MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22001 |
mifactory-scraping-api
Claim
Web scraping for AI agents. Extract text and metadata from any URL worldwide. $…
|
D 40 4⁄3 | ||||||||
| 22002 |
MCP Fortress
Claim
Security scanner for MCP servers. Detect vulnerabilities, prompt injection, and…
|
D 40 5⁄5 | ||||||||
| 22003 |
An MCP server that reviews UI edit requests by comparing before and after scree…
|
D 40 4⁄4 | ||||||||
| 22004 |
MCP Registry
Claim
A central registry MCP server that routes requests to specialized AI services i…
|
D 40 4⁄4 | ||||||||
| 22005 |
pg-mcp
Claim
PG-MCP is an HTTP server implementation that enables AI systems to interact wit…
|
D 40 4⁄3 | ||||||||
| 22006 |
Greet people by name with friendly, personalized messages. Add a warm touch to …
|
D 40 5⁄5 | ||||||||
| 22007 |
Persistent memory for AI agents across Claude, ChatGPT and any MCP client. $0.0…
|
F 39 4⁄3 | ||||||||
| 22008 |
GitHub Repo Helper
Claim
GitHub Repo Helper is a simple and beginner-friendly Model Context Protocol (MC…
|
F 39 4⁄3 | ||||||||
| 22009 |
chinahub-api
Claim
|
F 39 4⁄3 | ||||||||
| 22010 |
browser
Claim
|
F 39 4⁄3 | ||||||||
| 22011 |
Garmin Multi-Account MCP
Claim
Enables interaction with multiple pre-configured Garmin accounts to query healt…
|
F 39 4⁄4 | ||||||||
| 22012 |
A Model Context Protocol server that provides real-time weather information and…
|
F 39 4⁄4 | ||||||||
| 22013 |
Look up the latest stock prices by ticker symbol across global markets. Get cur…
|
F 38 5⁄5 | ||||||||
| 22014 |
ppt
|
F 38 4⁄3 | ||||||||
| 22015 |
A Python-based MCP server that enables users to view, search, and edit Figma fi…
|
F 38 4⁄4 | ||||||||
| 22016 |
gemini-media-mcp
Claim
|
F 38 3⁄3 | ||||||||
| 22017 |
Integrates weather tools with Intercom, providing real-time weather alerts, for…
|
F 38 4⁄4 | ||||||||
| 22018 |
A Model Context Protocol server that provides browser automation capabilities u…
|
F 38 4⁄4 | ||||||||
| 22019 |
An MCP server that provides various tools for interacting with the Vercel API, …
|
F 38 4⁄4 | ||||||||
| 22020 |
next-hackathon
Claim
|
F 38 4⁄3 | ||||||||
| 22021 |
An MCP server for Claude Desktop that allows users to check the status of their…
|
F 37 4⁄3 | ||||||||
| 22022 |
MCP Server Hero
Claim
A professional Python framework and template for building robust Model Context …
|
F 37 3⁄3 | ||||||||
| 22023 |
An MCP server that enables AI assistants to perform web automation tasks such a…
|
F 37 4⁄4 | ||||||||
| 22024 |
A Model Context Protocol server that extends Claude's capabilities by providing…
|
F 37 4⁄4 | ||||||||
| 22025 |
MCP server for Polar Signals Cloud continuous profiling platform, enabling AI a…
|
F 37 3⁄3 | ||||||||
| 22026 |
simple-navbar
Claim
|
F 36 3⁄3 | ||||||||
| 22027 |
design ppt
|
F 36 4⁄3 | ||||||||
| 22028 |
A Model Context Protocol server that enables Claude AI to interact with the Sol…
|
F 36 4⁄4 | ||||||||
| 22029 |
rideshare-comparison
Claim
Compare Uber and Lyft prices for any route
|
F 36 3⁄3 | ||||||||
| 22030 |
|
F 35 3⁄3 | ||||||||
| 22031 |
ai-validation
Claim
Independent AI code validation: test bias, edge cases, coverage gaps.
|
F 35 3⁄3 | ||||||||
| 22032 |
eu-food-regulatory
Claim
EU food regulatory data: additives (E-numbers), allergens, nutrition references.
|
F 35 3⁄3 | ||||||||
| 22033 |
arcgis-mcp-server
Claim
Intelligent ArcGIS content search. Works with Online/Enterprise. Requires user …
|
F 35 3⁄3 | ||||||||
| 22034 |
A Simple WeatherForecastServer: Get Weather Easily and Freely
|
F 35 4⁄3 | ||||||||
| 22035 |
pci_mcp
Claim
|
F 34 3⁄3 | ||||||||
| 22036 |
mcp_test
Claim
|
F 34 3⁄3 | ||||||||
| 22037 |
new
Claim
|
F 33 3⁄3 | ||||||||
| 22038 |
Echo Hello MCP Server
Claim
A simple MCP server sample that provides a greeting tool which echoes back a pe…
|
F 33 3⁄3 | ||||||||
| 22039 |
mcp_test
Claim
|
F 33 3⁄3 | ||||||||
| 22040 |
hh
Claim
|
F 33 3⁄3 | ||||||||
| 22041 |
prediction
Claim
|
F 33 3⁄3 | ||||||||
| 22042 |
heliosmcpserver
Claim
|
F 33 3⁄3 | ||||||||
| 22043 |
dexai-tools
Claim
|
F 33 3⁄3 | ||||||||
| 22044 |
|
F 32 3⁄3 | ||||||||
| 22045 |
MCP-TEST
|
F 32 4⁄4 | ||||||||
| 22046 |
Mermaid MCP Server
Claim
A server that implements the Model Context Protocol (MCP), providing an interfa…
|
F 32 3⁄3 | ||||||||
| 22047 |
Provides dynamic short-term and long-term memory management with keyword-based …
|
F 30 4⁄3 | ||||||||
| 22048 |
Enables interaction with Rundeck instances to list jobs, execute jobs with opti…
|
F 30 4⁄4 | ||||||||
| 22049 |
Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lo…
|
F 30 4⁄3 | ||||||||
| 22050 |
Easy and stylish presentation slide generator.
|
F 30 4⁄3 | ||||||||