MCP Server Quality Scores
Independent quality analysis of 58295 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7601 |
Provides persistent memory for Claude by implementing a local knowledge graph t…
|
B 70 5⁄4 | ||||||||
| 7602 |
MCP Tools
Claim
An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Se…
|
B 70 5⁄5 | ||||||||
| 7603 |
Weather MCP Server
Claim
A JavaScript ES Modules server that provides weather information including aler…
|
B 70 5⁄5 | ||||||||
| 7604 |
A simple server that enables AI models to send WhatsApp messages via the Twilio…
|
B 70 5⁄5 | ||||||||
| 7605 |
A local Model Context Protocol server that allows LLMs to securely execute shel…
|
B 70 5⁄5 | ||||||||
| 7606 |
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
|
B 70 5⁄5 | ||||||||
| 7607 |
An MCP server that enables users to visualize Supermemory document data as an i…
|
B 70 5⁄5 | ||||||||
| 7608 |
A toolkit for managing Claude desktop app extension configurations, enabling fe…
|
B 70 5⁄5 | ||||||||
| 7609 |
Docmost MCP Server
Claim
Provides AI assistants with direct access to self-hosted Docmost documentation …
|
B 70 5⁄5 | ||||||||
| 7610 |
A server that enables Claude Desktop users to access the Claude API directly, a…
|
B 70 5⁄4 | ||||||||
| 7611 |
A starter template for building custom MCP servers that can integrate with Clau…
|
B 70 5⁄5 | ||||||||
| 7612 |
MCP4DRL
Claim
Exposes a trained Deep Q-Network agent for business process resource allocation…
|
B 70 5⁄4 | ||||||||
| 7613 |
MCP Sigmund
Claim
Enables AI assistants to analyze personal financial data from Open Banking sour…
|
B 70 5⁄5 | ||||||||
| 7614 |
Salesforce MCP Server
|
B 70 5⁄5 | ||||||||
| 7615 |
Connects AI assistants to Notion workspaces, allowing users to search, create, …
|
B 70 5⁄5 | ||||||||
| 7616 |
Enables AI assistants to interact with the TANSS ticket management system throu…
|
B 70 5⁄5 | ||||||||
| 7617 |
A Model Context Protocol server that integrates with Prospeo API to find work e…
|
B 70 5⁄5 | ||||||||
| 7618 |
Provides real-time hot trending topics and heat indices from nine major Chinese…
|
B 70 5⁄5 | ||||||||
| 7619 |
A Model Context Protocol server that enables LLMs to interact with all MonkeyTy…
|
B 70 5⁄5 | ||||||||
| 7620 |
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube…
|
B 70 5⁄4 | ||||||||
| 7621 |
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
|
B 70 5⁄5 | ||||||||
| 7622 |
Enables AI assistants to solve CAPTCHAs using OCR text recognition, object dete…
|
B 70 5⁄5 | ||||||||
| 7623 |
MCP Server for interacting with Android Devices.
|
B 70 5⁄4 | ||||||||
| 7624 |
Provides access to Japanese statistical standard area codes (標準地域コード) from offi…
|
B 70 5⁄5 | ||||||||
| 7625 |
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
|
B 70 5⁄5 | ||||||||
| 7626 |
A minimalist MCP server for interacting with Bauplan data tables and executing …
|
B 70 5⁄5 | ||||||||
| 7627 |
Enables complex queries over data on the DANDI Archive and provides a system fo…
|
B 70 5⁄4 | ||||||||
| 7628 |
A versatile Model Context Protocol server that enables AI assistants to manage …
|
B 70 5⁄5 | ||||||||
| 7629 |
serveMyAPI
Claim
A personal MCP (Model Context Protocol) server for securely storing and accessi…
|
B 70 5⁄4 | ||||||||
| 7630 |
Enables academic research through Google Scholar by searching for papers, findi…
|
B 70 5⁄5 | ||||||||
| 7631 |
FastMCP Server Template
Claim
A production-ready MCP server template that enables developers to quickly build…
|
B 70 5⁄5 | ||||||||
| 7632 |
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
|
B 70 5⁄5 | ||||||||
| 7633 |
Provides social media functionality for AI agents, enabling them to login with …
|
B 70 5⁄5 | ||||||||
| 7634 |
Connects AI assistants like Claude Desktop directly to MySQL databases, enablin…
|
B 70 5⁄5 | ||||||||
| 7635 |
Enables AI integration with TickTick to manage tasks, projects, and tags throug…
|
B 70 5⁄5 | ||||||||
| 7636 |
Finance MCP Server
Claim
Provides real-time financial data from Yahoo Finance to Large Language Models t…
|
B 70 5⁄5 | ||||||||
| 7637 |
A comprehensive financial data analysis server providing Yahoo Finance data for…
|
B 70 5⁄4 | ||||||||
| 7638 |
Enables AI assistants to send emails and SMS messages through the Unosend API. …
|
B 70 5⁄5 | ||||||||
| 7639 |
Enables content creators to manage, analyze, and publish Xiaohongshu (Little Re…
|
B 70 5⁄4 | ||||||||
| 7640 |
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
|
B 70 5⁄4 | ||||||||
| 7641 |
An MCP server acting as an adapter into the [ACP](https://agentcommunicationpro…
|
B 70 5⁄4 | ||||||||
| 7642 |
taiwan-holiday
Claim
A Taiwan holiday query server based on Model Context Protocol (MCP), providing …
|
B 70 5⁄4 | ||||||||
| 7643 |
Provides advanced mathematical utilities including basic arithmetic, statistica…
|
B 70 5⁄5 | ||||||||
| 7644 |
Enables AI assistants to safely query MySQL databases with read-only access by …
|
B 70 5⁄5 | ||||||||
| 7645 |
What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launc…
|
B 70 5⁄4 | ||||||||
| 7646 |
Provides comprehensive control over Google Sheets to read, write, format, and m…
|
B 70 5⁄5 | ||||||||
| 7647 |
Enables AI language models to interact with YouTube content through a standardi…
|
B 70 5⁄5 | ||||||||
| 7648 |
Provides current time information and timezone conversion capabilities using IA…
|
B 70 5⁄5 | ||||||||
| 7649 |
Enables AI assistants to manage Xano databases through the Model Context Protoc…
|
B 70 5⁄5 | ||||||||
| 7650 |
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
|
B 70 5⁄5 | ||||||||