MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16351 |
This server implements the Model Context Protocol for seamless interaction with…
|
F 25 5⁄4 | ||||||||
| 16352 |
Connects your WordPress.com account to Claude Desktop, enabling you to read you…
|
F 25 5⁄4 | ||||||||
| 16353 |
A server that provides access to Alibaba Cloud workitem descriptions through MC…
|
F 25 5⁄5 | ||||||||
| 16354 |
Persistent memory and cross-session learning for AI coding assistants (hosted r…
|
F 25 6⁄6 | ||||||||
| 16355 |
AI agent skill security scanner. Scans URLs and GitHub repos to verify AI agent…
|
F 25 6⁄6 | ||||||||
| 16356 |
A Message Control Protocol server that provides an interface for managing and q…
|
F 25 5⁄5 | ||||||||
| 16357 |
Enables AI assistants to read from and write to Notion databases through the Re…
|
F 25 5⁄5 | ||||||||
| 16358 |
Enables automated browser testing of web applications using Playwright, support…
|
F 25 5⁄4 | ||||||||
| 16359 |
Context-efficient alternative to the official Notion MCP: 43 operations (pages,…
|
F 25 5⁄4 | ||||||||
| 16360 |
A server that provides web scraping and intelligent content searching capabilit…
|
F 25 6⁄6 | ||||||||
| 16361 |
A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI 加持…
|
F 25 6⁄4 | ||||||||
| 16362 |
Enables the creation and management of local business websites through MCP-comp…
|
F 25 5⁄5 | ||||||||
| 16363 |
Project memory for AI coding sessions. Auto-captures checkpoints on git commits…
|
F 25 5⁄4 | ||||||||
| 16364 |
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
|
F 25 5⁄5 | ||||||||
| 16365 |
A Model Context Protocol (MCP) server for Dust.tt agents, designed for seamless…
|
F 25 5⁄4 | ||||||||
| 16366 |
An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven…
|
F 25 5⁄5 | ||||||||
| 16367 |
Unofficial MCP server for Siigo Colombian electronic invoicing software that en…
|
F 25 5⁄5 | ||||||||
| 16368 |
Converts Dify tools' API to MCP (Model Control Protocol) compatible API, allowi…
|
F 25 5⁄5 | ||||||||
| 16369 |
Enables vulnerability scanning of web applications using the xray security scan…
|
F 25 5⁄5 | ||||||||
| 16370 |
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
|
F 25 5⁄5 | ||||||||
| 16371 |
A MCP server for MobSF which can be used for static and dynamic analysis of And…
|
F 25 5⁄4 | ||||||||
| 16372 |
URL MCP is a proof of concept stateless MCP server builder that allows users to…
|
F 25 5⁄5 | ||||||||
| 16373 |
A Model Control Protocol server for integrating with DingTalk, enabling users t…
|
F 25 5⁄5 | ||||||||
| 16374 |
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
|
F 25 5⁄5 | ||||||||
| 16375 |
Save and query your agent memory in distributed way by Membase
|
F 25 6⁄6 | ||||||||
| 16376 |
Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 f…
|
F 25 5⁄5 | ||||||||
| 16377 |
Read+write MCP server for Zotero with full write support — create items, manage…
|
F 25 5⁄5 | ||||||||
| 16378 |
Enables AI agents to programmatically access Google NotebookLM through browser …
|
F 25 5⁄5 | ||||||||
| 16379 |
APEX — AI operating system for founders. Join waitlist or request a demo.
|
F 25 5⁄5 | ||||||||
| 16380 |
A Model Context Protocol server that supports both STDIO and SSE protocols for …
|
F 25 5⁄5 | ||||||||
| 16381 |
A self-hosted MCP gateway that aggregates multiple servers into a single endpoi…
|
F 25 5⁄5 | ||||||||
| 16382 |
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
|
F 25 5⁄5 | ||||||||
| 16383 |
Provides live optimization analysis and health checks for Microsoft Fabric item…
|
F 25 5⁄5 | ||||||||
| 16384 |
An MCP server that connects to Supabase PostgreSQL databases, exposing table sc…
|
F 25 5⁄5 | ||||||||
| 16385 |
Enables Claude Desktop to interact with Salesforce for order management, includ…
|
F 25 5⁄5 | ||||||||
| 16386 |
Permission control plane for AI agents. MCP proxy that enforces least-privilege…
|
F 25 5⁄5 | ||||||||
| 16387 |
Connects Google Search Console with Claude AI to analyze SEO data through natur…
|
F 25 5⁄5 | ||||||||
| 16388 |
Convert LangChain tools to FastMCP tools
|
F 25 5⁄4 | ||||||||
| 16389 |
MCP server for interacting with Neon Management API and databases.
|
F 25 6⁄6 | ||||||||
| 16390 |
Figma MCP Bridge is a combined Figma plugin and MCP server that bypasses Figma'…
|
F 25 5⁄5 | ||||||||
| 16391 |
Marketplace where agents are customers
|
F 25 6⁄6 | ||||||||
| 16392 |
AI agents hallucinate package names. need gives them a verified index of 10,000…
|
F 25 6⁄6 | ||||||||
| 16393 |
A2A Protocol client and developer toolkit.
|
F 25 5⁄4 | ||||||||
| 16394 |
An MCP server for analyzing images using OpenRouter vision models, offering cap…
|
F 25 5⁄5 | ||||||||
| 16395 |
Extract documentation for AI agents from any site with llms.txt support. Featur…
|
F 25 5⁄5 | ||||||||
| 16396 |
A deliberately insecure note management server designed to test security scanne…
|
F 25 5⁄4 | ||||||||
| 16397 |
Enables interaction with the complete Cloudflare API using a codemode pattern t…
|
F 25 5⁄5 | ||||||||
| 16398 |
The MCP server that keeps you informed by sending the notification on phone usi…
|
F 25 5⁄4 | ||||||||
| 16399 |
Provides a tool to fetch real-time cryptocurrency prices from the Binance API a…
|
F 25 5⁄5 | ||||||||
| 16400 |
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
|
F 25 5⁄4 | ||||||||