MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 10 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2601 |
Enables secure secrets management through the Doppler CLI via natural language …
|
B 77 5⁄5 | ||||||||
| 2602 |
Provides intelligent design pattern recommendations using semantic search throu…
|
B 77 5⁄4 | ||||||||
| 2603 |
Enables accessing and extracting files from remote zip archives over HTTP, HTTP…
|
B 77 5⁄5 | ||||||||
| 2604 |
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
|
B 77 6⁄6 | ||||||||
| 2605 |
Provides access to Open-E JovianDSS REST API documentation for intelligent sear…
|
B 77 5⁄5 | ||||||||
| 2606 |
Scrapes and queries Reddit posts, comments, and media from subreddits and user …
|
B 77 5⁄4 | ||||||||
| 2607 |
Enables managing employee records by providing tools to list directories, retri…
|
B 77 5⁄4 | ||||||||
| 2608 |
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Te…
|
B 77 5⁄4 | ||||||||
| 2609 |
Enables semantic search and retrieval of information from personal and team kno…
|
B 77 5⁄5 | ||||||||
| 2610 |
An MCP server for real-time Fantasy Premier League data and analysis tools.
|
B 77 5⁄5 | ||||||||
| 2611 |
Enables Model Context Protocol tools for automating web browsers and Electron d…
|
B 77 5⁄5 | ||||||||
| 2612 |
Enables AI assistants to send native macOS notifications for task completion al…
|
B 77 5⁄4 | ||||||||
| 2613 |
Read, manipulate, and export Adobe Illustrator design data. 26 tools. macOS | W…
|
B 77 4⁄4 | ||||||||
| 2614 |
DuckDB database integration with schema inspection and query capabilities
|
B 77 5⁄4 | ||||||||
| 2615 |
Provides a standardized way to interact with MinIO object storage, allowing acc…
|
B 77 5⁄5 | ||||||||
| 2616 |
Provides comprehensive Gmail integration with 25+ tools for intelligent email m…
|
B 77 5⁄5 | ||||||||
| 2617 |
Enables interaction with Bring! shopping lists through natural language, allowi…
|
B 77 5⁄5 | ||||||||
| 2618 |
Enables comprehensive Kubernetes cluster management through kubectl operations,…
|
B 77 5⁄4 | ||||||||
| 2619 |
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
|
B 77 5⁄5 | ||||||||
| 2620 |
Enables AI assistants to interact with TimescaleDB time-series databases throug…
|
B 77 5⁄5 | ||||||||
| 2621 |
Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, cr…
|
B 77 5⁄5 | ||||||||
| 2622 |
render-mcp
Claim
Interact with Render (https://render.com) and easily deploy your services
|
B 77 5⁄5 | ||||||||
| 2623 |
Docker operations — manage containers, images, volumes, networks, and compose s…
|
B 77 5⁄5 | ||||||||
| 2624 |
Python wrapper & MCP server for transmission
|
B 77 5⁄5 | ||||||||
| 2625 |
Mercado Pago payments for AI agents — create payment links, search payments, an…
|
B 77 5⁄5 | ||||||||
| 2626 |
NeuroDev MCP is a smart Model Context Protocol server for Python development. I…
|
B 77 5⁄5 | ||||||||
| 2627 |
Enables AI assistants to retrieve real-time weather data and 5-day forecasts fo…
|
B 77 5⁄5 | ||||||||
| 2628 |
A Model Context Protocol server that enables interaction with Infisical APIs fo…
|
B 77 5⁄5 | ||||||||
| 2629 |
Basis Protocol
Claim
Stablecoin risk scores, wallet risk profiles, and transaction risk assessment.
|
B 77 4⁄4 | ||||||||
| 2630 |
📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provid…
|
B 77 5⁄4 | ||||||||
| 2631 |
Provides OpenFeature SDK installation guidance for various programming language…
|
B 77 5⁄5 | ||||||||
| 2632 |
A Model Context Protocol (MCP) server that provides tools for interacting with …
|
B 77 5⁄4 | ||||||||
| 2633 |
An MCP server that performs iterative deep research using Google Gemini 2.5 Fla…
|
B 77 5⁄4 | ||||||||
| 2634 |
Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain …
|
B 77 5⁄5 | ||||||||
| 2635 |
Enables AI agents to interact with Magento 2 development environments through c…
|
B 77 5⁄4 | ||||||||
| 2636 |
Enables interaction with Freshdesk API v2 to manage support tickets, contacts, …
|
B 77 5⁄5 | ||||||||
| 2637 |
An intelligent MCP server that analyzes projects and recommends team compositio…
|
B 77 5⁄4 | ||||||||
| 2638 |
Enables LLM clients to interact with any MediaWiki wiki, supporting page creati…
|
B 77 5⁄5 | ||||||||
| 2639 |
Enables searching and retrieving academic papers from arXiv by various criteria…
|
B 77 5⁄5 | ||||||||
| 2640 |
A security-hardened MCP server that enables AI models to safely interact with O…
|
B 77 5⁄4 | ||||||||
| 2641 |
Provides basic mathematical calculation functionality through MCP tools includi…
|
B 77 5⁄4 | ||||||||
| 2642 |
ProbeOps MCP Server
Claim
MCP server for running infrastructure diagnostics from 6 global regions. It pro…
|
B 77 5⁄4 | ||||||||
| 2643 |
Printful MCP Server
Claim
Connects Printful's print-on-demand API to AI assistants like Claude and Cursor…
|
B 77 5⁄5 | ||||||||
| 2644 |
An MCP server that allows coding agents to look up contextual rules and pattern…
|
B 77 6⁄6 | ||||||||
| 2645 |
Integrates RAGFlow's knowledge base API with Claude Desktop for document retrie…
|
B 77 5⁄5 | ||||||||
| 2646 |
Enables interaction with AWS S3 storage through bucket operations (create, dele…
|
B 77 5⁄5 | ||||||||
| 2647 |
|
B 77 5⁄4 | ||||||||
| 2648 |
The Excel to JSON MCP provides a standardized interface for converting Excel an…
|
B 77 5⁄5 | ||||||||
| 2649 |
The MCP Web Research Server enables real-time web research with Claude by integ…
|
B 77 5⁄5 | ||||||||
| 2650 |
Provides AI assistants with access to 30+ validated financial independence calc…
|
B 77 5⁄5 | ||||||||