MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8301 |
A simple MCP server implementation that demonstrates streaming capabilities wit…
|
C 69 5⁄4 | ||||||||
| 8302 |
A Model Context Protocol server that enables AI agents to interact with Alibaba…
|
C 69 5⁄5 | ||||||||
| 8303 |
An enterprise-grade Model Context Protocol server that provides comprehensive G…
|
C 69 5⁄5 | ||||||||
| 8304 |
Enables browser automation and web page interaction using Playwright's accessib…
|
C 69 5⁄5 | ||||||||
| 8305 |
Connects to Gmail accounts to search emails, retrieve full email content, and p…
|
C 69 5⁄4 | ||||||||
| 8306 |
A Model Context Protocol server that bridges MCP clients with local LLM service…
|
C 69 5⁄4 | ||||||||
| 8307 |
Facilitates structured, progressive thinking through defined cognitive stages (…
|
C 69 5⁄5 | ||||||||
| 8308 |
Express MCP Server
Claim
A modular Model Context Protocol server implementation using Express.js that pr…
|
C 69 5⁄5 | ||||||||
| 8309 |
A Model Context Protocol server that retrieves CVE information from the Nationa…
|
C 69 5⁄5 | ||||||||
| 8310 |
Converts JSON data to TOON (Token-Oriented Object Notation) format and back, re…
|
C 69 5⁄5 | ||||||||
| 8311 |
A server implementation of the Model Context Protocol (MCP) for managing develo…
|
C 69 5⁄4 | ||||||||
| 8312 |
An MCP server that enables interaction with Google Drive through the Google Clo…
|
C 69 6⁄6 | ||||||||
| 8313 |
Enables retrieval of weather information for major cities across Japan using th…
|
C 69 5⁄5 | ||||||||
| 8314 |
An MCP server for 1C:Enterprise that provides AI assistants with access to conf…
|
C 69 5⁄4 | ||||||||
| 8315 |
A Model Context Protocol server that provides database interaction capabilities…
|
C 69 5⁄4 | ||||||||
| 8316 |
A server that implements the Model Completion Protocol (MCP) to allow LLMs to i…
|
C 69 5⁄5 | ||||||||
| 8317 |
cryptodataapi-mcp
Claim
Real-time crypto market data for AI agents — market health scores, derivatives,…
|
C 69 5⁄5 | ||||||||
| 8318 |
🔍 A biomedical literature annotation and relationship mining server based on Pu…
|
C 69 5⁄5 | ||||||||
| 8319 |
gmail-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8320 |
Generates personalized music playlists based on mood analysis using AI sentimen…
|
C 69 5⁄5 | ||||||||
| 8321 |
Enables users to manage their Zaim household account data through OAuth 1.0a au…
|
C 69 5⁄5 | ||||||||
| 8322 |
An MCP server for automating Turo peer-to-peer car rental interactions using st…
|
C 69 5⁄4 | ||||||||
| 8323 |
Enables users to compare prices, track budgets, and find promotional deals acro…
|
C 69 5⁄5 | ||||||||
| 8324 |
This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to …
|
C 69 5⁄4 | ||||||||
| 8325 |
52 MCP tools for AI social media: create, distribute, analyze, and optimize con…
|
C 69 5⁄5 | ||||||||
| 8326 |
An MCP server that enables AI assistants like Claude to access and manipulate A…
|
C 69 5⁄4 | ||||||||
| 8327 |
Enables AI-powered generation of presentations, documents, and webpages through…
|
C 69 5⁄5 | ||||||||
| 8328 |
Connects an Emby media server to AI clients like Claude Desktop, enabling natur…
|
C 69 5⁄5 | ||||||||
| 8329 |
A mixture-of-experts visual question-answering server that enables visual groun…
|
C 69 5⁄5 | ||||||||
| 8330 |
A full-featured content management platform for Today's Headlines that supports…
|
C 69 5⁄4 | ||||||||
| 8331 |
A MCP server that allows AI assistants to interact with the browser, including …
|
C 69 5⁄4 | ||||||||
| 8332 |
Provides read-only access to native macOS system utilities including disk manag…
|
C 69 5⁄5 | ||||||||
| 8333 |
StarRocks MCP (Model Context Protocol) Server
|
C 69 5⁄5 | ||||||||
| 8334 |
A cross-platform integration server that enables interaction with the MetaTrade…
|
C 69 5⁄5 | ||||||||
| 8335 |
Enables conversational analysis of CSV and Parquet files through natural langua…
|
C 69 5⁄4 | ||||||||
| 8336 |
Enables AI agents to interact with Windows operating systems by providing tools…
|
C 69 5⁄4 | ||||||||
| 8337 |
Provides LLM clients with safe, persistent SSH access to remote machines throug…
|
C 69 5⁄5 | ||||||||
| 8338 |
Enables semantic search across Obsidian vaults using vector embeddings and Chro…
|
C 69 5⁄4 | ||||||||
| 8339 |
An MCP server that provides integration with Jira and Confluence for managing i…
|
C 69 5⁄5 | ||||||||
| 8340 |
Enables interaction with Oracle databases through MCP by executing SELECT queri…
|
C 69 5⁄5 | ||||||||
| 8341 |
Enables seamless integration between Claude and Trello via Nango authentication…
|
C 69 5⁄5 | ||||||||
| 8342 |
Enables AI assistants to manage MySQL databases through natural language comman…
|
C 69 5⁄5 | ||||||||
| 8343 |
A Model Context Protocol server that enables AI assistants to interact with Ama…
|
C 69 5⁄5 | ||||||||
| 8344 |
A Model Context Protocol (MCP) server that supports STDIO, SSE and Streamable H…
|
C 69 5⁄5 | ||||||||
| 8345 |
Check domain availability across 500+ TLDs. Single and bulk checks with UI.
|
C 69 5⁄4 | ||||||||
| 8346 |
Interact with FTP servers seamlessly. List directories, upload and download fil…
|
C 69 5⁄5 | ||||||||
| 8347 |
A meta MCP server that scales LLMs to 1000+ servers via automatic routing, with…
|
C 69 5⁄5 | ||||||||
| 8348 |
An MCP server that enables LLMs to query data from various NASA APIs, allowing …
|
C 69 5⁄5 | ||||||||
| 8349 |
A server that enables integration between Claude Desktop and WordPress, allowin…
|
C 69 5⁄5 | ||||||||
| 8350 |
A Model Context Protocol server that integrates Figma design files with AI codi…
|
C 69 5⁄5 | ||||||||