MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24301 |
Enables AI agents to interact with Zendesk ticket data for customer support ana…
|
D 52 4⁄4 | ||||||||
| 24302 |
A lightweight tool that uses Mistral AI running locally to generate structured …
|
D 52 4⁄3 | ||||||||
| 24303 |
claude-mcp
Claim
claude and mcp integration examples and tutorials
|
D 52 4⁄3 | ||||||||
| 24304 |
Football bets mcp
|
D 52 4⁄4 | ||||||||
| 24305 |
ddd
Claim
ddd
|
D 52 4⁄3 | ||||||||
| 24306 |
An MCP Server that provides access to Google's Search Console API, allowing use…
|
D 52 4⁄3 | ||||||||
| 24307 |
Enables access to TikTok data without watermarks, including trending users, has…
|
D 52 4⁄4 | ||||||||
| 24308 |
A server based on Model Context Protocol that enables AI assistants to query an…
|
D 52 4⁄4 | ||||||||
| 24309 |
|
D 52 4⁄3 | ||||||||
| 24310 |
An MCP server that enables interaction with the Groundhog Day API, auto-generat…
|
D 52 4⁄4 | ||||||||
| 24311 |
Provides read-only access to Unix/Linux command-line tools for AI agents, block…
|
D 52 4⁄3 | ||||||||
| 24312 |
An MCP server that provides natural language interaction with Google's Policy T…
|
D 52 4⁄4 | ||||||||
| 24313 |
A template MCP server that provides weather forecasting functionality by fetchi…
|
D 52 4⁄4 | ||||||||
| 24314 |
Kubernetes MCP Server
Claim
Enables interactive Kubernetes cluster monitoring and troubleshooting through n…
|
D 52 4⁄4 | ||||||||
| 24315 |
Enables interaction with Dooray's task and calendar management system, allowing…
|
D 52 4⁄4 | ||||||||
| 24316 |
Selenium Tools for MCP
|
D 52 5⁄5 | ||||||||
| 24317 |
cli
Claim
An interactive command-line interface that uses the Agent2Agent (A2A) & Model C…
|
D 52 3⁄3 | ||||||||
| 24318 |
Local DevOps MCP Server
Claim
Enables Docker container management through natural language conversations, inc…
|
D 52 4⁄3 | ||||||||
| 24319 |
A Model Context Protocol server that extends AI capabilities by providing file …
|
D 52 4⁄3 | ||||||||
| 24320 |
HTTP MCP Server for comprehensive Python vulnerability scanning and security an…
|
D 52 4⁄3 | ||||||||
| 24321 |
Enables AI assistants to manage Docker containers, deploy stacks, and monitor s…
|
D 52 4⁄4 | ||||||||
| 24322 |
A Model Context Protocol server that enables Claude AI to interact with the Sol…
|
D 52 4⁄4 | ||||||||
| 24323 |
An MCP server that enables AI agents to execute sandboxed JavaScript and TypeSc…
|
D 52 4⁄4 | ||||||||
| 24324 |
Document Q&A MCP Server
Claim
Enables document-based question answering using OpenAI's GPT-4 with semantic se…
|
D 52 4⁄4 | ||||||||
| 24325 |
potal
Claim
Total landed cost API for cross-border commerce. 240 countries, 113M+ tariff re…
|
D 52 4⁄3 | ||||||||
| 24326 |
163 Email MCP Server
Claim
Enables interaction with 163 email accounts through IMAP/SMTP protocols. Suppor…
|
D 52 4⁄4 | ||||||||
| 24327 |
An MCP Server that enables AI assistants to interact with your local browsers.
|
D 52 4⁄3 | ||||||||
| 24328 |
This project enables running a custom remote MCP server on Azure Functions with…
|
D 52 4⁄3 | ||||||||
| 24329 |
An MCP server that enables programmatic interaction with Google Groups Migratio…
|
D 52 4⁄4 | ||||||||
| 24330 |
CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just wri…
|
D 52 4⁄4 | ||||||||
| 24331 |
One command to turn any codebase into an MCP server
|
D 52 4⁄3 | ||||||||
| 24332 |
An MCP server that enables agents to interact with soccer data including scores…
|
D 52 4⁄3 | ||||||||
| 24333 |
Fetch Pokémon data from PokéAPI
|
D 52 4⁄4 | ||||||||
| 24334 |
An MCP Server that provides natural language access to Google's Firebase Realti…
|
D 52 4⁄4 | ||||||||
| 24335 |
A minimal FastMCP server implementation that provides basic mathematical and gr…
|
D 52 4⁄3 | ||||||||
| 24336 |
An MCP server that enables interaction with ShipEngine's shipping API, allowing…
|
D 52 4⁄4 | ||||||||
| 24337 |
Knowledge Graph Builder
Claim
Transforms text or web content into structured knowledge graphs using local AI …
|
D 52 4⁄3 | ||||||||
| 24338 |
Bedrock MCP Agent
Claim
A web application that enables users to interact with AWS Bedrock language mode…
|
D 52 4⁄4 | ||||||||
| 24339 |
Greet users by name and compute sums in a snap. Streamline demos, onboarding, a…
|
D 52 3⁄3 | ||||||||
| 24340 |
binance-mcp
Claim
Binance MCP Server
|
D 52 4⁄4 | ||||||||
| 24341 |
A Python-based server that enables accessing and analyzing bird detection data …
|
D 52 4⁄3 | ||||||||
| 24342 |
An intelligent server that processes and evaluates resumes by extracting struct…
|
D 52 4⁄4 | ||||||||
| 24343 |
MCP Agent Platform
Claim
A multi-agent human-computer interaction system that enables natural interactio…
|
D 52 4⁄3 | ||||||||
| 24344 |
|
D 52 4⁄3 | ||||||||
| 24345 |
Learn how to use MCP Servers with GitHub Copilot
|
D 52 4⁄3 | ||||||||
| 24346 |
Vibe-Skills
Claim
An integrated AI capability stack with 340 skills, MCP entry points, agent work…
|
D 52 4⁄3 | ||||||||
| 24347 |
Provides a one-stop automated solution for Android APK security analysis by int…
|
D 52 4⁄4 | ||||||||
| 24348 |
An MCP Server that retrieves and processes news data from the GeekNews site.
|
D 52 4⁄4 | ||||||||
| 24349 |
A private cloud storage system with Model Context Protocol integration that all…
|
D 52 4⁄3 | ||||||||
| 24350 |
|
D 52 3⁄3 | ||||||||