MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13401 |
A Model Context Protocol server that allows AI assistants to create and manage …
|
C 58 5⁄4 | ||||||||
| 13402 |
A server that enables compilation of LaTeX documents to PDF and management of r…
|
C 58 5⁄5 | ||||||||
| 13403 |
An MCP server that tracks real-time data for major crypto-related stocks.
|
C 58 5⁄5 | ||||||||
| 13404 |
A Model Context Protocol server that connects Claude desktop and other compatib…
|
C 58 6⁄4 | ||||||||
| 13405 |
Enables interaction with Bilibili (B站) platform through API and web scraping. S…
|
C 58 5⁄5 | ||||||||
| 13406 |
Enables AI agents to perform semantic search over codebases by converting natur…
|
C 58 5⁄5 | ||||||||
| 13407 |
Enables interaction with MongoDB databases through complete CRUD operations inc…
|
C 58 5⁄5 | ||||||||
| 13408 |
Enables Claude to interact with Google Calendar through natural conversation, a…
|
C 58 5⁄5 | ||||||||
| 13409 |
An MCP server that provides weather information.
|
C 58 5⁄4 | ||||||||
| 13410 |
This server provides an interface for performing basic file system operations s…
|
C 58 5⁄4 | ||||||||
| 13411 |
A basic demonstration MCP server that provides a simple greeting tool, showcasi…
|
C 58 5⁄4 | ||||||||
| 13412 |
An MCP server that enables AI assistants to interact with Obsidian vaults by pr…
|
C 58 5⁄4 | ||||||||
| 13413 |
A Model Context Protocol server that enables interaction with WhatsApp through …
|
C 58 5⁄5 | ||||||||
| 13414 |
Enables AI models to generate interactive, clickable code walkthrough diagrams …
|
C 58 6⁄6 | ||||||||
| 13415 |
Provides tools for extracting text, performing OCR on scanned documents, and re…
|
C 58 5⁄4 | ||||||||
| 13416 |
MCP server that fetches LinkedIn profile information using the Fresh LinkedIn P…
|
C 58 5⁄5 | ||||||||
| 13417 |
Enables AI assistants to interact with MySQL databases through natural language…
|
C 58 5⁄5 | ||||||||
| 13418 |
KeyProbe
Claim
Audit certificates and keystores to surface expiry risks, weak algorithms, and …
|
C 58 5⁄4 | ||||||||
| 13419 |
mermaid-mcp
Claim
AI-powered Mermaid diagram generation with 22+ diagram types including flowchar…
|
C 58 6⁄6 | ||||||||
| 13420 |
MCP MCPO Demo Server
Claim
A demonstration MCP server that provides basic utility tools including hello wo…
|
C 58 5⁄5 | ||||||||
| 13421 |
A Claude MCP integration that allows seamless interaction with Apple Notes thro…
|
C 58 5⁄5 | ||||||||
| 13422 |
An MCP server that enables AI assistants to access up-to-date documentation for…
|
C 58 5⁄5 | ||||||||
| 13423 |
Turn any API into an MCP server. Query in English. Get results—even when the AP…
|
C 58 6⁄4 | ||||||||
| 13424 |
Deep Graph MCP Server
Claim
Enables seamless interaction with public or private code graphs from DeepGraph …
|
C 58 6⁄6 | ||||||||
| 13425 |
Stock Data MCP Server
Claim
Provides real-time stock market data through Yahoo Finance without requiring an…
|
C 58 6⁄6 | ||||||||
| 13426 |
A Model Context Protocol server that allows AI assistants like Claude to direct…
|
C 58 5⁄4 | ||||||||
| 13427 |
Provides comprehensive access to the Ethereum Follow Protocol (EFP) API, enabli…
|
C 58 6⁄6 | ||||||||
| 13428 |
Enables direct execution of PostgreSQL queries through the Model Context Protoc…
|
C 58 5⁄5 | ||||||||
| 13429 |
Enables AI assistants to manage employee data through a REST API with full CRUD…
|
C 58 5⁄4 | ||||||||
| 13430 |
An MCP server that enables interaction with Kubernetes/Minikube clusters throug…
|
C 58 5⁄5 | ||||||||
| 13431 |
Enables web search capabilities through the Tavily API, allowing users to perfo…
|
C 58 5⁄5 | ||||||||
| 13432 |
A tutorial-based MCP server that fetches real-time weather data from the OpenWe…
|
C 58 5⁄5 | ||||||||
| 13433 |
Provide a scaffold for building MCP servers with ease. Enable rapid development…
|
C 58 5⁄4 | ||||||||
| 13434 |
An MCP server that enables AI agents to read, create, and modify Google Spreads…
|
C 58 6⁄6 | ||||||||
| 13435 |
An MCP server that allows working with MySQL databases by providing tools for e…
|
C 58 5⁄5 | ||||||||
| 13436 |
MCP PDF Server
Claim
A PDF processing server that extracts text via normal parsing or OCR, and retri…
|
C 58 5⁄4 | ||||||||
| 13437 |
manim-mcp-server
Claim
A local MCP server that generates animations using Manim.
|
C 58 5⁄4 | ||||||||
| 13438 |
A server that integrates trained Random Forest models with Bee Framework, enabl…
|
C 58 5⁄4 | ||||||||
| 13439 |
A Python-based MCP server for managing Paytm payment links and transactions. It…
|
C 58 5⁄5 | ||||||||
| 13440 |
Integrate your applications with real-world data and tools seamlessly. Access f…
|
C 58 5⁄4 | ||||||||
| 13441 |
A simple greeting server that responds to messages, particularly answering 'how…
|
C 58 5⁄5 | ||||||||
| 13442 |
"mcp\_scholar" is a Python-based tool for searching and analyzing Google Schola…
|
C 58 5⁄4 | ||||||||
| 13443 |
A server that provides access to Baidu Cloud's content moderation capabilities …
|
C 58 5⁄5 | ||||||||
| 13444 |
A Model Context Protocol server that integrates Garmin Connect data with LLMs t…
|
C 58 5⁄5 | ||||||||
| 13445 |
Enables work item management in DevOps Plan systems, allowing users to create, …
|
C 58 6⁄6 | ||||||||
| 13446 |
GachaMCP
Claim
A Python MCP server that helps AI interact with Gacha games through screenshot …
|
C 58 5⁄4 | ||||||||
| 13447 |
Converts addresses to GPS coordinates and creates map visualizations using the …
|
C 58 5⁄5 | ||||||||
| 13448 |
An MCP server providing tools for Sui blockchain interaction, including wallet …
|
C 58 5⁄5 | ||||||||
| 13449 |
Experimental MCP server for Postmark, built by Postmark Labs. Designed for tink…
|
C 58 6⁄6 | ||||||||
| 13450 |
Cursor Sound MCP
Claim
Provides audio feedback by playing sound effects when Cursor AI completes code …
|
C 58 5⁄4 | ||||||||