MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 1 hour, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12851 |
MCP server for YouTubeTranscript.dev — extract transcripts, manage history, and…
|
C 60 5⁄5 | ||||||||
| 12852 |
40+ pay-per-use tools for AI agents: search, TTS, QR, PDF, scraping, image gen.…
|
C 60 6⁄6 | ||||||||
| 12853 |
Provides real-time weather data and current conditions for major Chinese cities…
|
C 60 5⁄5 | ||||||||
| 12854 |
AI match predictions for Premier League & Champions League - scores, goals, cor…
|
C 60 6⁄4 | ||||||||
| 12855 |
A Model Context Protocol server that enables Microsoft Copilot Studio to fetch …
|
C 60 5⁄4 | ||||||||
| 12856 |
Enables AI agents to generate UNHCR-styled data visualizations including bar, l…
|
C 60 5⁄5 | ||||||||
| 12857 |
A Python-based template for creating modular command center servers using the M…
|
C 60 5⁄5 | ||||||||
| 12858 |
An MCP protocol server that enables web search functionality using the Tavily A…
|
C 60 5⁄5 | ||||||||
| 12859 |
gong-mcp
Claim
gong-mcp
|
C 60 5⁄5 | ||||||||
| 12860 |
A comprehensive integration for Google Analytics 4 providing 54 tools for advan…
|
C 60 5⁄5 | ||||||||
| 12861 |
Discover high-impact keyword ideas across Central and Eastern European and Engl…
|
C 60 6⁄6 | ||||||||
| 12862 |
A server based on the MCP protocol that uses the Brave API for web search funct…
|
C 60 5⁄5 | ||||||||
| 12863 |
A remote Model Context Protocol server that runs on Cloudflare Workers without …
|
C 60 5⁄5 | ||||||||
| 12864 |
An MCP server that tracks the historical changes of Twitter usernames.
|
C 60 5⁄5 | ||||||||
| 12865 |
RAG-MCP Server
Claim
A server that integrates Retrieval-Augmented Generation (RAG) with the Model Co…
|
C 60 5⁄4 | ||||||||
| 12866 |
Enables management of Netskope Network Private Access (NPA) infrastructure thro…
|
C 60 5⁄5 | ||||||||
| 12867 |
reddit-research-mcp
Claim
AI-powered Reddit intelligence for market research and competitive analysis. Di…
|
C 60 6⁄6 | ||||||||
| 12868 |
An MCP server that provides comprehensive PDF processing capabilities including…
|
C 60 5⁄4 | ||||||||
| 12869 |
This is a Model Context Protocol (MCP) server that provides weather information…
|
C 60 5⁄5 | ||||||||
| 12870 |
An MCP server that manages chunking and reading of large responses, allowing to…
|
C 60 5⁄4 | ||||||||
| 12871 |
Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to An…
|
C 60 6⁄6 | ||||||||
| 12872 |
Enables fetching real-time stock prices from Yahoo Finance through Claude AI's …
|
C 60 5⁄5 | ||||||||
| 12873 |
Provide a demo implementation of an MCP server showcasing basic MCP features. E…
|
C 60 5⁄4 | ||||||||
| 12874 |
An MCP server that retrieves statistics from top protocols in the Mantle Networ…
|
C 60 5⁄5 | ||||||||
| 12875 |
Enables text-to-image generation using Zhipu AI's CogView4 model with support f…
|
C 60 5⁄5 | ||||||||
| 12876 |
Enables real-time weather queries for 12 major Chinese cities and global locati…
|
C 60 5⁄5 | ||||||||
| 12877 |
LigueLead MCP Server
Claim
Integrates the LigueLead API to enable sending SMS, Flash SMS, and voice campai…
|
C 60 5⁄5 | ||||||||
| 12878 |
Text-to-SQL MCP Server
Claim
A secure database query service built on FastMCP framework that allows users to…
|
C 60 5⁄5 | ||||||||
| 12879 |
MCP server for Spot.io (Spotinst) API with 23 tools for managing Ocean clusters…
|
C 60 5⁄5 | ||||||||
| 12880 |
SketchupMCP
Claim
Integration that connects Sketchup to Claude AI through the Model Context Proto…
|
C 60 5⁄5 | ||||||||
| 12881 |
IMS MCP Server
Claim
Exposes the Integrated Memory System (IMS) capabilities, including session mana…
|
C 60 5⁄5 | ||||||||
| 12882 |
Enables LLMs to interact with vehicle CAN bus and OBD-II data through a simulat…
|
C 60 5⁄5 | ||||||||
| 12883 |
|
C 60 6⁄6 | ||||||||
| 12884 |
A Model Context Protocol server for interacting with Korea Investment & Securit…
|
C 60 5⁄5 | ||||||||
| 12885 |
Provides AI assistants with read access to ServiceNow instances to aid in build…
|
C 60 5⁄5 | ||||||||
| 12886 |
A postgresql mcp that you can run DQL SQL via it
|
C 60 5⁄4 | ||||||||
| 12887 |
Provides AI agents with real-time cryptocurrency news and media updates sourced…
|
C 60 5⁄5 | ||||||||
| 12888 |
Whimsical MCP Server
Claim
Enables programmatic creation of Whimsical diagrams from Mermaid markup generat…
|
C 60 5⁄5 | ||||||||
| 12889 |
AI-driven browser automation server that implements the Model Context Protocol …
|
C 60 5⁄5 | ||||||||
| 12890 |
Provides intelligent access to the USDA nutrition database through AI assistant…
|
C 60 5⁄5 | ||||||||
| 12891 |
Enables comprehensive biomedical literature research through PubMed database ac…
|
C 60 6⁄6 | ||||||||
| 12892 |
Provides real-time access to AWS security best practices, incident response pla…
|
C 60 5⁄5 | ||||||||
| 12893 |
ChatBI MCP Server
Claim
Enables AI-powered business intelligence and data analysis using pandas and LLM…
|
C 60 5⁄5 | ||||||||
| 12894 |
Provides real-time US weather alerts and forecasts by integrating with the Nati…
|
C 60 5⁄5 | ||||||||
| 12895 |
Non-official Model Context Protocol server that enables interaction with AMap's…
|
C 60 5⁄5 | ||||||||
| 12896 |
Multi-Server MCP Project
Claim
A multi-server implementation that uses OpenAI's LLM to orchestrate multiple to…
|
C 60 5⁄5 | ||||||||
| 12897 |
IBHack MCP Server
Claim
Enables intelligent discovery and recommendation of Python tools using Google G…
|
C 60 5⁄5 | ||||||||
| 12898 |
🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP…
|
C 60 5⁄5 | ||||||||
| 12899 |
A Model Context Protocol server that enables fetching and processing images fro…
|
C 60 5⁄5 | ||||||||
| 12900 |
Waferlock Robot MCP
Claim
Enables interaction with Waferlock Robot services through a public REST API bri…
|
C 60 6⁄6 | ||||||||