MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2601 |
Docker operations — manage containers, images, volumes, networks, and compose s…
|
B 77 5⁄5 | ||||||||
| 2602 |
Enables AI agents to clone entire websites, download files, manage authenticati…
|
B 77 5⁄5 | ||||||||
| 2603 |
A comprehensive Model Context Protocol (MCP) server that provides access to the…
|
B 77 5⁄5 | ||||||||
| 2604 |
KSM MCP is a Model Context Protocol (MCP) server that acts as a secure intermed…
|
B 77 5⁄4 | ||||||||
| 2605 |
Opera Omnia MCP Server
Claim
A server that provides access to the Opera Omnia collection of JSON datasets fo…
|
B 77 5⁄5 | ||||||||
| 2606 |
mcp-auth-servers
Claim
🔒 Reference MCP servers that demo how authentication works with the current Mod…
|
B 77 5⁄4 | ||||||||
| 2607 |
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
|
B 77 6⁄6 | ||||||||
| 2608 |
mcp-server-docy
|
B 77 5⁄5 | ||||||||
| 2609 |
MCP server for AI-enhanced prompt engineering and request conversion.
|
B 77 5⁄4 | ||||||||
| 2610 |
Official Kagi Search MCP Server.
|
B 77 5⁄5 | ||||||||
| 2611 |
Enables AI models to fetch text content from URLs, extract links from web pages…
|
B 77 5⁄5 | ||||||||
| 2612 |
Provides reference information for Flux UI components, enabling AI assistants t…
|
B 77 5⁄5 | ||||||||
| 2613 |
Google Tasks MCP Server
Claim
Enables integration with Google Tasks API to create and manage tasks through OA…
|
B 77 5⁄5 | ||||||||
| 2614 |
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
|
B 77 5⁄5 | ||||||||
| 2615 |
greptile-mcp
|
B 77 5⁄5 | ||||||||
| 2616 |
Enables LLMs to interact with Todoist for comprehensive task and project manage…
|
B 77 5⁄5 | ||||||||
| 2617 |
A Model Context Protocol (MCP) server that provides tools for interacting with …
|
B 77 5⁄4 | ||||||||
| 2618 |
Enables AI assistants to retrieve real-time weather data and 5-day forecasts fo…
|
B 77 5⁄5 | ||||||||
| 2619 |
ProbeOps MCP Server
Claim
MCP server for running infrastructure diagnostics from 6 global regions. It pro…
|
B 77 5⁄4 | ||||||||
| 2620 |
Integrates Google Gemini AI into Warp terminal workflows through three focused …
|
B 77 5⁄4 | ||||||||
| 2621 |
MCP server for cryptocurrency asset prices, exchange rates, and market metadata…
|
B 77 6⁄6 | ||||||||
| 2622 |
Enables access to Reddit data including posts, comments, user profiles, and sub…
|
B 77 5⁄5 | ||||||||
| 2623 |
Enables AI assistants to fetch comprehensive information about Maven packages f…
|
B 77 5⁄5 | ||||||||
| 2624 |
Provides intelligent OCR and PDF processing capabilities that automatically det…
|
B 77 5⁄5 | ||||||||
| 2625 |
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
|
B 77 5⁄4 | ||||||||
| 2626 |
Allow AI systems to search for places and get business info via Google Maps Pla…
|
B 77 5⁄4 | ||||||||
| 2627 |
AI-powered content processing with 226 Fabric patterns for writing, analysis, a…
|
B 77 5⁄4 | ||||||||
| 2628 |
Automate web browsing and data extraction by converting live pages into clean M…
|
B 77 5⁄5 | ||||||||
| 2629 |
Enables Claude to store and query personal finance transactions using semantic …
|
B 77 5⁄5 | ||||||||
| 2630 |
An MCP (Model Context Protocol) server that provides tools for checking Maven d…
|
B 77 5⁄5 | ||||||||
| 2631 |
Execute SQL queries, browse schemas, and analyze Oracle Database performance th…
|
B 77 5⁄5 | ||||||||
| 2632 |
Comprehensive Starknet blockchain integration with support for native tokens (E…
|
B 77 5⁄5 | ||||||||
| 2633 |
Neovim MCP Server
Claim
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
|
B 77 5⁄4 | ||||||||
| 2634 |
Enables LLMs to inspect and test other MCP servers by listing and calling their…
|
B 77 5⁄5 | ||||||||
| 2635 |
Provides Claude with access to Shodan for IP address lookups, service discovery…
|
B 77 5⁄5 | ||||||||
| 2636 |
Provides AI assistants with access to 30+ validated financial independence calc…
|
B 77 5⁄5 | ||||||||
| 2637 |
Enables AI assistants to interact with Seafile cloud storage for managing self-…
|
B 77 5⁄5 | ||||||||
| 2638 |
Provides structured debugging capabilities through LLDB, enabling AI assistants…
|
B 77 5⁄5 | ||||||||
| 2639 |
Enables AI assistants to interact with Jenkins CI/CD systems for build manageme…
|
B 77 5⁄5 | ||||||||
| 2640 |
Enables interaction with the TexasSolver poker solver to run game theory optima…
|
B 77 5⁄4 | ||||||||
| 2641 |
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
|
B 77 5⁄5 | ||||||||
| 2642 |
A collection of self-hosted, open-source tools that enable AI agents to perform…
|
B 77 5⁄5 | ||||||||
| 2643 |
Provides structured sequential thinking capabilities for AI assistants to break…
|
B 77 5⁄5 | ||||||||
| 2644 |
A MCP server for managing and storing code snippets in various programming lang…
|
B 77 5⁄5 | ||||||||
| 2645 |
Enables secure access to Xplainable AI platform capabilities for managing machi…
|
B 77 5⁄5 | ||||||||
| 2646 |
Enables AI assistants to search and retrieve biomedical research articles from …
|
B 77 5⁄5 | ||||||||
| 2647 |
A comprehensive ElysiaJS plugin for building Model Context Protocol (MCP) serve…
|
B 77 5⁄5 | ||||||||
| 2648 |
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
|
B 77 5⁄5 | ||||||||
| 2649 |
Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)
|
B 77 5⁄5 | ||||||||
| 2650 |
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
|
B 77 5⁄4 | ||||||||