MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22901 |
Star Wars Explorer
Claim
A Laravel-based MCP server that enables users to browse, search, and import Sta…
|
D 41 4⁄4 | ||||||||
| 22902 |
A Model Context Protocol server that provides read-only access to GitHub reposi…
|
D 41 4⁄4 | ||||||||
| 22903 |
An MCP Server to connect to your Weaviate collections as a knowledge base as we…
|
D 41 4⁄4 | ||||||||
| 22904 |
mifactory-scraping-api
Claim
Web scraping for AI agents. Extract text and metadata from any URL worldwide. $…
|
D 40 4⁄3 | ||||||||
| 22905 |
An MCP server that reviews UI edit requests by comparing before and after scree…
|
D 40 4⁄4 | ||||||||
| 22906 |
mcp-test
Claim
|
D 40 4⁄3 | ||||||||
| 22907 |
pg-mcp
Claim
PG-MCP is an HTTP server implementation that enables AI systems to interact wit…
|
D 40 4⁄3 | ||||||||
| 22908 |
GA4 MCP Server
Claim
Enables interaction with Google Analytics 4 data through the Google Analytics D…
|
D 40 4⁄4 | ||||||||
| 22909 |
MCP Fortress
Claim
Security scanner for MCP servers. Detect vulnerabilities, prompt injection, and…
|
D 40 5⁄5 | ||||||||
| 22910 |
mcp-test-250911-2
Claim
|
D 40 3⁄3 | ||||||||
| 22911 |
A Model Control Protocol server that enables AI assistants to control a browser…
|
D 40 4⁄4 | ||||||||
| 22912 |
mcp-serverTest
Claim
mcp-serverTest
|
D 40 3⁄3 | ||||||||
| 22913 |
A Model Control Protocol server that enables AI assistants to control a browser…
|
D 40 4⁄4 | ||||||||
| 22914 |
Greet people by name with friendly, personalized messages. Add a warm touch to …
|
D 40 5⁄5 | ||||||||
| 22915 |
MCP Registry
Claim
A central registry MCP server that routes requests to specialized AI services i…
|
D 40 4⁄4 | ||||||||
| 22916 |
Persistent memory for AI agents across Claude, ChatGPT and any MCP client.
|
F 39 4⁄3 | ||||||||
| 22917 |
GitHub Repo Helper
Claim
GitHub Repo Helper is a simple and beginner-friendly Model Context Protocol (MC…
|
F 39 4⁄3 | ||||||||
| 22918 |
A Model Context Protocol server that provides real-time weather information and…
|
F 39 4⁄4 | ||||||||
| 22919 |
chinahub-api
Claim
|
F 39 4⁄3 | ||||||||
| 22920 |
browser
Claim
|
F 39 4⁄3 | ||||||||
| 22921 |
Garmin Multi-Account MCP
Claim
Enables interaction with multiple pre-configured Garmin accounts to query healt…
|
F 39 4⁄4 | ||||||||
| 22922 |
Integrates weather tools with Intercom, providing real-time weather alerts, for…
|
F 38 4⁄4 | ||||||||
| 22923 |
An MCP server that provides various tools for interacting with the Vercel API, …
|
F 38 4⁄4 | ||||||||
| 22924 |
gemini-media-mcp
Claim
|
F 38 3⁄3 | ||||||||
| 22925 |
A Model Context Protocol server that provides browser automation capabilities u…
|
F 38 4⁄4 | ||||||||
| 22926 |
Look up the latest stock prices by ticker symbol across global markets. Get cur…
|
F 38 5⁄5 | ||||||||
| 22927 |
next-hackathon
Claim
|
F 38 4⁄3 | ||||||||
| 22928 |
ppt
|
F 38 4⁄3 | ||||||||
| 22929 |
A Python-based MCP server that enables users to view, search, and edit Figma fi…
|
F 38 4⁄4 | ||||||||
| 22930 |
MCP Server Hero
Claim
A professional Python framework and template for building robust Model Context …
|
F 37 3⁄3 | ||||||||
| 22931 |
An MCP server that enables AI assistants to perform web automation tasks such a…
|
F 37 4⁄4 | ||||||||
| 22932 |
MCP server for Polar Signals Cloud continuous profiling platform, enabling AI a…
|
F 37 3⁄3 | ||||||||
| 22933 |
A Model Context Protocol server that extends Claude's capabilities by providing…
|
F 37 4⁄4 | ||||||||
| 22934 |
An MCP server for Claude Desktop that allows users to check the status of their…
|
F 37 4⁄3 | ||||||||
| 22935 |
design ppt
|
F 36 4⁄3 | ||||||||
| 22936 |
A Model Context Protocol server that enables Claude AI to interact with the Sol…
|
F 36 4⁄4 | ||||||||
| 22937 |
rideshare-comparison
Claim
Compare Uber and Lyft prices for any route
|
F 36 3⁄3 | ||||||||
| 22938 |
simple-navbar
Claim
|
F 36 3⁄3 | ||||||||
| 22939 |
eu-food-regulatory
Claim
EU food regulatory data: additives (E-numbers), allergens, nutrition references.
|
F 35 3⁄3 | ||||||||
| 22940 |
ai-validation
Claim
Independent AI code validation: test bias, edge cases, coverage gaps.
|
F 35 3⁄3 | ||||||||
| 22941 |
A Simple WeatherForecastServer: Get Weather Easily and Freely
|
F 35 4⁄3 | ||||||||
| 22942 |
|
F 35 3⁄3 | ||||||||
| 22943 |
arcgis-mcp-server
Claim
Intelligent ArcGIS content search. Works with Online/Enterprise. Requires user …
|
F 35 3⁄3 | ||||||||
| 22944 |
pci_mcp
Claim
|
F 34 3⁄3 | ||||||||
| 22945 |
mcp_test
Claim
|
F 34 3⁄3 | ||||||||
| 22946 |
Echo Hello MCP Server
Claim
A simple MCP server sample that provides a greeting tool which echoes back a pe…
|
F 33 3⁄3 | ||||||||
| 22947 |
heliosmcpserver
Claim
|
F 33 3⁄3 | ||||||||
| 22948 |
prediction
Claim
|
F 33 3⁄3 | ||||||||
| 22949 |
hh
Claim
|
F 33 3⁄3 | ||||||||
| 22950 |
mcp_test
Claim
|
F 33 3⁄3 | ||||||||