MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13801 |
Intake-Triage
Claim
Classify raw text into structured triage objects with intent, urgency, category…
|
C 56 5⁄5 | ||||||||
| 13802 |
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
|
C 56 5⁄5 | ||||||||
| 13803 |
Provides a comprehensive API wrapper for GitHub operations through a FastMCP-ba…
|
C 56 6⁄6 | ||||||||
| 13804 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
C 56 5⁄5 | ||||||||
| 13805 |
Provides AI assistants with intelligent access to ML textbook content for creat…
|
C 56 5⁄5 | ||||||||
| 13806 |
Search your Flashback video library with natural language to instantly find rel…
|
C 56 6⁄6 | ||||||||
| 13807 |
Enables automated sending of institutional emails via Gmail SMTP with authentic…
|
C 56 5⁄5 | ||||||||
| 13808 |
A Model Context Protocol server built with FastMCP that provides financial data…
|
C 56 5⁄5 | ||||||||
| 13809 |
A Model Context Protocol (MCP) server that allows AI assistants like Claude to …
|
C 56 5⁄5 | ||||||||
| 13810 |
Enables searching and retrieving detailed flight information using the Duffel A…
|
C 56 6⁄6 | ||||||||
| 13811 |
Simple Tavily Search MCP Server
This is a simplified version of the Tavily se…
|
C 56 5⁄4 | ||||||||
| 13812 |
Enables AI agents to fetch real-time weather data for any location using the Op…
|
C 56 5⁄5 | ||||||||
| 13813 |
A demonstration project that implements a Model Context Protocol (MCP) server w…
|
C 56 5⁄5 | ||||||||
| 13814 |
A database operation tool for uniCloud based on MCP protocol that allows AI ass…
|
C 56 5⁄5 | ||||||||
| 13815 |
Enables retrieval of simulated device logs (activation, LAN, WLAN) and Kafka st…
|
C 56 5⁄5 | ||||||||
| 13816 |
A multi-vendor database management tool that enables LLMs to query, migrate, an…
|
C 56 6⁄6 | ||||||||
| 13817 |
Enables AI agents to search, browse, and book hotels from a database of 2 milli…
|
C 56 6⁄4 | ||||||||
| 13818 |
A server that enables document searching using Vertex AI with Gemini grounding,…
|
C 56 6⁄6 | ||||||||
| 13819 |
Exposes local persistent memory as an MCP server with Markdown storage, PARA or…
|
C 56 5⁄4 | ||||||||
| 13820 |
Index and search codebases using structured schemas for deep code analysis. Aud…
|
C 56 6⁄6 | ||||||||
| 13821 |
ArXiv Research Assistant
Claim
Enables researchers to search ArXiv papers, extract key insights (problems, met…
|
C 56 5⁄5 | ||||||||
| 13822 |
A Model Context Protocol server that helps with job applications by analyzing j…
|
C 56 5⁄5 | ||||||||
| 13823 |
A Python-based MCP server for Todoist that enables comprehensive task managemen…
|
C 56 5⁄5 | ||||||||
| 13824 |
MCP server for Proxmox VE management (VM, LXC, nodes)
|
C 56 5⁄5 | ||||||||
| 13825 |
Hugeicons MCP Server is a TypeScript based server that provides integrated tool…
|
C 56 6⁄4 | ||||||||
| 13826 |
A Model Context Protocol server that provides specialized prompt suggestions fo…
|
C 56 5⁄5 | ||||||||
| 13827 |
Enables web searches using TAVILY API with fallback to DuckDuckGo, datetime que…
|
C 56 6⁄6 | ||||||||
| 13828 |
A simple example MCP server that demonstrates basic server functionality and ca…
|
C 56 5⁄4 | ||||||||
| 13829 |
Generates professional Adobe Commerce support responses from case findings. Sup…
|
C 56 5⁄4 | ||||||||
| 13830 |
Enables integration with Abacate Pay API for managing payments, customers, and …
|
C 56 6⁄6 | ||||||||
| 13831 |
A server that provides Model Control Protocol (MCP) tools for High Performance …
|
C 56 5⁄4 | ||||||||
| 13832 |
Access oceanographic and environmental data from 63+ ERDDAP servers worldwide t…
|
C 56 6⁄6 | ||||||||
| 13833 |
Pipedream MCP Server
Claim
Enables interaction with over 2,800 APIs and applications through Pipedream's C…
|
C 56 6⁄6 | ||||||||
| 13834 |
An integration tool that allows interaction with Jenkins CI/CD servers through …
|
C 56 5⁄5 | ||||||||
| 13835 |
Enables interaction with MySQL databases through tools for listing tables, quer…
|
C 56 5⁄5 | ||||||||
| 13836 |
A modular command processor server that enables interaction with GitHub's REST …
|
C 56 5⁄5 | ||||||||
| 13837 |
A Model Context Protocol server that enables LLMs to retrieve NBA data includin…
|
C 56 5⁄4 | ||||||||
| 13838 |
A Model Context Protocol server that provides network probing capabilities thro…
|
C 56 5⁄5 | ||||||||
| 13839 |
Enables web searching through DuckDuckGo and fetching content from webpages. Pr…
|
C 56 5⁄5 | ||||||||
| 13840 |
A simple MCP server that provides a calculator tool, dynamic greeting resources…
|
C 56 5⁄4 | ||||||||
| 13841 |
An MCP server for the Microsoft Qlib quantitative research platform that enable…
|
C 56 5⁄4 | ||||||||
| 13842 |
A Model Context Protocol server that enables Large Language Models (like Claude…
|
C 56 5⁄5 | ||||||||
| 13843 |
A Model Context Protocol server implementation designed to run on Cloudflare Wo…
|
C 56 5⁄5 | ||||||||
| 13844 |
A Model Context Protocol server that enables searching for camping facilities a…
|
C 56 5⁄4 | ||||||||
| 13845 |
MCP Server for Tibber, a Norwegian power supplier.
The Tibber MCP server provi…
|
C 56 5⁄4 | ||||||||
| 13846 |
Enables creating Google Calendar meeting invites with automated authentication …
|
C 56 5⁄5 | ||||||||
| 13847 |
Provides an MCP server for scraping and retrieving data from GitHub Projects, i…
|
C 56 5⁄5 | ||||||||
| 13848 |
A Model Context Protocol server built with FastMCP that features dynamic tool l…
|
C 56 5⁄5 | ||||||||
| 13849 |
Enables remote Python code execution via the Model Context Protocol for secure,…
|
C 56 5⁄5 | ||||||||
| 13850 |
Enables MCP clients to access Google Earth Engine's satellite imagery and geosp…
|
C 56 6⁄4 | ||||||||