MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11451 |
MCP server for Italian electronic invoicing via the Invoicetronic API, enabling…
|
C 63 5⁄4 | ||||||||
| 11452 |
A Docker-based MCP server that provides current weather information for cities …
|
C 63 5⁄5 | ||||||||
| 11453 |
* Index Management Tools:
* List all indices in OpenSearch cluster
* Get inde…
|
C 63 5⁄5 | ||||||||
| 11454 |
Provides real-time and historical foreign exchange rates for 31+ currencies, en…
|
C 63 5⁄5 | ||||||||
| 11455 |
Enables users to get real-time weather data for any city and generate broadcast…
|
C 63 5⁄5 | ||||||||
| 11456 |
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
|
C 63 5⁄5 | ||||||||
| 11457 |
Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure …
|
C 63 5⁄5 | ||||||||
| 11458 |
A Claude Desktop MCP server that helps you track flights in real-time using Fli…
|
C 63 6⁄6 | ||||||||
| 11459 |
A Model Context Protocol server that enables AI assistants to access YouTube da…
|
C 63 5⁄5 | ||||||||
| 11460 |
mcp-funnel
Claim
MCP proxy that aggregates multiple servers with tool filtering and customization
|
C 63 5⁄4 | ||||||||
| 11461 |
Provides tools to retrieve and compare detailed information about countries, in…
|
C 63 5⁄5 | ||||||||
| 11462 |
A FastMCP-powered server that connects Google Analytics 4 data to Claude Deskto…
|
C 63 5⁄5 | ||||||||
| 11463 |
A TypeScript server that allows AI agents to access, retrieve, and analyze Sent…
|
C 63 5⁄5 | ||||||||
| 11464 |
An MCP server that enables searching for messages and listing channels within a…
|
C 63 5⁄5 | ||||||||
| 11465 |
A local Retrieval-Augmented Generation system that enables users to ingest mark…
|
C 63 5⁄4 | ||||||||
| 11466 |
Enables flight and airport search capabilities through Skyscanner, allowing use…
|
C 63 5⁄5 | ||||||||
| 11467 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 63 5⁄5 | ||||||||
| 11468 |
RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query…
|
C 63 5⁄5 | ||||||||
| 11469 |
mcp-use
Claim
|
C 63 6⁄6 | ||||||||
| 11470 |
Provides Japanese postal code to address lookup functionality that can be integ…
|
C 63 5⁄5 | ||||||||
| 11471 |
A demonstration MCP server that provides a simple addition tool for learning ho…
|
C 63 5⁄5 | ||||||||
| 11472 |
Search vacation rentals in La Palma, Canary Islands with real-time availability…
|
C 63 6⁄6 | ||||||||
| 11473 |
jieba-mcp
Claim
Enables Chinese text segmentation using the jieba library with support for prec…
|
C 63 5⁄5 | ||||||||
| 11474 |
Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with ant…
|
C 63 6⁄6 | ||||||||
| 11475 |
Provides comprehensive utility tools including file operations, weather informa…
|
C 63 5⁄4 | ||||||||
| 11476 |
MCP Server for connecting to the Meta Marketing API
|
C 63 6⁄6 | ||||||||
| 11477 |
Enables booking cleaning services in San Francisco by collecting customer detai…
|
C 63 6⁄6 | ||||||||
| 11478 |
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
|
C 63 6⁄6 | ||||||||
| 11479 |
An MCP server that runs AI-driven venture capitalist agents whose thinking is c…
|
C 63 5⁄5 | ||||||||
| 11480 |
An MCP server that translates scientific PDF documents while preserving origina…
|
C 63 5⁄4 | ||||||||
| 11481 |
X Tools for Claude MCP
Claim
A lightweight toolkit that enables Claude to search Twitter with natural langua…
|
C 63 5⁄5 | ||||||||
| 11482 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
|
C 63 5⁄5 | ||||||||
| 11483 |
A Model Context Protocol server that provides a standardized interface for AI m…
|
C 63 5⁄5 | ||||||||
| 11484 |
Deterministic semantic word encoding and valence/sentiment analysis using 145K+…
|
C 63 5⁄4 | ||||||||
| 11485 |
Enables benchmarking of Large Language Model APIs by measuring performance metr…
|
C 63 6⁄6 | ||||||||
| 11486 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 63 5⁄5 | ||||||||
| 11487 |
Jokes MCP Server
Claim
A humor-focused MCP server that delivers jokes through Microsoft Copilot Studio…
|
C 63 5⁄5 | ||||||||
| 11488 |
Enables currency conversion between 161+ currencies using real-time exchange ra…
|
C 63 5⁄5 | ||||||||
| 11489 |
Enables AI agents and LLMs to interact with the ICON mcp v105 API through stand…
|
C 63 5⁄5 | ||||||||
| 11490 |
A tool that lets users access Prometheus metrics data through a Model Context P…
|
C 63 5⁄5 | ||||||||
| 11491 |
Memories Wrapped
Claim
Creates a summary of photos from Apple Photos, generating a personalized year-i…
|
C 63 5⁄4 | ||||||||
| 11492 |
Provides aviation weather information through a Model Context Protocol server, …
|
C 63 5⁄5 | ||||||||
| 11493 |
Enables validation and retrieval of metadata from Markdown files in the Subordi…
|
C 63 5⁄4 | ||||||||
| 11494 |
Event Planner
Claim
Provide event recommendations based on city and date using the Ticketmaster API…
|
C 63 5⁄4 | ||||||||
| 11495 |
Enables natural language exploration and management of Volcengine TOS storage, …
|
C 63 5⁄5 | ||||||||
| 11496 |
Enables parallel implementation of tasks using git worktrees, allowing you to c…
|
C 63 5⁄4 | ||||||||
| 11497 |
Taiwanese legislation via MCP — full-text search across statutes and provisions
|
C 63 6⁄4 | ||||||||
| 11498 |
PostgreSQL MCP Server
Claim
Enables natural language interaction with PostgreSQL databases, supporting quer…
|
C 63 6⁄6 | ||||||||
| 11499 |
A Model Context Protocol server that enables generating and managing Robot Fram…
|
C 63 5⁄5 | ||||||||
| 11500 |
Access real-time public transport across Europe with live departures, connectio…
|
C 63 6⁄6 | ||||||||