MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15501 |
Automatically generates and runs MCP servers by scraping API documentation and …
|
F 30 5⁄5 | ||||||||
| 15502 |
Enables high-quality transcription and subtitle generation from local media fil…
|
F 30 5⁄4 | ||||||||
| 15503 |
The MCP server transforms chats with Claude into journaling sessions, saving co…
|
F 30 5⁄4 | ||||||||
| 15504 |
A comprehensive Data Platform server that enables seamless integration between …
|
F 30 5⁄5 | ||||||||
| 15505 |
A Model Context Protocol server that enables AI assistants to interact with iTe…
|
F 30 5⁄4 | ||||||||
| 15506 |
Enables interaction with Slack channels including checking Xcode Cloud build st…
|
F 30 5⁄5 | ||||||||
| 15507 |
Enables Claude to interact with Jira through JQL (Jira Query Language) queries …
|
F 30 5⁄4 | ||||||||
| 15508 |
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and a…
|
F 30 5⁄4 | ||||||||
| 15509 |
Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQu…
|
F 30 5⁄5 | ||||||||
| 15510 |
Enables semantic search and RAG (Retrieval Augmented Generation) over your Appl…
|
F 30 5⁄4 | ||||||||
| 15511 |
Search songs, albums, and artists on YouTube Music. Manage your library and pla…
|
F 30 5⁄5 | ||||||||
| 15512 |
A Model Context Protocol server for querying and analyzing Azure resources at s…
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F 30 5⁄5 | ||||||||
| 15513 |
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
|
F 30 5⁄5 | ||||||||
| 15514 |
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…
|
F 30 5⁄5 | ||||||||
| 15515 |
Provides web crawling and browser automation capabilities with support for mult…
|
F 30 5⁄4 | ||||||||
| 15516 |
Enables managing an organic stevia products e-commerce store through natural la…
|
F 30 5⁄5 | ||||||||
| 15517 |
A Model Context Protocol server that enables collaborative debates between mult…
|
F 30 5⁄5 | ||||||||
| 15518 |
A standalone MCP server generated from an OpenAPI specification that exposes Pe…
|
F 30 5⁄5 | ||||||||
| 15519 |
A bridge connecting physical hardware with AI large language models through the…
|
F 30 5⁄5 | ||||||||
| 15520 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 6⁄4 | ||||||||
| 15521 |
MCP Gateway and Registry
|
F 30 5⁄4 | ||||||||
| 15522 |
Raycast workflow automation MCP server with 9 tools
|
F 30 5⁄4 | ||||||||
| 15523 |
MCP Server connects with claude code local command.
|
F 30 5⁄4 | ||||||||
| 15524 |
|
F 30 5⁄4 | ||||||||
| 15525 |
An MCP server that enables interaction with local camera devices to capture and…
|
F 30 5⁄4 | ||||||||
| 15526 |
Provides comprehensive BioPython capabilities for biological sequence analysis,…
|
F 30 5⁄5 | ||||||||
| 15527 |
Connects 'yt-dlp' with LLMs via the Model Context Protocol, allowing users to d…
|
F 30 5⁄4 | ||||||||
| 15528 |
Persistent memory with knowledge graph visualization, semantic/hybrid search, c…
|
F 30 5⁄5 | ||||||||
| 15529 |
A reference MCP server for Cloudflare Workers that provides remote connection s…
|
F 30 5⁄5 | ||||||||
| 15530 |
Integrates the Detox mobile testing framework with Claude, enabling test execut…
|
F 30 5⁄4 | ||||||||
| 15531 |
An MCP server that automates Xianyu marketplace operations through Playwright, …
|
F 30 5⁄4 | ||||||||
| 15532 |
Enables remote MCP server connections with WorkOS AuthKit authentication and us…
|
F 30 5⁄5 | ||||||||
| 15533 |
A Model Context Protocol server that enables LLMs to retrieve web content and s…
|
F 30 5⁄5 | ||||||||
| 15534 |
Your comprehensive AI companion for building modern Next.js applications with R…
|
F 30 6⁄6 | ||||||||
| 15535 |
A security wrapper for MCP servers that provides trust-on-first-use pinning, gu…
|
F 30 5⁄5 | ||||||||
| 15536 |
Enables security professionals to query and analyze Active Directory attack pat…
|
F 30 5⁄5 | ||||||||
| 15537 |
Enables Claude Desktop to interact with MySQL databases through secure query ex…
|
F 30 5⁄5 | ||||||||
| 15538 |
Enable AI agents to perform sequential thinking processes with dynamic thought …
|
F 30 5⁄4 | ||||||||
| 15539 |
Enables users to generate and retrieve secure, audited smart contract templates…
|
F 30 5⁄5 | ||||||||
| 15540 |
An MCP server for AI agents to explore DeFi yield opportunities.
|
F 30 5⁄5 | ||||||||
| 15541 |
An experimental MCP server providing spatial context for LLMs by interfacing wi…
|
F 30 5⁄5 | ||||||||
| 15542 |
A Python-based MCP server that integrates OpenAPI-described REST APIs into MCP …
|
F 30 5⁄5 | ||||||||
| 15543 |
An intelligent task management server that generates context-aware engineering …
|
F 30 5⁄5 | ||||||||
| 15544 |
Enables AI assistants to interact with Jamf Pro for comprehensive Apple device …
|
F 30 6⁄6 | ||||||||
| 15545 |
WhatsApp MCP Server - Human-in-the-loop for AI agents via WhatsApp
|
F 30 5⁄4 | ||||||||
| 15546 |
A basic MCP server adapted from the official quickstart guide that provides wea…
|
F 30 5⁄4 | ||||||||
| 15547 |
An MCP server that enables sending Markdown-formatted notifications to Microsof…
|
F 30 5⁄5 | ||||||||
| 15548 |
Provides professional-grade access to financial and economic data from Yahoo Fi…
|
F 30 5⁄5 | ||||||||
| 15549 |
An MCP server for generic Database Management System (DBMS) Connectivity via SQ…
|
F 30 5⁄4 | ||||||||
| 15550 |
MCP server that connects AI assistants to ReviewWebsite.com API for creating an…
|
F 30 5⁄5 | ||||||||