MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3451 |
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
|
B 76 5⁄5 | ||||||||
| 3452 |
claude-recall
Claim
A persistent memory server for Claude Code that captures session context and to…
|
B 76 5⁄4 | ||||||||
| 3453 |
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
|
B 76 5⁄5 | ||||||||
| 3454 |
Enables automated web research and intelligence gathering through recursive web…
|
B 76 5⁄4 | ||||||||
| 3455 |
Provides comprehensive pharmaceutical intelligence by integrating real-time ope…
|
B 76 5⁄5 | ||||||||
| 3456 |
Provides web accessibility analysis and color blindness simulation using axe-co…
|
B 76 5⁄5 | ||||||||
| 3457 |
Facilitates two-stage reasoning processes using DeepSeek for detailed analysis …
|
B 76 5⁄5 | ||||||||
| 3458 |
Provides AI assistants with visual feedback for responsive web design by captur…
|
B 76 5⁄4 | ||||||||
| 3459 |
Omise MCP Server
Claim
Enables comprehensive payment processing through Omise APIs including charges, …
|
B 76 5⁄5 | ||||||||
| 3460 |
A unified MCP server that aggregates 32 sports API providers into a single serv…
|
B 76 4⁄4 | ||||||||
| 3461 |
A Model Context Protocol server that enables Claude Desktop and other MCP-compa…
|
B 76 5⁄5 | ||||||||
| 3462 |
MCP Email Server
Claim
A comprehensive MCP server for unified email management that supports both Gmai…
|
B 76 5⁄4 | ||||||||
| 3463 |
A server allowing interaction with Reddit via the public API, enabling browsing…
|
B 76 5⁄5 | ||||||||
| 3464 |
Enables interaction with Jenkins to manage jobs, trigger builds with parameters…
|
B 76 5⁄5 | ||||||||
| 3465 |
An MCP (Model Context Protocol) server for performing accessibility audits on w…
|
B 76 5⁄5 | ||||||||
| 3466 |
Enables AI agents to create professional Slidev presentations and export them t…
|
B 76 5⁄4 | ||||||||
| 3467 |
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
|
B 76 5⁄5 | ||||||||
| 3468 |
Provides a semantic search interface that enables discovery and routing across …
|
B 76 5⁄5 | ||||||||
| 3469 |
Provides a comprehensive robotics information hub with details on frameworks li…
|
B 76 5⁄4 | ||||||||
| 3470 |
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
|
B 76 5⁄4 | ||||||||
| 3471 |
Enables AI assistants to interact with Saffron recipe management functionality,…
|
B 76 5⁄5 | ||||||||
| 3472 |
A lightweight, file-based server for managing and serving personal prompt templ…
|
B 76 5⁄4 | ||||||||
| 3473 |
A centralized automation hub that provides a unified interface for AI agents to…
|
B 76 5⁄5 | ||||||||
| 3474 |
Manages App Store Connect and Google Play Console metadata, releases, and ASO w…
|
B 76 5⁄4 | ||||||||
| 3475 |
MCP App that renders 2D molecular structures from SMILES using RDKit.js
|
B 76 5⁄4 | ||||||||
| 3476 |
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
|
B 76 5⁄5 | ||||||||
| 3477 |
Cortex MCP provides AI agents with long-term portfolio memory by transforming p…
|
B 76 5⁄5 | ||||||||
| 3478 |
Cursor Sound MCP
Claim
Plays sound effects when Cursor AI completes code generation, providing audio f…
|
B 76 5⁄5 | ||||||||
| 3479 |
Converts documents, webpages, and media files into markdown for AI assistants u…
|
B 76 5⁄5 | ||||||||
| 3480 |
A Model Context Protocol server that enables automation and management of OmniF…
|
B 76 5⁄5 | ||||||||
| 3481 |
Gigaspec
Claim
An AI-native specification framework that enables deep requirements analysis an…
|
B 76 5⁄5 | ||||||||
| 3482 |
Allows the AI to read .ged files and genetic data
|
B 76 5⁄4 | ||||||||
| 3483 |
A comprehensive Model Context Protocol server that enables AI assistants to int…
|
B 76 5⁄5 | ||||||||
| 3484 |
Official MCP server for managing Searchcraft clusters, creating a search index,…
|
B 76 5⁄5 | ||||||||
| 3485 |
buttplug-mcp
Claim
Buttplug.io Model Context Protocol (MCP) Server
|
B 76 5⁄4 | ||||||||
| 3486 |
Connect AI clients to OpenAPI APIs quickly, with one MCP server, direct CLI acc…
|
B 76 5⁄4 | ||||||||
| 3487 |
Enables AI assistants to save and manage question-and-answer pairs within a str…
|
B 76 5⁄5 | ||||||||
| 3488 |
MCP server to deploy apps to Cloud Run
|
B 76 5⁄5 | ||||||||
| 3489 |
Provides programmatic access to Xcode functionality, enabling AI assistants to …
|
B 76 5⁄5 | ||||||||
| 3490 |
3D printing filament and materials knowledge base. 6,957 filaments from Spoolma…
|
B 76 5⁄4 | ||||||||
| 3491 |
Enables programmatic management of Google Ads campaigns, allowing users to moni…
|
B 76 5⁄5 | ||||||||
| 3492 |
A server that provides access to the Art Institute of Chicago Collection throug…
|
B 76 5⁄5 | ||||||||
| 3493 |
Provides web search, content extraction, and AI summarization capabilities usin…
|
B 76 5⁄5 | ||||||||
| 3494 |
Enables users to search for job opportunities in Singapore through the MyCareer…
|
B 76 5⁄5 | ||||||||
| 3495 |
Enables efficient web search integration with Jina.ai's Search API, offering cl…
|
B 76 5⁄5 | ||||||||
| 3496 |
A privacy-first macOS MCP server that enables AI agents to capture screenshots …
|
B 76 5⁄4 | ||||||||
| 3497 |
PrintSmith MCP Server
Claim
Connects Claude to PrintSmith Vision for read-only AI-assisted print shop manag…
|
B 76 5⁄4 | ||||||||
| 3498 |
|
B 76 5⁄4 | ||||||||
| 3499 |
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
|
B 76 5⁄4 | ||||||||
| 3500 |
An MCP server that provides access to FedRAMP 20x security requirements and con…
|
B 76 5⁄5 | ||||||||