MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9501 |
Launches multiple Browser-Use agents to automatically test websites for UI bugs…
|
C 67 5⁄4 | ||||||||
| 9502 |
Home Assistant MCP Server
|
C 67 5⁄5 | ||||||||
| 9503 |
Design, manage, and price tabletop games on The Game Crafter via MCP.
|
C 67 5⁄4 | ||||||||
| 9504 |
A minimal, production-ready MCP server with a simple addition calculator tool t…
|
C 67 5⁄5 | ||||||||
| 9505 |
Integrates 100+ specialized AI agents with Claude Desktop, providing automated …
|
C 67 5⁄4 | ||||||||
| 9506 |
基于 Model Context Protocol 的微博数据接口服务器 - 实时获取微博用户信息、动态内容、热搜榜单、粉丝关注数据。支持用户搜索、内容搜索、…
|
C 67 5⁄5 | ||||||||
| 9507 |
Elysia MCP Starter
Claim
A template for building Model Context Protocol servers using Elysia and Bun run…
|
C 67 5⁄5 | ||||||||
| 9508 |
Enables AI assistants to control Ableton Live through natural language by query…
|
C 67 5⁄4 | ||||||||
| 9509 |
An MCP server that extracts transcripts, metadata, and summaries from YouTube v…
|
C 67 5⁄5 | ||||||||
| 9510 |
Amazon Seller Central operations via SP-API - manage inventory, track orders, a…
|
C 67 5⁄5 | ||||||||
| 9511 |
Provide seamless access to comprehensive FDA drug data through intuitive search…
|
C 67 5⁄4 | ||||||||
| 9512 |
Provides integration between Merge API and LLM providers supporting the MCP pro…
|
C 67 5⁄5 | ||||||||
| 9513 |
Enables AI assistants to query and manage local PostgreSQL databases through SQ…
|
C 67 5⁄4 | ||||||||
| 9514 |
A starter template for building MCP servers with FastMCP, providing testing, li…
|
C 67 5⁄4 | ||||||||
| 9515 |
A Model Context Protocol server that enables AI tools to interact with TabNews,…
|
C 67 5⁄5 | ||||||||
| 9516 |
This package is intended for demonstration only. Maintained by JFrog Security.
|
C 67 5⁄4 | ||||||||
| 9517 |
Remote MCP Server
Claim
Enables AI tools like Claude to interact with a remote machine's file system an…
|
C 67 5⁄5 | ||||||||
| 9518 |
An MCP server that provides document format conversion
|
C 67 5⁄4 | ||||||||
| 9519 |
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
|
C 67 5⁄5 | ||||||||
| 9520 |
🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditab…
|
C 67 5⁄4 | ||||||||
| 9521 |
A custom server with tools that enable AI agents to provision and terminate AWS…
|
C 67 5⁄5 | ||||||||
| 9522 |
A Model Context Protocol server that gives LLMs the ability to interact with Et…
|
C 67 5⁄5 | ||||||||
| 9523 |
Enables management of Minecraft servers through the MCSManager API. Supports ex…
|
C 67 5⁄5 | ||||||||
| 9524 |
Read, create, update and delete Google Keep notes.
|
C 67 5⁄5 | ||||||||
| 9525 |
Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly in…
|
C 67 5⁄5 | ||||||||
| 9526 |
An MCP server that enables interaction with Datagouv APIs, primarily allowing u…
|
C 67 5⁄5 | ||||||||
| 9527 |
Implements a math agent using Model Control Protocol that performs mathematical…
|
C 67 5⁄4 | ||||||||
| 9528 |
Enables browsing and playing media files from a local Movies directory through …
|
C 67 5⁄4 | ||||||||
| 9529 |
Enables searching for AI/ML internships and entry-level positions across multip…
|
C 67 5⁄5 | ||||||||
| 9530 |
MCP Server für automatische Generierung professioneller Willkommenstexte für ne…
|
C 67 5⁄5 | ||||||||
| 9531 |
Enables interaction with Azure DevOps work items through AI assistants like VS …
|
C 67 5⁄5 | ||||||||
| 9532 |
A custom server implementation that allows AI assistants to interact with GitLa…
|
C 67 5⁄5 | ||||||||
| 9533 |
MCP Scaleway Functions
Claim
Unofficial MCP Server for Scaleway Serverless Functions
|
C 67 5⁄4 | ||||||||
| 9534 |
Enables AI to query and manage PostgreSQL and MongoDB databases through natural…
|
C 67 5⁄5 | ||||||||
| 9535 |
Basic MCP Server
Claim
A basic TypeScript implementation of the Model Context Protocol (MCP) server de…
|
C 67 5⁄5 | ||||||||
| 9536 |
Provides state and log management tools designed for long-lived AI agents that …
|
C 67 5⁄4 | ||||||||
| 9537 |
Enables AI assistants to interact with macOS Calendar and Reminders application…
|
C 67 4⁄4 | ||||||||
| 9538 |
Enables flight search capabilities through the Amadeus Flight Offers Search API…
|
C 67 5⁄5 | ||||||||
| 9539 |
A powerful server that provides administrative control over Supabase PostgreSQL…
|
C 67 5⁄5 | ||||||||
| 9540 |
Enables AI assistants to interact with Odoo ERP systems through the Model Conte…
|
C 67 5⁄5 | ||||||||
| 9541 |
Enables submitting team check-ins to Steady (app.steady.space) by automating th…
|
C 67 5⁄4 | ||||||||
| 9542 |
An MCP server for Taskwarrior that implements agent claim and lease semantics f…
|
C 67 5⁄4 | ||||||||
| 9543 |
OAuth 2.1 MCP Server
Claim
A Next.js-based MCP server template that implements OAuth 2.1 authentication wi…
|
C 67 5⁄5 | ||||||||
| 9544 |
Enables execution of SSH commands on remote servers and management of Google Cl…
|
C 67 5⁄4 | ||||||||
| 9545 |
Enables conversion between multiple image formats including JPG, PNG, WebP, GIF…
|
C 67 5⁄5 | ||||||||
| 9546 |
A modular server implementation that integrates Auth0 OAuth 2.0 authentication …
|
C 67 5⁄4 | ||||||||
| 9547 |
An MCP server that provides tools for interacting with Deep State Representatio…
|
C 67 5⁄4 | ||||||||
| 9548 |
Integrates Pyrefly's real-time Python type checker with a gamification system t…
|
C 67 5⁄4 | ||||||||
| 9549 |
A server providing a unified interface to interact with Firebase services, incl…
|
C 67 5⁄5 | ||||||||
| 9550 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
C 67 5⁄4 | ||||||||