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 | ||||||||||
| 13451 |
Provides access to Ant Design component library documentation and information f…
|
C 58 6⁄6 | ||||||||
| 13452 |
An educational example demonstrating how to build MCP servers in Python using F…
|
C 58 5⁄4 | ||||||||
| 13453 |
Enables AI assistants to search academic literature and retrieve detailed metad…
|
C 58 5⁄5 | ||||||||
| 13454 |
A Model Context Protocol server that enables language models to interact with S…
|
C 58 5⁄5 | ||||||||
| 13455 |
MCP server for Apple Store Connect API integration with OAuth authentication su…
|
C 58 6⁄4 | ||||||||
| 13456 |
A MCP server that provides real-time weather information for any city through a…
|
C 58 5⁄5 | ||||||||
| 13457 |
SENTRA MCP
Claim
A minimal FastAPI-based MCP server that provides basic utility tools like ping …
|
C 58 5⁄5 | ||||||||
| 13458 |
Enables seamless integration with Weaviate vector databases, providing tools fo…
|
C 58 6⁄6 | ||||||||
| 13459 |
An MCP server for MAX Messenger (Russia's national messenger by VK) that enable…
|
C 58 5⁄4 | ||||||||
| 13460 |
mermaid-mcp
Claim
AI-powered Mermaid diagram generation with 22+ diagram types including flowchar…
|
C 58 6⁄6 | ||||||||
| 13461 |
Medicus CRM MCP Server
Claim
Enables management of companies, contacts, and related CRM data through the Med…
|
C 58 6⁄6 | ||||||||
| 13462 |
An MCP server designed for managing One-By-One (OBO) review sessions through sp…
|
C 58 5⁄4 | ||||||||
| 13463 |
Canon Camera MCP
Claim
A minimal server for controlling Canon cameras remotely via the Canon Camera Co…
|
C 58 5⁄4 | ||||||||
| 13464 |
Provides access to Jina AI's Search Foundation APIs for embeddings, web search,…
|
C 58 6⁄6 | ||||||||
| 13465 |
Enables hands-free voice conversations with Claude using real-time speech recog…
|
C 58 5⁄4 | ||||||||
| 13466 |
A Model Context Protocol Server for Pica
|
C 58 6⁄6 | ||||||||
| 13467 |
Provides real-time TBC Bank development standards compliance checking and code …
|
C 58 5⁄5 | ||||||||
| 13468 |
A customizable, production-ready template for building Model Context Protocol s…
|
C 58 5⁄5 | ||||||||
| 13469 |
MCP server that fetches LinkedIn profile information using the Fresh LinkedIn P…
|
C 58 5⁄5 | ||||||||
| 13470 |
GachaMCP
Claim
A Python MCP server that helps AI interact with Gacha games through screenshot …
|
C 58 5⁄4 | ||||||||
| 13471 |
manim-mcp-server
Claim
A local MCP server that generates animations using Manim.
|
C 58 5⁄4 | ||||||||
| 13472 |
Agent-complete localization: extract strings, push keys, AI-translate, pull typ…
|
C 58 5⁄5 | ||||||||
| 13473 |
An MCP server that enables AI assistants to access up-to-date documentation for…
|
C 58 5⁄5 | ||||||||
| 13474 |
Enables AI-powered analysis of mobile app bug videos through screen recordings.…
|
C 58 6⁄6 | ||||||||
| 13475 |
A simple greeting server that responds to messages, particularly answering 'how…
|
C 58 5⁄5 | ||||||||
| 13476 |
d2-mcp
Claim
Enables AI assistants to compile, validate, and explore D2 diagrams using the o…
|
C 57 6⁄6 | ||||||||
| 13477 |
An MCP server that tracks and analyzes DEX liquidity pools to power intelligent…
|
C 57 5⁄5 | ||||||||
| 13478 |
An educational MCP server example built with FastMCP that demonstrates how to e…
|
C 57 5⁄4 | ||||||||
| 13479 |
DAM Butler MCP
Claim
Enables intent-based digital asset discovery for Breville's Vault DAM system us…
|
C 57 6⁄6 | ||||||||
| 13480 |
An MCP server for quantum chemistry that enables LLMs to perform electronic str…
|
C 57 5⁄4 | ||||||||
| 13481 |
Enables LLM agents to programmatically inspect, debug, and test other MCP serve…
|
C 57 6⁄6 | ||||||||
| 13482 |
Provides AI agents with tools to interact with the Agora prediction market, all…
|
C 57 6⁄6 | ||||||||
| 13483 |
Enables interaction with the RunPod REST API to manage GPU pods, serverless end…
|
C 57 6⁄6 | ||||||||
| 13484 |
Amadeus Agent
Claim
A proof-of-concept MCP server that allows LLM agents to query live flight booki…
|
C 57 5⁄4 | ||||||||
| 13485 |
A Context Engineering Framework that provides 9 battle-tested development workf…
|
C 57 6⁄4 | ||||||||
| 13486 |
A MyBatis configuration validation tool that checks for consistency between Jav…
|
C 57 5⁄4 | ||||||||
| 13487 |
A comprehensive Model Context Protocol server that enables interaction with the…
|
C 57 5⁄5 | ||||||||
| 13488 |
MCP server for summarizing users's Reddit homepage or any subreddit based on po…
|
C 57 5⁄5 | ||||||||
| 13489 |
A CLI command execution server that enables running shell commands with structu…
|
C 57 6⁄4 | ||||||||
| 13490 |
An MCP server that provides OCR capabilities using the EasyOCR library, support…
|
C 57 5⁄5 | ||||||||
| 13491 |
pmcp
Claim
🚀 A Prometheus Model Context Protocol Server.
|
C 57 5⁄5 | ||||||||
| 13492 |
Model Context Protocol server that allows AI assistants to interact with Jira, …
|
C 57 5⁄5 | ||||||||
| 13493 |
A Model Context Protocol server that allows execution of Python code within Day…
|
C 57 6⁄6 | ||||||||
| 13494 |
A comprehensive collection of 103 tools providing capabilities for text process…
|
C 57 6⁄6 | ||||||||
| 13495 |
Free Polish VAT invoice generation MCP server with PDF output and preview. No A…
|
C 57 5⁄5 | ||||||||
| 13496 |
Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or …
|
C 57 6⁄6 | ||||||||
| 13497 |
Enables users to search and interact with Binal's professional knowledge base t…
|
C 57 6⁄6 | ||||||||
| 13498 |
Binance MCP Server
Claim
Enables automated cryptocurrency trading on Binance and provides integration fo…
|
C 57 5⁄5 | ||||||||
| 13499 |
Enables AI assistants to interact with Redmine instances to manage issues, proj…
|
C 57 5⁄5 | ||||||||
| 13500 |
A FastMCP-based service that provides stock data including historical prices, f…
|
C 57 5⁄5 | ||||||||