MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11301 |
Provides seamless integration with macOS native applications including Messages…
|
C 63 5⁄4 | ||||||||
| 11302 |
literateMCP
Claim
Server for managing academic literature with structured note-taking and organiz…
|
C 63 5⁄4 | ||||||||
| 11303 |
RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query…
|
C 63 5⁄5 | ||||||||
| 11304 |
Python MSSQL MCP Server
Claim
Enables Language Models to interact with Microsoft SQL Server databases by insp…
|
C 63 5⁄5 | ||||||||
| 11305 |
Connects to Jira instances to generate weekly reports based on issue activity, …
|
C 63 5⁄4 | ||||||||
| 11306 |
Enables Magic: The Gathering players to manage decks and access card informatio…
|
C 63 5⁄4 | ||||||||
| 11307 |
Enables currency conversion between 161+ currencies using real-time exchange ra…
|
C 63 5⁄5 | ||||||||
| 11308 |
AgentBase: open registry of agent instruction files for AI agents. Search and r…
|
C 63 6⁄4 | ||||||||
| 11309 |
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
|
C 63 5⁄5 | ||||||||
| 11310 |
A lightweight Model Context Protocol server that provides current UTC time in v…
|
C 63 5⁄4 | ||||||||
| 11311 |
Integrates the Planning Center Online API with an MCP server to enable natural …
|
C 63 5⁄5 | ||||||||
| 11312 |
Enables web browser automation through Playwright, providing tools for navigati…
|
C 63 5⁄5 | ||||||||
| 11313 |
Enables querying the latest commit information for any file in the Chromium rep…
|
C 63 5⁄5 | ||||||||
| 11314 |
Provides real-time and historical foreign exchange rates for 31+ currencies, en…
|
C 63 5⁄5 | ||||||||
| 11315 |
Enables validation and retrieval of metadata from Markdown files in the Subordi…
|
C 63 5⁄4 | ||||||||
| 11316 |
An MCP server that enables Claude to perform OCR on local files using Mistral A…
|
C 63 5⁄4 | ||||||||
| 11317 |
Enables secure Docker command execution from isolated environments like contain…
|
C 63 5⁄4 | ||||||||
| 11318 |
Remote MCP Server
Claim
Enables deployment of MCP servers on Cloudflare Workers without authentication,…
|
C 63 5⁄5 | ||||||||
| 11319 |
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
|
C 63 5⁄5 | ||||||||
| 11320 |
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
|
C 63 6⁄6 | ||||||||
| 11321 |
EdgeOne Geo MCP Server
Claim
Enables large language models to access user geolocation information through Ed…
|
C 63 5⁄5 | ||||||||
| 11322 |
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
|
C 63 6⁄4 | ||||||||
| 11323 |
Provides comprehensive utility tools including file operations, weather informa…
|
C 63 5⁄4 | ||||||||
| 11324 |
Serving as a structured knowledge base of crypto whitepapers.
|
C 63 5⁄5 | ||||||||
| 11325 |
A tool for deploying authentication-free Model Context Protocol servers on Clou…
|
C 63 5⁄5 | ||||||||
| 11326 |
Zabbix MCP Server
Claim
Enables users to monitor and query Zabbix infrastructure through natural langua…
|
C 63 5⁄5 | ||||||||
| 11327 |
A Model Context Protocol server that provides comprehensive weather data queryi…
|
C 63 5⁄5 | ||||||||
| 11328 |
Event Planner
Claim
Provide event recommendations based on city and date using the Ticketmaster API…
|
C 63 5⁄4 | ||||||||
| 11329 |
An intelligent MCP server for the automated design and sizing of aerobic biolog…
|
C 63 5⁄5 | ||||||||
| 11330 |
A tool that helps users easily register Anthropic's Model Context Protocol in C…
|
C 63 5⁄5 | ||||||||
| 11331 |
Enables comprehensive travel planning by providing tools for flight and accommo…
|
C 63 5⁄5 | ||||||||
| 11332 |
🔬 ArXiv论文智能解读助手 - Arxiv-MCP-Server, 支持MCP协议的学术论文一键下载、解析、翻译为中文,并生成微信公众号文章格式
|
C 63 6⁄4 | ||||||||
| 11333 |
An MCP server that allows AI assistants to programmatically manage Unleash feat…
|
C 63 5⁄5 | ||||||||
| 11334 |
WarpGBM MCP Service
Claim
Provides GPU-accelerated gradient boosting model training and inference through…
|
C 63 6⁄6 | ||||||||
| 11335 |
mcp-use
Claim
|
C 63 6⁄6 | ||||||||
| 11336 |
Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools f…
|
C 63 6⁄6 | ||||||||
| 11337 |
MCP server for Google search results via SERP API
|
C 63 5⁄5 | ||||||||
| 11338 |
solmail
Claim
Send physical mail with Solana cryptocurrency - AI agents can send real letters…
|
C 63 6⁄4 | ||||||||
| 11339 |
Access real-time public transport across Europe with live departures, connectio…
|
C 63 6⁄6 | ||||||||
| 11340 |
This MCP server provides tools to calculate and compare insurance premiums acro…
|
C 63 5⁄5 | ||||||||
| 11341 |
Enables text-to-speech playback with multiple Japanese character voices using V…
|
C 63 5⁄4 | ||||||||
| 11342 |
Enables AI assistants to perform statistical analysis on MySQL databases, gener…
|
C 63 5⁄5 | ||||||||
| 11343 |
A serverless implementation of the Model Context Protocol that provides AWS Cos…
|
C 63 6⁄4 | ||||||||
| 11344 |
A Model Context Protocol server that allows LLMs to execute shell commands with…
|
C 63 5⁄5 | ||||||||
| 11345 |
Toolrank
Claim
# ToolRank MCP Server
Score and optimize MCP tool definitions for AI agent dis…
|
C 63 5⁄5 | ||||||||
| 11346 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 63 5⁄4 | ||||||||
| 11347 |
Jokes MCP Server
Claim
A humor-focused MCP server that delivers jokes through Microsoft Copilot Studio…
|
C 63 5⁄5 | ||||||||
| 11348 |
An AI-powered server that analyzes system log files to identify errors/warnings…
|
C 63 5⁄5 | ||||||||
| 11349 |
An MCP server that enables searching for messages and listing channels within a…
|
C 63 5⁄5 | ||||||||
| 11350 |
A MCP client for browser-use
|
C 63 5⁄4 | ||||||||