MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13551 |
A minimal MCP server that enables searching through pre-scraped React documenta…
|
C 57 5⁄4 | ||||||||
| 13552 |
A MyBatis configuration validation tool that checks for consistency between Jav…
|
C 57 5⁄4 | ||||||||
| 13553 |
A Model Context Protocol (MCP) server that provides real-time weather alerts an…
|
C 57 5⁄5 | ||||||||
| 13554 |
A template and demonstration project for building, testing, and deploying remot…
|
C 57 5⁄5 | ||||||||
| 13555 |
A Model Context Protocol server that provides real-time weather data to AI clie…
|
C 57 5⁄4 | ||||||||
| 13556 |
Todo MCP
Claim
A persistent todo list server that enables AI assistants to manage tasks across…
|
C 57 5⁄5 | ||||||||
| 13557 |
Provides AI assistants with secure read-only access to MySQL databases through …
|
C 57 6⁄6 | ||||||||
| 13558 |
A Model Context Protocol server that enables LLMs to extract and use content fr…
|
C 57 5⁄4 | ||||||||
| 13559 |
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
|
C 57 5⁄5 | ||||||||
| 13560 |
Enables comprehensive Ansible automation management through natural language, i…
|
C 57 5⁄4 | ||||||||
| 13561 |
A Model Context Protocol server that enables conversational searching of NIH-fu…
|
C 57 6⁄6 | ||||||||
| 13562 |
An MCP server that allows AI assistants to access AWS CloudWatch logs by listin…
|
C 57 5⁄5 | ||||||||
| 13563 |
A plugin that allows Dify to connect to multiple MCP (Model Control Protocol) s…
|
C 57 6⁄6 | ||||||||
| 13564 |
A minimal tool server demonstrating Model Context Protocol (MCP) interactions v…
|
C 57 5⁄5 | ||||||||
| 13565 |
Enables users to get weather forecasts and alerts for any US city and state thr…
|
C 57 5⁄5 | ||||||||
| 13566 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 57 5⁄4 | ||||||||
| 13567 |
A Model Context Protocol server that enables AI language models like Claude to …
|
C 57 5⁄5 | ||||||||
| 13568 |
Demonstrates custom MCP servers for math and weather operations, enabling multi…
|
C 57 5⁄4 | ||||||||
| 13569 |
MCP Weather Server
Claim
Enables users to retrieve current weather alerts for US states and detailed wea…
|
C 57 5⁄5 | ||||||||
| 13570 |
Market Price Finder
Claim
Enables querying and comparing product prices across different marketplaces wit…
|
C 57 5⁄5 | ||||||||
| 13571 |
A CLI command execution server that enables running shell commands with structu…
|
C 57 6⁄4 | ||||||||
| 13572 |
Enables interaction with Aiven cloud services including PostgreSQL, Kafka, Clic…
|
C 57 5⁄5 | ||||||||
| 13573 |
Enables AI-powered vendor risk assessment using AWS Titan, allowing users to ev…
|
C 57 5⁄5 | ||||||||
| 13574 |
An MCP server that interfaces with the Japanese EDINET API v2 to search, downlo…
|
C 57 5⁄5 | ||||||||
| 13575 |
A Model Context Protocol server that enables large language models to interact …
|
C 57 5⁄5 | ||||||||
| 13576 |
Amadeus Agent
Claim
A proof-of-concept MCP server that allows LLM agents to query live flight booki…
|
C 57 5⁄4 | ||||||||
| 13577 |
A comprehensive Model Context Protocol server that enables interaction with the…
|
C 57 5⁄5 | ||||||||
| 13578 |
A RAG-based MCP server for natural language querying of Brazilian healthcare ma…
|
C 57 5⁄4 | ||||||||
| 13579 |
A server that integrates Linear's project management system with the Model Cont…
|
C 57 6⁄4 | ||||||||
| 13580 |
A modern Model Context Protocol (MCP) server that enables AI assistants to coll…
|
C 57 5⁄5 | ||||||||
| 13581 |
Provides access to Turkish Central Bank (TCMB) exchange rates with current and …
|
C 57 6⁄6 | ||||||||
| 13582 |
A Model Context Protocol server that enables AI assistants to utilize AivisSpee…
|
C 57 5⁄5 | ||||||||
| 13583 |
A Model Context Protocol tool that provides weather information for cities, wit…
|
C 57 5⁄4 | ||||||||
| 13584 |
Let AI agents create, discover, and track tokens across chains via Printr.
|
C 57 6⁄4 | ||||||||
| 13585 |
MCP_Basics
Claim
A crash course for Python developers on building and integrating Model Context …
|
C 57 5⁄4 | ||||||||
| 13586 |
Provides access to OPET fuel station prices across Turkish provinces. Enables q…
|
C 57 5⁄5 | ||||||||
| 13587 |
An MCP server that connects AI clients to a Linux terminal for real-time automa…
|
C 57 5⁄4 | ||||||||
| 13588 |
Enables semantic search and document retrieval from OpenAI Vector Store, allowi…
|
C 57 5⁄5 | ||||||||
| 13589 |
A Model Completion Prompt (MCP) plugin that allows users to create events in Go…
|
C 57 5⁄5 | ||||||||
| 13590 |
A template for deploying remote MCP servers on Cloudflare Workers without authe…
|
C 57 5⁄5 | ||||||||
| 13591 |
Enables creating and managing text notes through MCP resources and tools. Provi…
|
C 57 5⁄4 | ||||||||
| 13592 |
A Model Context Protocol server that provides access to Valentin Gonzalez Loure…
|
C 57 5⁄5 | ||||||||
| 13593 |
Enables basic mathematical operations through MCP protocol with add and multipl…
|
C 57 5⁄5 | ||||||||
| 13594 |
Enables AI-powered music composition and control for REAPER DAW through OSC and…
|
C 57 5⁄4 | ||||||||
| 13595 |
A server that converts Allure test reports into LLM-friendly formats, enabling …
|
C 57 5⁄5 | ||||||||
| 13596 |
An educational MCP server example built with FastMCP that demonstrates how to e…
|
C 57 5⁄4 | ||||||||
| 13597 |
Model Context Protocol server that allows AI assistants to interact with Jira, …
|
C 57 5⁄5 | ||||||||
| 13598 |
A basic Model Context Protocol server that provides static information and fact…
|
C 57 5⁄5 | ||||||||
| 13599 |
An MCP server that extracts meaningful content from websites and converts HTML …
|
C 57 5⁄5 | ||||||||
| 13600 |
Enables management of Railway infrastructure through 17 tools for managing proj…
|
C 57 6⁄6 | ||||||||