MCP Server Quality Scores
Independent quality analysis of 33692 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11801 |
An MCP server that enables AI assistants to send native macOS notifications wit…
|
C 62 5⁄5 | ||||||||
| 11802 |
An MCP server that analyzes codebases and generates contextual prompts, making …
|
C 62 5⁄4 | ||||||||
| 11803 |
MCP server for Cyberbro IOC extraction, enrichment and reputation analysis.
|
C 62 5⁄5 | ||||||||
| 11804 |
A SQLite-backed message queue system that enables multiple AI agents to communi…
|
C 62 5⁄5 | ||||||||
| 11805 |
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
|
C 62 5⁄5 | ||||||||
| 11806 |
Bridges AI language models with Penpot design platform, enabling AI assistants …
|
C 62 5⁄5 | ||||||||
| 11807 |
Extended MCP server for Jira and Confluence with custom fields and agile tools.
|
C 62 6⁄4 | ||||||||
| 11808 |
A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…
|
C 62 5⁄5 | ||||||||
| 11809 |
MCP Server
Claim
A minimal Python-based server that provides real-time weather data and a safe m…
|
C 62 5⁄5 | ||||||||
| 11810 |
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
|
C 62 5⁄5 | ||||||||
| 11811 |
An educational implementation of a Model Context Protocol server that demonstra…
|
C 62 5⁄4 | ||||||||
| 11812 |
Enables detection and analysis of pre-public product launches through web searc…
|
C 62 6⁄6 | ||||||||
| 11813 |
Converts Markdown files into professional diagrams such as flowcharts, mind map…
|
C 62 5⁄4 | ||||||||
| 11814 |
Sheeter MCP Server
Claim
Enables Claude Desktop to interact with Google Sheets through the Sheeter API, …
|
C 62 6⁄6 | ||||||||
| 11815 |
Enables intelligent monitoring and management of Zoom rooms across multiple sit…
|
C 62 5⁄5 | ||||||||
| 11816 |
An MCP server that provides multiple file conversion tools for AI agents, suppo…
|
C 62 5⁄5 | ||||||||
| 11817 |
Enables AI assistants to analyze Amazon EKS node logs collected by the EKS Log …
|
C 62 5⁄4 | ||||||||
| 11818 |
Enables parallel tagging and classification of CSV data using multiple LLM prov…
|
C 62 5⁄5 | ||||||||
| 11819 |
Enables users to retrieve Pokémon statistics, sprite images, and complete infor…
|
C 62 5⁄5 | ||||||||
| 11820 |
A Model Context Protocol server that integrates with Azure DevOps, enabling use…
|
C 62 5⁄4 | ||||||||
| 11821 |
Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle …
|
C 62 5⁄4 | ||||||||
| 11822 |
Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…
|
C 62 5⁄4 | ||||||||
| 11823 |
A Model Context Protocol server that allows Large Language Models like Claude t…
|
C 62 5⁄5 | ||||||||
| 11824 |
Provides AI assistants with structured access to an organization's engineering …
|
C 62 5⁄4 | ||||||||
| 11825 |
Enables multiple Claude Code instances to collaborate in real-time through chan…
|
C 62 5⁄5 | ||||||||
| 11826 |
MCP server for PayFast — AI assistants interact with South Africa's payment gat…
|
C 62 6⁄4 | ||||||||
| 11827 |
A Cloudflare Workers-based MCP server that provides PostgreSQL database access …
|
C 62 5⁄5 | ||||||||
| 11828 |
OKX MCP Server
Claim
Provides real-time cryptocurrency price data from OKX exchange through a Model …
|
C 62 5⁄5 | ||||||||
| 11829 |
An MCP server that enables AI assistants to manage GitHub Actions workflows by …
|
C 62 5⁄5 | ||||||||
| 11830 |
An ADT-based calendar management system that enables users to create, update, a…
|
C 62 5⁄4 | ||||||||
| 11831 |
Fetches package documentation from multiple language ecosystems (JavaScript, Py…
|
C 62 5⁄5 | ||||||||
| 11832 |
A lightweight server that provides real-time system information including CPU, …
|
C 62 5⁄4 | ||||||||
| 11833 |
A serverless MCP implementation on Cloudflare Workers that allows deploying cus…
|
C 62 5⁄5 | ||||||||
| 11834 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 62 5⁄5 | ||||||||
| 11835 |
Cupcake MCP Server
Claim
Enables searching and retrieving cupcake order records through natural language…
|
C 62 5⁄5 | ||||||||
| 11836 |
An MCP server that enables single-cell RNA sequencing analysis through natural …
|
C 62 5⁄5 | ||||||||
| 11837 |
MCP Stock Assistant
Claim
Provides real-time stock information for Chinese A-shares and US stocks using t…
|
C 62 5⁄5 | ||||||||
| 11838 |
An MCP server that powers AI agents with indexed blockchain data from The Graph.
|
C 62 5⁄5 | ||||||||
| 11839 |
PHANTOM VOICES MCP Server — Search, browse, and get platform-ready voice config…
|
C 62 6⁄4 | ||||||||
| 11840 |
Django Firebase MCP
Claim
A Django app that implements Firebase Model Context Protocol server, enabling A…
|
C 62 5⁄5 | ||||||||
| 11841 |
Provides real-time weather alerts for US states using the National Weather Serv…
|
C 62 5⁄5 | ||||||||
| 11842 |
Enables AI assistants to perform comprehensive domain management tasks through …
|
C 62 6⁄6 | ||||||||
| 11843 |
Manage Tally.so forms through AI conversation. Create, update, and organize for…
|
C 62 6⁄6 | ||||||||
| 11844 |
Analyze images and videos with Gemini to get fast, reliable visual insights. Ha…
|
C 62 6⁄6 | ||||||||
| 11845 |
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
|
C 62 5⁄5 | ||||||||
| 11846 |
Enables users to manage projects and retrieve random wallpapers through a TypeS…
|
C 62 5⁄5 | ||||||||
| 11847 |
Enables analysis of prospective tenant inquiries and market rent comparisons th…
|
C 62 5⁄4 | ||||||||
| 11848 |
A Model Context Protocol server that enables access to YouTube video content th…
|
C 62 5⁄5 | ||||||||
| 11849 |
An MCP server that allows accessing and managing ledger files through Claude by…
|
C 62 5⁄4 | ||||||||
| 11850 |
An MCP server for the Pyke logic programming engine that enables LLMs to perfor…
|
C 62 5⁄5 | ||||||||