MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9451 |
A Model Context Protocol (MCP) server that provides tools for fetching and anal…
|
C 67 5⁄4 | ||||||||
| 9452 |
AutoSOC Agent
Claim
An automated security operations center MCP server that uses LLMs and network a…
|
C 67 5⁄4 | ||||||||
| 9453 |
Enables compilation of Delphi (RAD Studio) Object Pascal projects through natur…
|
C 67 5⁄5 | ||||||||
| 9454 |
AgentCost MCP Server
Claim
Provides real-time AI model pricing, cost estimation, and budget management too…
|
C 67 5⁄5 | ||||||||
| 9455 |
A lightweight server for Samsung SmartThings, offering tools to manage devices …
|
C 67 5⁄5 | ||||||||
| 9456 |
Provides AI agents with research capabilities for local Calibre e-book librarie…
|
C 67 5⁄4 | ||||||||
| 9457 |
mcp_sdk_petstore_api
Claim
A standalone MCP server that exposes Petstore API endpoints as tools for AI ass…
|
C 67 5⁄5 | ||||||||
| 9458 |
Provides access to Google Maps API functionality including geocoding, place sea…
|
C 67 5⁄5 | ||||||||
| 9459 |
Send quick, personalized greetings to anyone. Add playful flair with Pirate Mod…
|
C 67 5⁄4 | ||||||||
| 9460 |
Enables execution of SSH commands on remote servers and management of Google Cl…
|
C 67 5⁄4 | ||||||||
| 9461 |
Integrates Pyrefly's real-time Python type checker with a gamification system t…
|
C 67 5⁄4 | ||||||||
| 9462 |
Cryptographic audit trail for AI agents. Sign, verify, export. GDPR/HIPAA/EU AI…
|
C 67 5⁄5 | ||||||||
| 9463 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
C 67 5⁄4 | ||||||||
| 9464 |
A Model Context Protocol server that enables building Android projects and runn…
|
C 67 5⁄4 | ||||||||
| 9465 |
Enables interaction with SpiderFoot's OSINT scanning capabilities through Claud…
|
C 67 5⁄5 | ||||||||
| 9466 |
Enables natural voice interaction with Claude Code through speech-to-text, supp…
|
C 67 5⁄4 | ||||||||
| 9467 |
unreal-mcp
Claim
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control…
|
C 67 5⁄4 | ||||||||
| 9468 |
This package is intended for demonstration only. Maintained by JFrog Security.
|
C 67 5⁄4 | ||||||||
| 9469 |
A minimal, production-ready MCP server with a simple addition calculator tool t…
|
C 67 5⁄5 | ||||||||
| 9470 |
An MCP server that allows AI assistants to interact with Foundry datasets, onto…
|
C 67 5⁄5 | ||||||||
| 9471 |
Create personalized greetings for people or groups in seconds. Toggle a playful…
|
C 67 5⁄4 | ||||||||
| 9472 |
This server automatically validates consistency between AI-generated frontend a…
|
C 67 5⁄5 | ||||||||
| 9473 |
Provides powerful JSON manipulation tools through Model Context Protocol, enabl…
|
C 67 5⁄5 | ||||||||
| 9474 |
Connect any bitcoin lightning wallet to your agent to send and receive instant …
|
C 67 6⁄6 | ||||||||
| 9475 |
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
|
C 67 5⁄5 | ||||||||
| 9476 |
MCP server for Summits on the Air (SOTA) — live spots, activation alerts, summi…
|
C 67 5⁄4 | ||||||||
| 9477 |
Open-source toolkit enabling developers to integrate You.com's AI capabilities …
|
C 67 6⁄4 | ||||||||
| 9478 |
A custom server implementation that allows AI assistants to interact with GitLa…
|
C 67 5⁄5 | ||||||||
| 9479 |
Weather MCP Server
Claim
Enables AI assistants to fetch current weather conditions and forecasts for any…
|
C 67 5⁄5 | ||||||||
| 9480 |
An MCP server that integrates with FastMail's JMAP API to manage mailboxes, sea…
|
C 67 5⁄5 | ||||||||
| 9481 |
Provides comprehensive SEO analysis by crawling websites and generating AI-powe…
|
C 67 5⁄5 | ||||||||
| 9482 |
Enables AI assistants to query and manage local PostgreSQL databases through SQ…
|
C 67 5⁄4 | ||||||||
| 9483 |
Enables AI assistants to control Ableton Live through natural language by query…
|
C 67 5⁄4 | ||||||||
| 9484 |
An MCP server that provides Claude with direct access to local Nucleo icon libr…
|
C 67 5⁄4 | ||||||||
| 9485 |
A FastMCP-based server providing a comprehensive toolset for the RunningHub AI …
|
C 67 5⁄5 | ||||||||
| 9486 |
Model Context Provider for Amazing Marvin productivity app - Access your tasks,…
|
C 67 5⁄5 | ||||||||
| 9487 |
A Model Context Protocol server that enables natural language interaction with …
|
C 67 5⁄5 | ||||||||
| 9488 |
Enables interaction with Figma files through tools that list projects/files, fe…
|
C 67 5⁄5 | ||||||||
| 9489 |
WhatsApp MCP Server
Claim
Enables AI agents to interact with your personal WhatsApp account, allowing the…
|
C 67 5⁄4 | ||||||||
| 9490 |
Enables AI assistants to manage Snipe-IT inventory systems through comprehensiv…
|
C 67 5⁄5 | ||||||||
| 9491 |
Enables access to real-time news articles through search, topic headlines, full…
|
C 67 5⁄5 | ||||||||
| 9492 |
Turns Confluence documentation into an AI-powered knowledge base, enabling natu…
|
C 67 5⁄4 | ||||||||
| 9493 |
JP's MCP Collection
Claim
A comprehensive utility MCP server that enables AI assistants to execute system…
|
C 67 5⁄5 | ||||||||
| 9494 |
An MCP server that enables AI assistants to query and manage Nacos configuratio…
|
C 67 5⁄5 | ||||||||
| 9495 |
A starter template for building MCP servers that can integrate with Claude, Cur…
|
C 67 5⁄5 | ||||||||
| 9496 |
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
|
C 67 5⁄5 | ||||||||
| 9497 |
An MCP server that provides tools for secure file management within a dedicated…
|
C 67 5⁄5 | ||||||||
| 9498 |
A Model Context Protocol server that provides LLMs with real-time network traff…
|
C 67 5⁄4 | ||||||||
| 9499 |
Paint MCP
Claim
Exposes a Pygame-based drawing canvas as an MCP server, allowing LLMs to create…
|
C 67 5⁄4 | ||||||||
| 9500 |
Intelligent knowledge base system that enables users to process documents in 25…
|
C 67 5⁄5 | ||||||||