MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 1 hour, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16351 |
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
|
F 25 5⁄5 | ||||||||
| 16352 |
Canvas LMS integration for students and educators with FERPA-compliant analytic…
|
F 25 6⁄6 | ||||||||
| 16353 |
A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI 加持…
|
F 25 6⁄4 | ||||||||
| 16354 |
Powerful Model Context Protocol server for managing Typebot chatbots, enabling …
|
F 25 5⁄4 | ||||||||
| 16355 |
Enables the management of AI-powered VibeKit apps, allowing users to control de…
|
F 25 6⁄6 | ||||||||
| 16356 |
Auto-download & launch https://github.com/LinuxSuRen/atest-mcp-server
|
F 25 5⁄4 | ||||||||
| 16357 |
A Model Context Protocol server that combines DeepSeek R1's reasoning capabilit…
|
F 25 5⁄5 | ||||||||
| 16358 |
Provides advanced code structure and semantic analysis through Abstract Syntax …
|
F 25 5⁄4 | ||||||||
| 16359 |
Generates comprehensive and formatted release notes from GitHub repositories, e…
|
F 25 5⁄5 | ||||||||
| 16360 |
A Model Context Protocol server that provides tools for interacting with Gmail …
|
F 25 5⁄5 | ||||||||
| 16361 |
An MCP server for Tern that enables the generation, verification, and managemen…
|
F 25 5⁄4 | ||||||||
| 16362 |
An MCP server that connects to Claude Desktop and provides access to Slack acti…
|
F 25 5⁄4 | ||||||||
| 16363 |
Provides complete Portuguese invoice management with 60+ specialized tools incl…
|
F 25 5⁄5 | ||||||||
| 16364 |
DButils is an all-in-one MCP service that enables your AI to do data analysis b…
|
F 25 5⁄5 | ||||||||
| 16365 |
Enables users to fetch real-time cryptocurrency market data from Binance includ…
|
F 25 5⁄5 | ||||||||
| 16366 |
Enables AI agents to control Minecraft bots through a standardized JSON-RPC int…
|
F 25 5⁄4 | ||||||||
| 16367 |
Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survi…
|
F 25 5⁄4 | ||||||||
| 16368 |
Enables AI assistants to search for business leads using FlashLeads' web harves…
|
F 25 5⁄5 | ||||||||
| 16369 |
A customizable Model Context Protocol server implementation that enables AI mod…
|
F 25 5⁄4 | ||||||||
| 16370 |
The first financial intelligence MCP server. Live AI-scored trading signals fro…
|
F 25 6⁄6 | ||||||||
| 16371 |
Enables viewing and browsing Notion page content through a web interface with m…
|
F 25 5⁄5 | ||||||||
| 16372 |
Discover and compare L402 + x402 paid API services from satring.com, the best c…
|
F 25 5⁄5 | ||||||||
| 16373 |
Converts PlantUML snippets into shareable diagrams with support for capability …
|
F 25 5⁄5 | ||||||||
| 16374 |
Provides text translation capabilities using the Niutrans API, supporting 455+ …
|
F 25 5⁄5 | ||||||||
| 16375 |
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication…
|
F 25 5⁄5 | ||||||||
| 16376 |
A Model Context Protocol server that enables AI agents to interact with Qiita, …
|
F 25 6⁄6 | ||||||||
| 16377 |
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
|
F 25 5⁄5 | ||||||||
| 16378 |
An MCP server that enables users to upload local files to S3-compatible storage…
|
F 25 6⁄6 | ||||||||
| 16379 |
An MCP server that analyzes Git repositories and provides Dockerfile creation g…
|
F 25 5⁄4 | ||||||||
| 16380 |
Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model…
|
F 25 5⁄5 | ||||||||
| 16381 |
A Message Control Protocol server that provides an interface for managing and q…
|
F 25 5⁄5 | ||||||||
| 16382 |
Enables searching for Bilibili videos through a standardized MCP interface, ret…
|
F 25 5⁄5 | ||||||||
| 16383 |
AI-powered content and image generation server with Google Imagen 3/4 for image…
|
F 25 5⁄5 | ||||||||
| 16384 |
Discover 6,700+ MCP servers and 15,000+ OpenClaw skills. Agent-native search wi…
|
F 25 6⁄6 | ||||||||
| 16385 |
Enables secure SSH connections to remote servers for executing shell commands a…
|
F 25 5⁄5 | ||||||||
| 16386 |
Enables AI assistants to search for pet products, manage shopping carts, and bo…
|
F 25 5⁄5 | ||||||||
| 16387 |
AI simulated crypto trading with real-time Upbit prices — 11 tools, 5 resources…
|
F 25 5⁄5 | ||||||||
| 16388 |
Enables users to manage and launch eTalent recruitment processes on the Evaluar…
|
F 25 5⁄5 | ||||||||
| 16389 |
An MCP server that enables AI assistants to create, update, and publish Datawra…
|
F 25 5⁄4 | ||||||||
| 16390 |
Enables interaction with the AppFlowy Cloud API to manage workspaces, databases…
|
F 25 5⁄5 | ||||||||
| 16391 |
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
|
F 25 5⁄5 | ||||||||
| 16392 |
A secure Model Context Protocol server that allows AI assistants and LLM applic…
|
F 25 5⁄4 | ||||||||
| 16393 |
Provides live optimization analysis and health checks for Microsoft Fabric item…
|
F 25 5⁄5 | ||||||||
| 16394 |
A server that provides AI-powered image generation, modification, and processin…
|
F 25 5⁄5 | ||||||||
| 16395 |
Laviya AI Orchestration MCP runtime for IDE and agent integrations.
|
F 25 5⁄4 | ||||||||
| 16396 |
Provide seamless integration with Dust.tt agents to query, list, and retrieve a…
|
F 25 5⁄4 | ||||||||
| 16397 |
Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.
|
F 25 5⁄4 | ||||||||
| 16398 |
A LangChain-based server that supports dynamic loading of OpenAPI specification…
|
F 25 5⁄5 | ||||||||
| 16399 |
Daymon puts your favorite AI to work 24/7. It schedules, remembers, and orchest…
|
F 25 5⁄4 | ||||||||
| 16400 |
Enables interaction with Insperity's REST API to access employee data, includin…
|
F 25 5⁄5 | ||||||||