MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 1 hour, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16251 |
Provides advanced code structure and semantic analysis through Abstract Syntax …
|
F 25 5⁄4 | ||||||||
| 16252 |
Enables users to manage their Xfinity ISP accounts through automated browser se…
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F 25 5⁄5 | ||||||||
| 16253 |
One-stop aggregation service of hot trends across the entire network based on t…
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F 25 5⁄5 | ||||||||
| 16254 |
Provides secure, role-based access to Stripe billing operations for AI assistan…
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F 25 5⁄5 | ||||||||
| 16255 |
Enables users to generate professional Chinese resume PDFs from JSON data with …
|
F 25 5⁄5 | ||||||||
| 16256 |
A Python-based server that helps users easily install and configure other MCP s…
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F 25 5⁄4 | ||||||||
| 16257 |
AI agents hallucinate package names. need gives them a verified index of 10,000…
|
F 25 6⁄6 | ||||||||
| 16258 |
A Model Context Protocol server that combines DeepSeek R1's reasoning capabilit…
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F 25 5⁄5 | ||||||||
| 16259 |
A2A Protocol client and developer toolkit.
|
F 25 5⁄4 | ||||||||
| 16260 |
A server that provides access to Google Gemini AI capabilities including text g…
|
F 25 5⁄5 | ||||||||
| 16261 |
Provides integration with PayPal's Account Updater service, enabling merchants …
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F 25 5⁄5 | ||||||||
| 16262 |
Personal nutrition tracking — log meals, track macros, and review history throu…
|
F 25 6⁄6 | ||||||||
| 16263 |
极客时间MCP新课已经上线!超2000同学一起开启MCP学习之旅!
|
F 25 5⁄4 | ||||||||
| 16264 |
An MCP server providing tools for AI agents to mint ERC-20 tokens across multip…
|
F 25 5⁄5 | ||||||||
| 16265 |
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 | ||||||||
| 16266 |
Access book collections, reading lists, and bookshelf recognition from AI assis…
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F 25 5⁄5 | ||||||||
| 16267 |
A deliberately insecure note management server designed to test security scanne…
|
F 25 5⁄4 | ||||||||
| 16268 |
Enables image generation using OpenAI's DALL-E and GPT-Image models directly th…
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F 25 5⁄5 | ||||||||
| 16269 |
Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
|
F 25 6⁄6 | ||||||||
| 16270 |
AI code impact analysis MCP server that monitors file changes, maps dependency …
|
F 25 5⁄4 | ||||||||
| 16271 |
A Model Context Protocol (MCP) server that integrates InvokeAI with Claude Code…
|
F 25 5⁄5 | ||||||||
| 16272 |
Persistent memory for AI agents. Search, store, and recall across sessions.
|
F 25 6⁄6 | ||||||||
| 16273 |
Automates the generation of professional worklogs by analyzing git commits with…
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F 25 5⁄5 | ||||||||
| 16274 |
A customizable Model Context Protocol server implementation that enables AI mod…
|
F 25 5⁄4 | ||||||||
| 16275 |
Enables AI assistants to interact with Rollbar error tracking and monitoring se…
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F 25 5⁄5 | ||||||||
| 16276 |
Model Context Protocol server that enables AI assistants to perform keyword res…
|
F 25 5⁄4 | ||||||||
| 16277 |
mcp.jina.ai/sse
|
F 25 6⁄6 | ||||||||
| 16278 |
Enables AI assistants to interact with n8n workflow automation instances throug…
|
F 25 6⁄6 | ||||||||
| 16279 |
Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postma…
|
F 25 5⁄5 | ||||||||
| 16280 |
A VSCode extension that lets you find and install Agent Skills and MCP Apps to …
|
F 25 5⁄5 | ||||||||
| 16281 |
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads…
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F 25 6⁄6 | ||||||||
| 16282 |
An intelligent 3D printing assistant that enables users to analyze meshes, gene…
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F 25 5⁄5 | ||||||||
| 16283 |
Telegram API integration for accessing user data, managing dialogs (chats, chan…
|
F 25 5⁄4 | ||||||||
| 16284 |
Provides AI agents with secure, natural-language access to Oracle Cloud Infrast…
|
F 25 5⁄5 | ||||||||
| 16285 |
12306 ticket purchase search server based on Model Context Protocol (MCP). It p…
|
F 25 6⁄6 | ||||||||
| 16286 |
Agent network intelligence for AI agents. Trust scoring, broker discovery, and …
|
F 25 5⁄4 | ||||||||
| 16287 |
An MCP server that enables AI assistants to create, update, and publish Datawra…
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F 25 5⁄4 | ||||||||
| 16288 |
Enables interaction with the Chrome Fair Trade platform to manage trading deals…
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F 25 5⁄5 | ||||||||
| 16289 |
A communication framework that enables multiple AI agents to collaborate throug…
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F 25 5⁄5 | ||||||||
| 16290 |
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model co…
|
F 25 5⁄5 | ||||||||
| 16291 |
Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survi…
|
F 25 5⁄4 | ||||||||
| 16292 |
Enables vulnerability scanning of web applications using the xray security scan…
|
F 25 5⁄5 | ||||||||
| 16293 |
|
F 25 5⁄4 | ||||||||
| 16294 |
Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, P…
|
F 25 6⁄6 | ||||||||
| 16295 |
League of Legends AI coaching: player profiles, match history, ranked stats & p…
|
F 25 6⁄6 | ||||||||
| 16296 |
Official PostHog MCP Server for product analytics, feature flags, experiments, …
|
F 25 6⁄6 | ||||||||
| 16297 |
Create immersive travel experiences by instructing an avatar to navigate Google…
|
F 25 6⁄6 | ||||||||
| 16298 |
Enables Claude Desktop to interact with Salesforce for order management, includ…
|
F 25 5⁄5 | ||||||||
| 16299 |
Integrates Atlassian products (Confluence, Jira) with Model Context Protocol, e…
|
F 25 5⁄5 | ||||||||
| 16300 |
Search academic expert insights, papers and contributions from Faculti
|
F 25 5⁄4 | ||||||||