. A-F grades, 8 checks, fix snippets.
|
C 63 5⁄5 | ||||||||
| 11342 |
A template for deploying a remote Model Context Protocol server on Cloudflare W…
|
C 63 5⁄5 | ||||||||
| 11343 |
A MCP server for retrieving backlink information for any domain(SEO).
|
C 63 5⁄5 | ||||||||
| 11344 |
AI-powered Office automation server that enables creating, editing, and process…
|
C 63 5⁄5 | ||||||||
| 11345 |
A comprehensive Model Context Protocol server that provides universal access to…
|
C 63 5⁄5 | ||||||||
| 11346 |
The VanMoof MCP Server implements the MCP specification to create a seamless co…
|
C 63 5⁄5 | ||||||||
| 11347 |
Enables uploading files to Notion with complete workflow support including file…
|
C 63 5⁄5 | ||||||||
| 11348 |
literateMCP
Claim
Server for managing academic literature with structured note-taking and organiz…
|
C 63 5⁄4 | ||||||||
| 11349 |
Enables querying package ecosystem data from ecosyste.ms, including package met…
|
C 63 6⁄6 | ||||||||
| 11350 |
A serverless implementation of the Model Context Protocol that provides AWS Cos…
|
C 63 6⁄4 | ||||||||