MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 2 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9451 |
Provides comprehensive weather information including current conditions, 7-day …
|
C 67 5⁄5 | ||||||||
| 9452 |
Delivering crypto ETF flow data to power AI agents' decision-making.
|
C 67 5⁄5 | ||||||||
| 9453 |
Provides tools for AI assistants to interact with Airtable databases, enabling …
|
C 67 6⁄6 | ||||||||
| 9454 |
Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly in…
|
C 67 5⁄5 | ||||||||
| 9455 |
An MCP server that provides tools for interacting with Deep State Representatio…
|
C 67 5⁄4 | ||||||||
| 9456 |
|
C 67 5⁄5 | ||||||||
| 9457 |
Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, …
|
C 67 5⁄5 | ||||||||
| 9458 |
An MCP server that extracts transcripts, metadata, and summaries from YouTube v…
|
C 67 5⁄5 | ||||||||
| 9459 |
Weather MCP Server
Claim
Connects Claude Desktop to the Open-Meteo API to retrieve real-time weather dat…
|
C 67 5⁄4 | ||||||||
| 9460 |
A production-ready MCP server for Customer Relationship Management (CRM) that u…
|
C 67 5⁄4 | ||||||||
| 9461 |
Extracts structured dictionary data from the Longman Dictionary of Contemporary…
|
C 67 5⁄5 | ||||||||
| 9462 |
An MCP server that allows Claude Desktop to access and manage Raindrop.io bookm…
|
C 67 5⁄5 | ||||||||
| 9463 |
Enables interaction with Figma files through tools that list projects/files, fe…
|
C 67 5⁄5 | ||||||||
| 9464 |
I Ching hexagram analysis and geographic feng shui for Taiwan locations
|
C 67 6⁄6 | ||||||||
| 9465 |
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
|
C 67 6⁄6 | ||||||||
| 9466 |
A powerful Model Context Protocol (MCP) server that provides enhanced Google se…
|
C 67 5⁄5 | ||||||||
| 9467 |
Fusion MCP Server
Claim
Enables AI to analyze and transform data using fusion algorithms with statistic…
|
C 67 5⁄5 | ||||||||
| 9468 |
Enables the execution and analysis of JMeter performance tests through MCP-comp…
|
C 67 5⁄4 | ||||||||
| 9469 |
Provides comprehensive geographic information services and route planning for A…
|
C 67 5⁄5 | ||||||||
| 9470 |
MCP server that allows FE/UI/Designers to retrieve SVG icons via the Iconify AP…
|
C 67 5⁄5 | ||||||||
| 9471 |
Enables interaction with Databricks workspaces using On-Behalf-Of authenticatio…
|
C 67 5⁄5 | ||||||||
| 9472 |
Enables AI assistants to send messages and interact with Telegram chats through…
|
C 67 5⁄5 | ||||||||
| 9473 |
An open source Model Context Protocol server for PostgreSQL that provides datab…
|
C 67 5⁄5 | ||||||||
| 9474 |
Enables AI assistants to interact with MariaDB databases through schema explora…
|
C 67 5⁄5 | ||||||||
| 9475 |
Enables pattern-based file editing operations using copy/paste functionality wi…
|
C 67 5⁄5 | ||||||||
| 9476 |
Enables interaction with GitHub issues via the Model Context Protocol, allowing…
|
C 67 5⁄5 | ||||||||
| 9477 |
Provides comprehensive HIPAA compliance guidance for developers building health…
|
C 67 5⁄5 | ||||||||
| 9478 |
Enables AI assistants to download Instagram content including posts, videos, re…
|
C 67 5⁄4 | ||||||||
| 9479 |
Enables access to Astro's App Store Optimization (ASO) database for analyzing a…
|
C 67 5⁄4 | ||||||||
| 9480 |
MCP server that provides AI assistants access to stock market data including fi…
|
C 67 5⁄5 | ||||||||
| 9481 |
Provides tools for converting Markdown content and files into professional PDF …
|
C 67 5⁄5 | ||||||||
| 9482 |
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
|
C 67 5⁄5 | ||||||||
| 9483 |
A server providing a unified interface to interact with Firebase services, incl…
|
C 67 5⁄5 | ||||||||
| 9484 |
Provides programmatic access to GameMaker Language (GML) documentation through …
|
C 67 5⁄5 | ||||||||
| 9485 |
Model Context Protocol server that enables LLMs and AI assistants to retrieve r…
|
C 67 5⁄5 | ||||||||
| 9486 |
Provides AI models with access to Ukrainian government procurement data from Pr…
|
C 67 5⁄5 | ||||||||
| 9487 |
Provides a specialized environment for developing InstantCMS 2 addons and templ…
|
C 67 5⁄4 | ||||||||
| 9488 |
A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemin…
|
C 67 5⁄5 | ||||||||
| 9489 |
A lightweight MCP server that enables intelligent tool management and semantic …
|
C 67 5⁄5 | ||||||||
| 9490 |
google-mcp
Claim
Streamable HTTP MCP server for Google Calendar and Sheets with OAuth login.
|
C 67 6⁄6 | ||||||||
| 9491 |
Lightweight MCP wrappers that consolidate multiple tools from services like Sup…
|
C 67 5⁄5 | ||||||||
| 9492 |
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
|
C 67 5⁄5 | ||||||||
| 9493 |
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using…
|
C 67 5⁄4 | ||||||||
| 9494 |
An MCP server that enables image generation using Google's Gemini Nano Banana P…
|
C 67 5⁄5 | ||||||||
| 9495 |
Remote ChromaDB vector database MCP server with streamable HTTP transport
|
C 67 6⁄6 | ||||||||
| 9496 |
Enables execution of SSH commands on remote servers and management of Google Cl…
|
C 67 5⁄4 | ||||||||
| 9497 |
mcp-garendesign
Claim
Enables AI-driven frontend component design and code generation from natural la…
|
C 67 5⁄4 | ||||||||
| 9498 |
Provides essential utility tools for text processing, file operations, hashing,…
|
C 67 5⁄4 | ||||||||
| 9499 |
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
|
C 67 5⁄5 | ||||||||
| 9500 |
MCP server for searching and reading PmWiki pages with text queries and group f…
|
C 67 5⁄4 | ||||||||