MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10551 |
Google Trends MCP Server
Claim
Enables retrieval and analysis of Google Trends data for any search term over t…
|
C 65 5⁄5 | ||||||||
| 10552 |
A starter template for building MCP (Model Context Protocol) servers with TypeS…
|
C 65 5⁄5 | ||||||||
| 10553 |
Enables management and provisioning of AWS resources like EC2, S3, and RDS usin…
|
C 65 5⁄5 | ||||||||
| 10554 |
EduChain MCP Server
Claim
Enables the generation of educational content such as multiple choice questions…
|
C 65 5⁄4 | ||||||||
| 10555 |
Enables access to the Semantic Scholar Academic Graph API for searching and ret…
|
C 65 5⁄5 | ||||||||
| 10556 |
A starter template designed to jumpstart the development of Model Context Proto…
|
C 65 5⁄4 | ||||||||
| 10557 |
Enables AI applications to read and process PDF files with intelligent file sea…
|
C 65 5⁄4 | ||||||||
| 10558 |
Enables AI assistants to interact with Dynamics 365 Commerce systems through 12…
|
C 65 5⁄5 | ||||||||
| 10559 |
MCP Server for Adobe After Effects. Enables remote control (compositions, text,…
|
C 65 5⁄5 | ||||||||
| 10560 |
An Model Context Protocol server that enables LLMs to autonomously reverse engi…
|
C 65 5⁄4 | ||||||||
| 10561 |
Enables intelligent academic paper discovery through ArXiv search and AI-powere…
|
C 65 5⁄5 | ||||||||
| 10562 |
An MCP server for headless Qt/PySide6 GUI testing that enables AI assistants to…
|
C 65 5⁄4 | ||||||||
| 10563 |
Provides Chess.com player data integration, enabling AI assistants to fetch rea…
|
C 65 5⁄5 | ||||||||
| 10564 |
Enables searching and analyzing Korean patents through the KIPRIS API using nat…
|
C 65 5⁄5 | ||||||||
| 10565 |
A super simple Starter to build your own MCP Server
|
C 65 5⁄5 | ||||||||
| 10566 |
Enables interaction with XRP Ledger blockchain for managing wallets, creating a…
|
C 65 5⁄5 | ||||||||
| 10567 |
description: "An MCP server that enables LLMs to 'see' what's happening in br…
|
C 65 5⁄5 | ||||||||
| 10568 |
Provide comprehensive flight and accommodation search capabilities using the Du…
|
C 65 5⁄5 | ||||||||
| 10569 |
tradingview-mcp
Claim
Real-time crypto & stock screening, advanced technical indicators, Bollinger Ba…
|
C 65 5⁄4 | ||||||||
| 10570 |
Allows execution of MATLAB code from Python using the MATLAB Engine API, enabli…
|
C 65 5⁄4 | ||||||||
| 10571 |
Transcriptor MCP is your choice when you need transcripts and metadata for AI, …
|
C 65 6⁄6 | ||||||||
| 10572 |
NetBrain MCP
Claim
An open-source network operations integration platform that connects large lang…
|
C 65 5⁄5 | ||||||||
| 10573 |
Enables AI assistants to automatically log and manage conversation history with…
|
C 65 5⁄5 | ||||||||
| 10574 |
An MCP server for Mathematical expression calculation
|
C 65 5⁄4 | ||||||||
| 10575 |
Tigris is a globally distributed S3-compatible object storage service that prov…
|
C 65 6⁄6 | ||||||||
| 10576 |
Search via search1api (requires paid API key)
|
C 65 6⁄6 | ||||||||
| 10577 |
A simple MCP service that provides current weather and 5-day forecast using the…
|
C 65 5⁄5 | ||||||||
| 10578 |
Driflyte MCP server which lets AI assistants query topic-specific knowledge fro…
|
C 65 6⁄6 | ||||||||
| 10579 |
Search 10,000+ AI agents, MCP servers, and CLI tools via A2ASearch from any MCP…
|
C 65 5⁄5 | ||||||||
| 10580 |
Provides standardized access to HubSpot CRM API for managing contacts, companie…
|
C 65 5⁄5 | ||||||||
| 10581 |
An MCP service that automatically generates and manages rule files for Trae AI …
|
C 65 5⁄4 | ||||||||
| 10582 |
A secure vector-based memory server that provides persistent semantic memory fo…
|
C 65 5⁄4 | ||||||||
| 10583 |
An mcp server that provides read-only access to MariaDB.
|
C 65 5⁄4 | ||||||||
| 10584 |
Wisembly MCP Server
Claim
Enables interaction with the Wisembly API to fetch and manage event data, inclu…
|
C 65 5⁄5 | ||||||||
| 10585 |
An MCP server for basic local taskwarrior usage (add, update, remove tasks)
|
C 65 5⁄4 | ||||||||
| 10586 |
Provides cross-platform device information including system specs, battery stat…
|
C 65 5⁄4 | ||||||||
| 10587 |
Needle MCP Server for easy RAG.Long-term memory for LLMs.
|
C 65 6⁄6 | ||||||||
| 10588 |
A Model Context Protocol server that provides access to Figma API functionality…
|
C 65 5⁄5 | ||||||||
| 10589 |
Real-time on-chain market prices using open and free Dexscreener API
|
C 65 5⁄5 | ||||||||
| 10590 |
Provides comprehensive security analysis tools for querying the VirusTotal API,…
|
C 65 5⁄5 | ||||||||
| 10591 |
Session memory for AI coding agents. Search past sessions, extract rules, and t…
|
C 65 5⁄4 | ||||||||
| 10592 |
Calculator MCP Server
Claim
A backend service that provides accurate arithmetic calculation capabilities to…
|
C 65 5⁄5 | ||||||||
| 10593 |
A Model Context Protocol server providing LLMs with access to the Ensembl genom…
|
C 65 5⁄5 | ||||||||
| 10594 |
Doorstop MCP
Claim
Enables interaction with the Doorstop requirements management framework, allowi…
|
C 65 5⁄4 | ||||||||
| 10595 |
Provides tools for accessing coding style guidelines and best practices for var…
|
C 65 5⁄4 | ||||||||
| 10596 |
Local repo context for coding assistants with semantic search and graph relatio…
|
C 65 5⁄4 | ||||||||
| 10597 |
A Model Context Protocol server that enables LLMs to explore and interact with …
|
C 65 5⁄5 | ||||||||
| 10598 |
Search the web in real time to get trustworthy, source-backed answers. Find the…
|
C 65 6⁄6 | ||||||||
| 10599 |
Enables LLMs to retrieve, analyze, and programmatically implement CodeRabbit AI…
|
C 65 6⁄6 | ||||||||
| 10600 |
Enables interaction with MySQL databases through the Model Context Protocol, al…
|
C 65 5⁄5 | ||||||||