MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 4 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13851 |
Pokémon MCP Server
Claim
Enables AI models to access comprehensive Pokémon data from PokéAPI and simulat…
|
C 56 5⁄5 | ||||||||
| 13852 |
PDF download, view & manipulation utilities.
|
C 56 5⁄4 | ||||||||
| 13853 |
MCP Web Scraper Server
Claim
An advanced web search and scraping server that enables AI models to perform ta…
|
C 56 6⁄6 | ||||||||
| 13854 |
Enables AI agents to fetch real-time weather data for any location using the Op…
|
C 56 5⁄5 | ||||||||
| 13855 |
Enables automated sending of institutional emails via Gmail SMTP with authentic…
|
C 56 5⁄5 | ||||||||
| 13856 |
An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective pe…
|
C 56 5⁄5 | ||||||||
| 13857 |
Connect to any MCP servers using agents
|
C 56 6⁄4 | ||||||||
| 13858 |
A Model Context Protocol server that provides time tracking integration with Ti…
|
C 56 6⁄6 | ||||||||
| 13859 |
Agent-first prediction markets on Base. Trade, quote, create markets via MCP.
|
C 56 5⁄5 | ||||||||
| 13860 |
An MCP server for validating Suricata rule syntax and testing rules against pca…
|
C 56 5⁄4 | ||||||||
| 13861 |
An MCP server that provides access to up-to-date Stimulus JS documentation dire…
|
C 56 5⁄5 | ||||||||
| 13862 |
MCP server for Instagit — AI-powered Git repository analysis for coding agents
|
C 56 6⁄6 | ||||||||
| 13863 |
mcp-openhexa
Claim
Enables interaction with OpenHEXA platform through Claude Desktop, allowing use…
|
C 56 6⁄4 | ||||||||
| 13864 |
Enables AI assistants to discover and search authentic Moroccan tourism experie…
|
C 56 6⁄6 | ||||||||
| 13865 |
An MCP server for reading, writing, and analyzing Excel files using Python, pan…
|
C 56 5⁄5 | ||||||||
| 13866 |
An MCP server that enables AI assistants to verify BibTeX citations and URLs ag…
|
C 56 5⁄5 | ||||||||
| 13867 |
Provides a standardized protocol for tool invocation, enabling an AI system to …
|
C 56 5⁄5 | ||||||||
| 13868 |
Memori MCP server — persistent AI memory with recall and augmentation tools
|
C 56 5⁄5 | ||||||||
| 13869 |
CAD-MCP
Claim
Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through…
|
C 56 5⁄4 | ||||||||
| 13870 |
A simple demonstration MCP server that provides a sum_numbers tool for calculat…
|
C 56 5⁄5 | ||||||||
| 13871 |
An MCP server that generates structured notes from Bilibili videos by automatic…
|
C 56 5⁄5 | ||||||||
| 13872 |
A server that allows you to control and interact with Sonos devices on your net…
|
C 56 5⁄5 | ||||||||
| 13873 |
An MCP server that provides real-time weather information including temperature…
|
C 56 5⁄5 | ||||||||
| 13874 |
Enables retrieval and cleaning of official documentation content for popular AI…
|
C 56 5⁄5 | ||||||||
| 13875 |
A Model Context Protocol (MCP) server that enables AI assistants and LLMs to ac…
|
C 56 5⁄5 | ||||||||
| 13876 |
Enables subnet mask calculations and network planning through MCP framework. Pr…
|
C 56 5⁄5 | ||||||||
| 13877 |
Enables access to Instagram data through EnsembleData API, allowing retrieval o…
|
C 56 5⁄5 | ||||||||
| 13878 |
Displays FDA-approved Lilly Direct pharmaceuticals in an interactive carousel i…
|
C 56 6⁄6 | ||||||||
| 13879 |
Enables MCP clients to access Google Earth Engine's satellite imagery and geosp…
|
C 56 6⁄4 | ||||||||
| 13880 |
A Model Context Protocol (MCP) server that allows AI assistants like Claude to …
|
C 56 5⁄5 | ||||||||
| 13881 |
Enables Claude AI to extract transcripts from YouTube videos with zero setup re…
|
C 56 6⁄6 | ||||||||
| 13882 |
MCP server that can execute terminal commands
|
C 56 5⁄5 | ||||||||
| 13883 |
Enables AI assistants to securely query and analyze KARTE event data via BigQue…
|
C 56 5⁄5 | ||||||||
| 13884 |
Search your Flashback video library with natural language to instantly find rel…
|
C 56 6⁄6 | ||||||||
| 13885 |
Provides an MCP server for scraping and retrieving data from GitHub Projects, i…
|
C 56 5⁄5 | ||||||||
| 13886 |
An MCP server that enables users to interact with LinkedIn feeds and search for…
|
C 56 5⁄5 | ||||||||
| 13887 |
Provides AI assistants with intelligent access to ML textbook content for creat…
|
C 56 5⁄5 | ||||||||
| 13888 |
Enables AI interaction with native macOS applications including Messages, Notes…
|
C 56 6⁄6 | ||||||||
| 13889 |
Enables retrieval of simulated device logs (activation, LAN, WLAN) and Kafka st…
|
C 56 5⁄5 | ||||||||
| 13890 |
Mock Store MCP Server
Claim
Enables AI agents to explore and query a mock e-commerce store's data including…
|
C 56 5⁄5 | ||||||||
| 13891 |
A Model Context Protocol server that provides network probing capabilities thro…
|
C 56 5⁄5 | ||||||||
| 13892 |
A database operation tool for uniCloud based on MCP protocol that allows AI ass…
|
C 56 5⁄5 | ||||||||
| 13893 |
ArXiv Research Assistant
Claim
Enables researchers to search ArXiv papers, extract key insights (problems, met…
|
C 56 5⁄5 | ||||||||
| 13894 |
Provides a comprehensive API wrapper for GitHub operations through a FastMCP-ba…
|
C 56 6⁄6 | ||||||||
| 13895 |
A Model Context Protocol server that provides specialized prompt suggestions fo…
|
C 56 5⁄5 | ||||||||
| 13896 |
An MCP server for the Microsoft Qlib quantitative research platform that enable…
|
C 56 5⁄4 | ||||||||
| 13897 |
A Model Context Protocol server that bridges Microsoft Teams with MCP-compatibl…
|
C 56 5⁄5 | ||||||||
| 13898 |
A Model Context Protocol server that enables searching for camping facilities a…
|
C 56 5⁄4 | ||||||||
| 13899 |
An MCP server that enables interaction with Kubernetes resources through natura…
|
C 56 5⁄4 | ||||||||
| 13900 |
Enables creating Google Calendar meeting invites with automated authentication …
|
C 56 5⁄5 | ||||||||