MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 3 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8801 |
Connects Ableton Live to AI assistants through Model Context Protocol (MCP), en…
|
C 68 5⁄4 | ||||||||
| 8802 |
An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for…
|
C 68 5⁄4 | ||||||||
| 8803 |
Enables real-time weather queries for cities worldwide using Open-Meteo API. Pr…
|
C 68 5⁄5 | ||||||||
| 8804 |
A comprehensive suite of four MCP servers providing real-time stock market data…
|
C 68 5⁄5 | ||||||||
| 8805 |
A simple Model Context Protocol server providing basic utility tools including …
|
C 68 5⁄4 | ||||||||
| 8806 |
Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create i…
|
C 68 5⁄5 | ||||||||
| 8807 |
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to…
|
C 68 5⁄5 | ||||||||
| 8808 |
Enables users to manage budgets, accounts, categories, and transactions on You …
|
C 68 5⁄5 | ||||||||
| 8809 |
An MCP server that provides easy setup and configuration for multiple AI develo…
|
C 68 5⁄4 | ||||||||
| 8810 |
Enables interaction with the Hostinger Ecommerce API to retrieve product inform…
|
C 68 5⁄5 | ||||||||
| 8811 |
h1-brain
Claim
Connects AI assistants to HackerOne to pull bug bounty history, program scopes,…
|
C 68 5⁄4 | ||||||||
| 8812 |
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
|
C 68 5⁄4 | ||||||||
| 8813 |
CastPlan MCP
Claim
Provides AI assistants with persistent memory of your project architecture, dev…
|
C 68 5⁄5 | ||||||||
| 8814 |
MCP Web Fetch Server
Claim
Enables fetching content from any URL with support for different HTTP methods, …
|
C 68 5⁄5 | ||||||||
| 8815 |
Enables interaction with the DiSH room booking platform to search availability,…
|
C 68 5⁄4 | ||||||||
| 8816 |
Provides cloud-based browser automation capabilities that allow LLMs to interac…
|
C 68 5⁄5 | ||||||||
| 8817 |
Real-time stock API with Python, MCP server example, yfinance stock analysis da…
|
C 68 5⁄4 | ||||||||
| 8818 |
SearchAPI MCP Agent
Claim
A bridge between AI assistants and search services that implements A2A protocol…
|
C 68 5⁄5 | ||||||||
| 8819 |
Provides real-time, privacy-preserving analysis of LLM interactions to detect p…
|
C 68 5⁄4 | ||||||||
| 8820 |
An intelligent MySQL MCP Server with expert data analytics capabilities and com…
|
C 68 5⁄5 | ||||||||
| 8821 |
A TypeScript-based MCP server designed for experimentation and integration with…
|
C 68 5⁄5 | ||||||||
| 8822 |
Extract structured data from websites using AI models. Simplify data extraction…
|
C 68 5⁄5 | ||||||||
| 8823 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 68 5⁄5 | ||||||||
| 8824 |
This server provides a tool to generate unified diffs between two text strings,…
|
C 68 5⁄5 | ||||||||
| 8825 |
OCI MCP Server
Claim
Enables interaction with Oracle Cloud Infrastructure services through a unified…
|
C 68 5⁄5 | ||||||||
| 8826 |
An MCP server that connects Claude with Todoist for complete task and project m…
|
C 68 5⁄5 | ||||||||
| 8827 |
Enables Large Language Models to connect to various real-world applications thr…
|
C 68 5⁄5 | ||||||||
| 8828 |
Provides tools for frontend testing including code analysis, test generation, t…
|
C 68 5⁄5 | ||||||||
| 8829 |
A simple implementation of a Model Context Protocol server that demonstrates co…
|
C 68 5⁄4 | ||||||||
| 8830 |
Enables interaction with the RCSB Protein Data Bank to search, analyze, and vis…
|
C 68 5⁄5 | ||||||||
| 8831 |
Provides integration with The Movie Database (TMDB) API for searching movies, T…
|
C 68 5⁄5 | ||||||||
| 8832 |
Enables complete StreamSets Control Hub integration through conversational AI, …
|
C 68 5⁄5 | ||||||||
| 8833 |
A minimal MCP server implementation demonstrating basic tool integration with e…
|
C 68 5⁄5 | ||||||||
| 8834 |
Enables natural language trading operations through AI assistants using Alpaca'…
|
C 68 5⁄5 | ||||||||
| 8835 |
🚀 The fast, Pythonic way to build MCP servers and clients.
|
C 68 6⁄4 | ||||||||
| 8836 |
A modular MCP server that enables interaction with multiple database types incl…
|
C 68 5⁄5 | ||||||||
| 8837 |
Enables interaction with the Algorand blockchain network including account mana…
|
C 68 5⁄5 | ||||||||
| 8838 |
Enables interaction with Google Spreadsheets through the Model Context Protocol…
|
C 68 5⁄5 | ||||||||
| 8839 |
A Model Context Protocol server that provides tools for converting SVG code to …
|
C 68 5⁄4 | ||||||||
| 8840 |
Perplexity MCP Server
Claim
Exposes Perplexity AI's search capabilities to Claude, enabling real-time web s…
|
C 68 5⁄5 | ||||||||
| 8841 |
FastMCP Tools Calculator
Claim
A demonstration MCP server that provides calculator functionality through both …
|
C 68 5⁄4 | ||||||||
| 8842 |
MCProcessMonitor
Claim
Enables AI to monitor and analyze local system processes through custom tools. …
|
C 68 5⁄5 | ||||||||
| 8843 |
An MCP server that provides access to project files and their contents, allowin…
|
C 68 5⁄4 | ||||||||
| 8844 |
A Model Context Protocol server template deployed on Azion Edge Computing Netwo…
|
C 68 5⁄5 | ||||||||
| 8845 |
FastAPI MCP Demo Server
Claim
A demonstration MCP server built with FastAPI that provides basic mathematical …
|
C 68 5⁄4 | ||||||||
| 8846 |
Provides AI assistants with access to Payman's documentation, helping developer…
|
C 68 5⁄5 | ||||||||
| 8847 |
An MCP server that enables running tests and retrieving filtered telemetry summ…
|
C 68 5⁄4 | ||||||||
| 8848 |
Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). N…
|
C 68 5⁄4 | ||||||||
| 8849 |
A Model Context Protocol (MCP) server that provides read-only TDengine database…
|
C 68 5⁄5 | ||||||||
| 8850 |
Enables comprehensive PDF operations including text/image manipulation, annotat…
|
C 68 5⁄5 | ||||||||