MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16101 |
Read+write MCP server for Zotero with full write support — create items, manage…
|
F 25 5⁄5 | ||||||||
| 16102 |
Provides weather information from the National Weather Service API with full MC…
|
F 25 5⁄5 | ||||||||
| 16103 |
An MCP server that exposes CalDAV calendar operations as tools for AI assistant…
|
F 25 5⁄5 | ||||||||
| 16104 |
APEX — AI operating system for founders. Join waitlist or request a demo.
|
F 25 5⁄5 | ||||||||
| 16105 |
Provide different cloud products MCP Server tools to help developers manage …
|
F 25 5⁄4 | ||||||||
| 16106 |
An MCP server that monitors and provides analytics on weekly report submissions…
|
F 25 5⁄5 | ||||||||
| 16107 |
Enables chat completions using x.ai's Grok API with support for multiple Grok m…
|
F 25 5⁄5 | ||||||||
| 16108 |
Persistent memory and human approval for any AI agent.
Give your AI agents the…
|
F 25 5⁄5 | ||||||||
| 16109 |
Provides tools for managing IP assets and licenses, interacting with the Story …
|
F 25 5⁄5 | ||||||||
| 16110 |
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
|
F 25 5⁄5 | ||||||||
| 16111 |
Parse any file or URL into structured text. Extract text from PDF, DOCX, YouTub…
|
F 25 5⁄5 | ||||||||
| 16112 |
# 📅 Google Calendar Smart Manager (MCP)
Turn Google Calendar into your intell…
|
F 25 5⁄4 | ||||||||
| 16113 |
AI-powered content and image generation server with Google Imagen 3/4 for image…
|
F 25 5⁄5 | ||||||||
| 16114 |
An MCP server that integrates FindMine's product styling and outfit recommendat…
|
F 25 5⁄5 | ||||||||
| 16115 |
One-stop aggregation service of hot trends across the entire network based on t…
|
F 25 5⁄5 | ||||||||
| 16116 |
An MCP server that automates the backup of Cloudflare projects to a GitHub repo…
|
F 25 5⁄5 | ||||||||
| 16117 |
Shared knowledge graph for AI coding agents. Search, create, and link verified …
|
F 25 5⁄5 | ||||||||
| 16118 |
A Model Context Protocol server that allows AI models to log and retrieve conta…
|
F 25 5⁄5 | ||||||||
| 16119 |
Provide seamless integration with Dust.tt agents to query, list, and retrieve a…
|
F 25 5⁄4 | ||||||||
| 16120 |
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
|
F 25 5⁄5 | ||||||||
| 16121 |
A comprehensive learning project demonstrating MCP server implementation with t…
|
F 25 5⁄5 | ||||||||
| 16122 |
A Model Context Protocol server that enables LLMs to interact directly with Mon…
|
F 25 5⁄5 | ||||||||
| 16123 |
Social media analytics toolkit that analyzes profiles, scores engagement, detec…
|
F 25 6⁄6 | ||||||||
| 16124 |
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
|
F 25 5⁄5 | ||||||||
| 16125 |
MCP server for NanoBanana AI image generation and editing
|
F 25 6⁄6 | ||||||||
| 16126 |
Connects AI assistants to ScreenshotOne.com API for capturing website screensho…
|
F 25 5⁄5 | ||||||||
| 16127 |
A deliberately insecure note management server designed to test security scanne…
|
F 25 5⁄4 | ||||||||
| 16128 |
Enables the creation and management of local business websites through MCP-comp…
|
F 25 5⁄5 | ||||||||
| 16129 |
Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.
|
F 25 5⁄4 | ||||||||
| 16130 |
Enables AI agents to search and retrieve relevant document content from existin…
|
F 25 6⁄6 | ||||||||
| 16131 |
A TypeScript implementation of the Model Context Protocol server that enables c…
|
F 25 5⁄5 | ||||||||
| 16132 |
Enables AI agents to interact with Chase Bank accounts to view balances, transa…
|
F 25 5⁄4 | ||||||||
| 16133 |
Enables MCP clients to interact with Monday.com workspaces through comprehensiv…
|
F 25 5⁄5 | ||||||||
| 16134 |
Enables AI assistants to interact with the Uber API for ride management, includ…
|
F 25 6⁄6 | ||||||||
| 16135 |
MCP server for snowflake that doesn't allow write operations under any circumst…
|
F 25 5⁄5 | ||||||||
| 16136 |
Provides Claude AI with persistent, searchable memory management across session…
|
F 25 5⁄5 | ||||||||
| 16137 |
Integrates with the ovice Public API to manage virtual office workspaces, group…
|
F 25 5⁄5 | ||||||||
| 16138 |
A TypeScript-based MCP server that enables AI agents to send messages to Micros…
|
F 25 5⁄5 | ||||||||
| 16139 |
Provides automated GUI testing and control capabilities through an MCP server t…
|
F 25 5⁄4 | ||||||||
| 16140 |
Detect developer stress, focus, fatigue from typing. Block dangerous commands w…
|
F 25 5⁄4 | ||||||||
| 16141 |
Security-focused MCP server that provides safety guidelines and content analysi…
|
F 25 5⁄4 | ||||||||
| 16142 |
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
|
F 25 6⁄6 | ||||||||
| 16143 |
Provides econometric modeling capabilities through R, enabling AI assistants to…
|
F 25 5⁄5 | ||||||||
| 16144 |
Enables Claude Desktop to interactively capture and analyze Zoho CRM timeline s…
|
F 25 5⁄4 | ||||||||
| 16145 |
An MCP server that enables LLMs to interact with Moodle platforms to manage cou…
|
F 25 5⁄5 | ||||||||
| 16146 |
A self-hosted MCP gateway that aggregates multiple servers into a single endpoi…
|
F 25 5⁄5 | ||||||||
| 16147 |
MCP Server for faster development iteration
|
F 25 5⁄5 | ||||||||
| 16148 |
A LangChain-based server that supports dynamic loading of OpenAPI specification…
|
F 25 5⁄5 | ||||||||
| 16149 |
A Model Context Protocol server that enables ChatGPT and other AI assistants to…
|
F 25 5⁄5 | ||||||||
| 16150 |
AI startup due diligence — screen companies across 7 dimensions, get a Sieve Sc…
|
F 25 5⁄4 | ||||||||