MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16201 |
Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agen…
|
F 25 5⁄5 | ||||||||
| 16202 |
Hands-on crash course for the Model Context Protocol (MCP) with project-based b…
|
F 25 5⁄4 | ||||||||
| 16203 |
A Model Context Protocol server for TikTok Ads API integration, enabling AI ass…
|
F 25 5⁄5 | ||||||||
| 16204 |
Enables AI assistants to access Fathom meeting recordings, summaries, transcrip…
|
F 25 5⁄4 | ||||||||
| 16205 |
MemOS (Memory Operating System) is a memory management operating system designe…
|
F 25 5⁄4 | ||||||||
| 16206 |
Enables AI to remotely control macOS systems via VNC with full desktop capabili…
|
F 25 5⁄5 | ||||||||
| 16207 |
A Cursor MCP server that analyzes web pages for SEO issues and validates struct…
|
F 25 5⁄4 | ||||||||
| 16208 |
Enables secure command-line interactions on Windows systems with support for Po…
|
F 25 5⁄4 | ||||||||
| 16209 |
Pharo Smalltalk integration enabling code evaluation, class/method introspectio…
|
F 25 5⁄4 | ||||||||
| 16210 |
Enables AI agents to interact with the Teladoc telehealth platform to search fo…
|
F 25 5⁄5 | ||||||||
| 16211 |
Search Apollo docs, specs, and best practices
|
F 25 5⁄4 | ||||||||
| 16212 |
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMO…
|
F 25 6⁄4 | ||||||||
| 16213 |
An MCP service that automates Chrome browser control while bypassing anti-bot d…
|
F 25 5⁄4 | ||||||||
| 16214 |
A template for deploying custom MCP servers on Cloudflare Workers without authe…
|
F 25 5⁄5 | ||||||||
| 16215 |
Enables managing Ubuntu/Linux servers through natural language by establishing …
|
F 25 5⁄5 | ||||||||
| 16216 |
Easiest framework for building MCP servers with automatic discovery of tools, p…
|
F 25 5⁄4 | ||||||||
| 16217 |
Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survi…
|
F 25 5⁄4 | ||||||||
| 16218 |
Provides integration with PayPal's Account Updater service, enabling merchants …
|
F 25 5⁄5 | ||||||||
| 16219 |
Workspace-aware prompt engineering. Refines, analyzes and generates prompts bas…
|
F 25 5⁄5 | ||||||||
| 16220 |
A Model Context Protocol server leveraging Google's Gemini Flash 2 to analyze d…
|
F 25 5⁄5 | ||||||||
| 16221 |
Enables AI assistants to query and manage PingCode project management data, inc…
|
F 25 5⁄4 | ||||||||
| 16222 |
このMCPサーバーは、EVE Onlineのマーケットデータにアクセスするためのインターフェースを提供します。ESI（EVE Swagger Interfac…
|
F 25 5⁄5 | ||||||||
| 16223 |
An MCP server providing tools for AI agents to mint ERC-20 tokens across multip…
|
F 25 5⁄5 | ||||||||
| 16224 |
A Model Context Protocol server enabling product searches across e-commerce pla…
|
F 25 5⁄5 | ||||||||
| 16225 |
Exposes Supabase functionality for Gaia Health to n8n workflows, enabling appoi…
|
F 25 5⁄5 | ||||||||
| 16226 |
Manage your daily status, work availability, and location history to provide re…
|
F 25 6⁄6 | ||||||||
| 16227 |
Enables users to fetch, analyze, and manage LinkedIn posts data through tools t…
|
F 25 5⁄5 | ||||||||
| 16228 |
Schedule AI phone calls, manage assignments, and check credits from Claude.
|
F 25 5⁄4 | ||||||||
| 16229 |
Twelve Data MCP: real-time & historical market data (stocks, crypto, forex, etc…
|
F 25 6⁄6 | ||||||||
| 16230 |
Enables users to manage Gmail accounts using AI agent-assisted operations via a…
|
F 25 6⁄6 | ||||||||
| 16231 |
Provides advanced analytical, research, and natural language processing capabil…
|
F 25 5⁄5 | ||||||||
| 16232 |
An MCP server that enables Claude Desktop to interact with Discord through a de…
|
F 25 5⁄5 | ||||||||
| 16233 |
AI agent cost intelligence — track spend across providers, optimize model selec…
|
F 25 6⁄6 | ||||||||
| 16234 |
Enables vulnerability scanning of web applications using the xray security scan…
|
F 25 5⁄5 | ||||||||
| 16235 |
A Model Context Protocol (MCP) server that integrates InvokeAI with Claude Code…
|
F 25 5⁄5 | ||||||||
| 16236 |
Permission control plane for AI agents. MCP proxy that enforces least-privilege…
|
F 25 5⁄5 | ||||||||
| 16237 |
League of Legends AI coaching: player profiles, match history, ranked stats & p…
|
F 25 6⁄6 | ||||||||
| 16238 |
Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
|
F 25 6⁄6 | ||||||||
| 16239 |
Search and discover movies and TV shows with torrent links, quality scoring, st…
|
F 25 5⁄5 | ||||||||
| 16240 |
Provides AI-powered search capabilities through three specialized tools: web se…
|
F 25 6⁄6 | ||||||||
| 16241 |
MCP server for FastBCP — high-performance parallel database export to files and…
|
F 25 5⁄5 | ||||||||
| 16242 |
One-stop aggregation service of hot trends across the entire network based on t…
|
F 25 5⁄5 | ||||||||
| 16243 |
An MCP server and local HTTP bridge designed to integrate remote upstream MCP t…
|
F 25 5⁄5 | ||||||||
| 16244 |
Enables trading automation through Zerodha Kite Connect API, allowing users to …
|
F 25 5⁄5 | ||||||||
| 16245 |
A Model Context Protocol server that combines DeepSeek R1's reasoning capabilit…
|
F 25 5⁄5 | ||||||||
| 16246 |
Agent network intelligence for AI agents. Trust scoring, broker discovery, and …
|
F 25 5⁄4 | ||||||||
| 16247 |
A2A Protocol client and developer toolkit.
|
F 25 5⁄4 | ||||||||
| 16248 |
A local Model Context Protocol server designed to share contextual information …
|
F 25 5⁄5 | ||||||||
| 16249 |
A server that provides access to Google Gemini AI capabilities including text g…
|
F 25 5⁄5 | ||||||||
| 16250 |
An MCP Server implementation that enables managing Confluence wiki pages throug…
|
F 25 5⁄5 | ||||||||