MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14401 |
Provides current weather information and forecasts for major cities through MCP…
|
D 52 5⁄5 | ||||||||
| 14402 |
n8n MCP Server
Claim
Enables management of n8n workflow automations through natural language, suppor…
|
D 52 5⁄5 | ||||||||
| 14403 |
Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and ba…
|
D 52 6⁄4 | ||||||||
| 14404 |
A Model Context Protocol server that delivers various categories of jokes (Chuc…
|
D 52 6⁄6 | ||||||||
| 14405 |
A collection of MCP servers built with FastMCP framework that handle various ta…
|
D 52 5⁄4 | ||||||||
| 14406 |
Enables the deployment of a remote Model Context Protocol server to Cloudflare …
|
D 52 5⁄5 | ||||||||
| 14407 |
MCP FastMCP Demo Server
Claim
A simple demonstration MCP server built with FastMCP that provides basic functi…
|
D 52 5⁄4 | ||||||||
| 14408 |
A vulnerable MCP server implementation that demonstrates how poor coding practi…
|
D 52 5⁄4 | ||||||||
| 14409 |
A Model Context Protocol server that provides comprehensive Pokemon data and ba…
|
D 52 5⁄5 | ||||||||
| 14410 |
A lightweight server that exposes weather-related tools (get_coordinates and ge…
|
D 52 5⁄5 | ||||||||
| 14411 |
A boilerplate project for quickly developing Model Context Protocol servers usi…
|
D 52 6⁄4 | ||||||||
| 14412 |
Provides tools for training, managing, and making predictions with scikit-learn…
|
D 52 6⁄6 | ||||||||
| 14413 |
Provides AI applications with geospatial intelligence through Mapbox APIs, enab…
|
D 52 6⁄6 | ||||||||
| 14414 |
MCP server for AI web browser automation using Browserbase and Stagehand
|
D 52 6⁄6 | ||||||||
| 14415 |
An AI-powered travel assistant connected to Claude via MCP that helps users pla…
|
D 52 5⁄5 | ||||||||
| 14416 |
Lifestyle medicine health intelligence via x402 micropayments. 637+ peer-review…
|
D 52 6⁄6 | ||||||||
| 14417 |
Enables language models to access LangSmith observability platform features inc…
|
D 52 6⁄6 | ||||||||
| 14418 |
NumPy Computation Server
Claim
Perform advanced numerical computations and array manipulations using NumPy thr…
|
D 52 5⁄4 | ||||||||
| 14419 |
Data Query MCP Server
Claim
Enables querying and analyzing user, product, and order data with filtering cap…
|
D 52 5⁄5 | ||||||||
| 14420 |
Provides basic mathematical operations (addition, subtraction, multiplication, …
|
D 52 5⁄5 | ||||||||
| 14421 |
A Model Context Protocol server that enables LLM applications to safely execute…
|
D 52 5⁄4 | ||||||||
| 14422 |
A Model Context Protocol server that enables AI models to access tools through …
|
D 52 6⁄6 | ||||||||
| 14423 |
An MCP server that delivers jokes on demand, supporting different joke categori…
|
D 52 6⁄6 | ||||||||
| 14424 |
An MCP server that integrates with the mcp-todo app to manage tasks and memos t…
|
D 52 5⁄5 | ||||||||
| 14425 |
Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and mana…
|
D 52 6⁄6 | ||||||||
| 14426 |
Enables users to search for jobs, retrieve profiles, and fetch feed posts throu…
|
D 52 5⁄4 | ||||||||
| 14427 |
Enables FPS game developers to generate and visualize weapon recoil patterns fo…
|
D 52 5⁄5 | ||||||||
| 14428 |
Agents are not bots. Prove it. MCP-native identity declaration for authorized a…
|
D 52 6⁄4 | ||||||||
| 14429 |
MCP Server Sentry
Claim
A TypeScript implementation of a Model Context Protocol server that connects to…
|
D 52 6⁄6 | ||||||||
| 14430 |
Build complete Apps with our framework — study or fork this reference implement…
|
D 52 6⁄6 | ||||||||
| 14431 |
An MCP server that enables AI agents to interact with the Test MCP Mar19 USDC A…
|
D 52 5⁄5 | ||||||||
| 14432 |
Provides unified access to real-time and historical Solana ecosystem data throu…
|
D 52 5⁄5 | ||||||||
| 14433 |
A Model Context Protocol server that enables access to Omi memories from a spec…
|
D 52 5⁄5 | ||||||||
| 14434 |
Automatically collects daily report data from KPI systems using browser automat…
|
D 52 6⁄4 | ||||||||
| 14435 |
A model context protocol server designed for AI development and QA, providing A…
|
D 52 6⁄4 | ||||||||
| 14436 |
A Model Context Protocol server that provides a comprehensive interface for int…
|
D 52 6⁄6 | ||||||||
| 14437 |
Biomarker-Ranges
Claim
Based on the Morgan Levine PhenoAge clock model, the service calculates biologi…
|
D 52 6⁄6 | ||||||||
| 14438 |
Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more…
|
D 52 6⁄6 | ||||||||
| 14439 |
Enables LLMs to search, download, and read arXiv papers with automatic PDF text…
|
D 51 6⁄6 | ||||||||
| 14440 |
A Model Control Protocol server that extends AI assistants with Kubernetes oper…
|
D 51 5⁄5 | ||||||||
| 14441 |
Provides access to Danish weather data from the Danish Meteorological Institute…
|
D 51 6⁄6 | ||||||||
| 14442 |
Provides access to download files from Envato Elements platform by URL through …
|
D 51 5⁄5 | ||||||||
| 14443 |
PyAirbyte MCP Server
Claim
Generates complete PyAirbyte data pipeline code and setup instructions for movi…
|
D 51 6⁄6 | ||||||||
| 14444 |
Model Context Protocol server that enables Claude to retrieve and analyze code …
|
D 51 6⁄4 | ||||||||
| 14445 |
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
|
D 51 6⁄6 | ||||||||
| 14446 |
Provides comprehensive Google Contacts management including creating, searching…
|
D 51 6⁄6 | ||||||||
| 14447 |
A modular production-ready system that provides specialized agents for math, re…
|
D 51 5⁄4 | ||||||||
| 14448 |
A Model Context Protocol server that enables querying FHIR healthcare data usin…
|
D 51 5⁄5 | ||||||||
| 14449 |
MCP server to perform various OSINT tasks by leveraging common network reconnai…
|
D 51 5⁄4 | ||||||||
| 14450 |
Provides real-time weather alerts from the National Weather Service, news searc…
|
D 51 6⁄6 | ||||||||