MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24601 |
An MCP server that enables the automated creation and scaffolding of Python Dja…
|
D 49 3⁄3 | ||||||||
| 24602 |
Managed Code Plugin for Cursor IDE providing integration with Atlassian product…
|
D 49 4⁄4 | ||||||||
| 24603 |
Enables management of e-commerce operations including products, customers, and …
|
D 49 4⁄4 | ||||||||
| 24604 |
A server implementation that enables natural language interactions with UniFi n…
|
D 49 4⁄4 | ||||||||
| 24605 |
Enables interaction with LimeSurvey API to create and manage surveys, questions…
|
D 49 4⁄4 | ||||||||
| 24606 |
Enables language models to read and analyze LINE Bot conversations through a st…
|
D 49 4⁄4 | ||||||||
| 24607 |
Provides access to Maersk vessel information including IMO numbers, vessel sche…
|
D 49 4⁄4 | ||||||||
| 24608 |
MCP Math Server
Claim
A Node.js server that processes mathematical calculations and natural language …
|
D 49 4⁄4 | ||||||||
| 24609 |
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
|
D 49 4⁄4 | ||||||||
| 24610 |
DotNet MCP Server Demo
Claim
A demonstration .NET 8 Web API that implements the Model Context Protocol with …
|
D 49 4⁄4 | ||||||||
| 24611 |
Enables execution of Snowflake stored procedures through the MCP server by prov…
|
D 49 4⁄4 | ||||||||
| 24612 |
pdf-mcp
Claim
|
D 49 3⁄3 | ||||||||
| 24613 |
Keploy
Claim
Keploy is an open-source AI-powered testing platform that helps developers achi…
|
D 49 3⁄3 | ||||||||
| 24614 |
Enables intelligent data analysis and querying of Snowflake databases through s…
|
D 49 4⁄4 | ||||||||
| 24615 |
A lightweight MCP server implementation that provides a simple tool for fetchin…
|
D 49 4⁄4 | ||||||||
| 24616 |
MCP Gherkin Server
Claim
Programmatically generates and saves Gherkin feature files using the Model Cont…
|
D 49 4⁄3 | ||||||||
| 24617 |
An MCP server that enables users to interact with local documents for education…
|
D 49 4⁄3 | ||||||||
| 24618 |
A universal server that enables MCP-compatible clients (like Claude Desktop, Cu…
|
D 49 4⁄4 | ||||||||
| 24619 |
A Model Context Protocol server that performs third-party threat intelligence e…
|
D 49 4⁄4 | ||||||||
| 24620 |
MCP Server Hub UI
Claim
A management interface for MCP servers built with Angular 17 and Bootstrap 5.
|
D 49 4⁄3 | ||||||||
| 24621 |
An advanced MCP server that provides interactive feedback mechanisms with suppo…
|
D 49 4⁄4 | ||||||||
| 24622 |
githubmcpserver
Claim
|
D 49 3⁄3 | ||||||||
| 24623 |
A Model Context Protocol server that provides read-only access to the Google Ca…
|
D 49 4⁄4 | ||||||||
| 24624 |
Grant Hunter MCP
Claim
Autonomously discovers non-dilutive funding opportunities from Grants.gov, gene…
|
D 49 4⁄4 | ||||||||
| 24625 |
MCP server that enables AI assistants to perform SEO automation tasks including…
|
D 49 4⁄4 | ||||||||
| 24626 |
An MCP Server that enables users to interact with Google's On-Demand Scanning A…
|
D 49 4⁄4 | ||||||||
| 24627 |
An MCP server that implements the 'think' tool, providing Claude with a dedicat…
|
D 49 4⁄4 | ||||||||
| 24628 |
stooq-mcp
Claim
Fetch real-time stock prices from Stooq without API keys. Supports global marke…
|
D 49 4⁄4 | ||||||||
| 24629 |
MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client si…
|
D 49 4⁄4 | ||||||||
| 24630 |
Enables comprehensive network security scanning and vulnerability assessment us…
|
D 49 4⁄3 | ||||||||
| 24631 |
cursor\_mcp\_installer
|
D 49 4⁄3 | ||||||||
| 24632 |
An MCP server for accessing professional financial data, supporting multiple da…
|
D 49 4⁄4 | ||||||||
| 24633 |
A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎…
|
D 49 4⁄4 | ||||||||
| 24634 |
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memor…
|
D 49 4⁄3 | ||||||||
| 24635 |
Enables complete management of Mailcow email servers through 20 MCP tools inclu…
|
D 49 4⁄4 | ||||||||
| 24636 |
A minimal reproduction repository designed to demonstrate and test Chrome exten…
|
D 49 4⁄3 | ||||||||
| 24637 |
Caido MCP Server
Claim
Enables AI agents to perform automated security testing through Caido, providin…
|
D 49 4⁄4 | ||||||||
| 24638 |
smithery-notion
Claim
A Notion workspace is a collaborative environment where teams can organize work…
|
D 49 5⁄5 | ||||||||
| 24639 |
An MCP Server providing access to Google's Firebase API, allowing natural langu…
|
D 49 4⁄4 | ||||||||
| 24640 |
An MCP server that enables persistent memory, structured thinking sessions, and…
|
D 48 3⁄3 | ||||||||
| 24641 |
Enable secure and efficient management of encrypted data vaults through a stand…
|
D 48 4⁄3 | ||||||||
| 24642 |
mcp-launcher
Claim
🐳🧩 Easy to use MCP builder & launcher for all possible MCP servers, just like O…
|
D 48 4⁄3 | ||||||||
| 24643 |
Enables AI agent and task management using the CrewAI framework, allowing users…
|
D 48 4⁄4 | ||||||||
| 24644 |
MCP Orchestration Server
Claim
A master control program that orchestrates intelligent agents with a plug-and-p…
|
D 48 4⁄3 | ||||||||
| 24645 |
infobus-mcp
Claim
Model Context Protocol server enabling AI assistants to access transit informat…
|
D 48 4⁄3 | ||||||||
| 24646 |
An MCP server that enables management of Google Play games via the Google Games…
|
D 48 4⁄4 | ||||||||
| 24647 |
An MCP server that provides comprehensive access to real-time stock quotes, fin…
|
D 48 4⁄4 | ||||||||
| 24648 |
Enables interaction with tool data stored in Google Drive Excel files through c…
|
D 48 4⁄4 | ||||||||
| 24649 |
cPanel MCP Server
Claim
Provides a unified API gateway for managing cPanel and WHM hosting environments…
|
D 48 4⁄4 | ||||||||
| 24650 |
Automatically generates structured agile backlogs including epics, features, an…
|
D 48 4⁄4 | ||||||||