MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 2 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5451 |
Gives large language models time awareness capabilities through various time-re…
|
B 73 5⁄5 | ||||||||
| 5452 |
vmysql-mcp
Claim
A lightweight, multi-environment MySQL MCP server that provides secure, policy-…
|
B 73 5⁄5 | ||||||||
| 5453 |
Enables interaction with Shopify store data using the GraphQL API, supporting p…
|
B 73 5⁄5 | ||||||||
| 5454 |
A visual vocabulary server that translates specific magazine aesthetics and pho…
|
B 73 5⁄4 | ||||||||
| 5455 |
A Model Context Protocol (MCP) server that provides comprehensive cryptocurrenc…
|
B 73 5⁄5 | ||||||||
| 5456 |
The Voyp MCP Server enables AI systems to integrate with VOYP's calling capabil…
|
B 73 5⁄5 | ||||||||
| 5457 |
Enables collaborative document authoring and composition with project-based org…
|
B 73 5⁄4 | ||||||||
| 5458 |
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
|
B 73 5⁄5 | ||||||||
| 5459 |
Enables AI assistants to create and manage visual automation configurations, wo…
|
B 73 5⁄5 | ||||||||
| 5460 |
Smart Search MCP Server
Claim
Integrates a remote smart search API to provide powerful web search capabilitie…
|
B 73 5⁄5 | ||||||||
| 5461 |
Provides access to University of Tartu's translation services supporting 700+ l…
|
B 73 5⁄5 | ||||||||
| 5462 |
Enables AI assistants to interact with SAP Signavio Process Manager through its…
|
B 73 5⁄5 | ||||||||
| 5463 |
A Model Context Protocol (MCP) server that enables Claude to use Monte Carlo Tr…
|
B 73 5⁄5 | ||||||||
| 5464 |
A Model Context Protocol server that allows Claude to interact with Linear's AP…
|
B 73 5⁄5 | ||||||||
| 5465 |
Git Helper MCP
Claim
Enables Claude to interact with git repositories by providing real-time access …
|
B 73 5⁄4 | ||||||||
| 5466 |
Analyzes pommel horse gymnastics routines using a categorical aesthetics framew…
|
B 73 5⁄5 | ||||||||
| 5467 |
Enables AI agents to access Fathom AI meeting data including transcripts, summa…
|
B 73 5⁄5 | ||||||||
| 5468 |
A comprehensive MCP server providing over 26 tools for querying, monitoring, an…
|
B 73 5⁄5 | ||||||||
| 5469 |
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
|
B 73 5⁄5 | ||||||||
| 5470 |
Enables AI assistants to fetch comprehensive information about vcpkg C++ packag…
|
B 73 5⁄5 | ||||||||
| 5471 |
Advanced MCP server providing cutting-edge prompt optimization tools with resea…
|
B 73 5⁄5 | ||||||||
| 5472 |
An MCP server that allows Claude to create, manage and publish X/Twitter posts …
|
B 73 5⁄4 | ||||||||
| 5473 |
A Model Context Protocol server that enables interaction with Exa's Websets API…
|
B 73 5⁄4 | ||||||||
| 5474 |
Enables automation of browser tasks using Playwright by interacting via Claude …
|
B 73 5⁄5 | ||||||||
| 5475 |
An MCP server that provides Git version control operations for Claude, enabling…
|
B 73 5⁄4 | ||||||||
| 5476 |
Enables interaction with a MySQL database via JSON commands, supporting read-on…
|
B 73 5⁄5 | ||||||||
| 5477 |
Azure DevOps integration for repository management, work items, and pipelines.
|
B 73 5⁄5 | ||||||||
| 5478 |
Automatically scans project dependencies (npm, Composer) for security vulnerabi…
|
B 73 5⁄5 | ||||||||
| 5479 |
Provides basic mathematical operations like addition, subtraction, multiplicati…
|
B 73 5⁄4 | ||||||||
| 5480 |
Provides weather information and alerts from the National Weather Service, incl…
|
B 73 5⁄5 | ||||||||
| 5481 |
Provides LLMs with network intelligence capabilities including PTR record looku…
|
B 73 5⁄5 | ||||||||
| 5482 |
Converts HTML files or HTML content to PDF using Puppeteer's browser rendering …
|
B 73 5⁄5 | ||||||||
| 5483 |
Enables AI assistants like Claude to manage Docker containers, images, and Dock…
|
B 73 5⁄5 | ||||||||
| 5484 |
Enables AI agents to interact directly with Google Sheets to create, read, and …
|
B 73 5⁄5 | ||||||||
| 5485 |
Umami MCP Server
Claim
Connect your Umami Analytics to any MCP client to derive insights from natural …
|
B 73 5⁄5 | ||||||||
| 5486 |
Enables natural language search and discovery of open-access scientific dataset…
|
B 73 5⁄5 | ||||||||
| 5487 |
56+ AI tools for CRM, content, workflows, SkillForge & marketing automation.
|
B 73 5⁄5 | ||||||||
| 5488 |
MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM…
|
B 73 5⁄5 | ||||||||
| 5489 |
Enables comprehensive management of Google Calendar, Contacts, and Gmail with f…
|
B 73 5⁄5 | ||||||||
| 5490 |
Provides capabilities for searching Jira issues using JQL and retrieving detail…
|
B 73 5⁄5 | ||||||||
| 5491 |
Enables AI assistants to read, search, organize, and draft emails in Gmail inbo…
|
B 73 5⁄5 | ||||||||
| 5492 |
Census API MCP Server
Claim
Enables access to U.S. Census Bureau data including demographics, population, i…
|
B 73 5⁄5 | ||||||||
| 5493 |
An MCP server using the AviationStack API to fetch real-time flight data includ…
|
B 73 5⁄5 | ||||||||
| 5494 |
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
|
B 73 5⁄5 | ||||||||
| 5495 |
Enables interaction with Shopify stores through the GraphQL Admin API. Supports…
|
B 73 5⁄5 | ||||||||
| 5496 |
Extracts and transforms webpage content into clean, LLM-optimized Markdown. Ret…
|
B 73 5⁄5 | ||||||||
| 5497 |
A universal resource server that enables AI models to mount local folders, scra…
|
B 73 5⁄4 | ||||||||
| 5498 |
MCP server enabling AI agents to programmatically connect to and control Apache…
|
B 73 5⁄5 | ||||||||
| 5499 |
An AI-assisted server that enables dating within Zoom meetings, requiring Zoom …
|
B 73 5⁄5 | ||||||||
| 5500 |
Star Wars MCP Server
Claim
Enables users to query the Star Wars universe through the SWAPI (Star Wars API)…
|
B 73 5⁄5 | ||||||||