MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5251 |
Provides persistent IPython shell sessions per conversation with DataFrame-cent…
|
B 73 5⁄5 | ||||||||
| 5252 |
Enables AI applications to automate your existing browser using your logged-in …
|
B 73 5⁄4 | ||||||||
| 5253 |
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
|
B 73 5⁄4 | ||||||||
| 5254 |
A simple MCP server that facilitates website fetching through a configurable se…
|
B 73 5⁄5 | ||||||||
| 5255 |
Enables LLMs to automatically analyze project structures, detect technologies, …
|
B 73 5⁄4 | ||||||||
| 5256 |
An MCP server that provides current and historical gold/precious metal prices (…
|
B 73 5⁄5 | ||||||||
| 5257 |
Axon.MCP.Server
Claim
An MCP server that transforms codebases into intelligent, queryable knowledge b…
|
B 73 5⁄4 | ||||||||
| 5258 |
This is a Python-based MCP server that provides OpenAI `web_search` built-in to…
|
B 73 5⁄5 | ||||||||
| 5259 |
Provides system monitoring and management capabilities for Claude CLI, allowing…
|
B 73 5⁄4 | ||||||||
| 5260 |
wanna develop an app ❓
|
B 73 5⁄4 | ||||||||
| 5261 |
Provides precise conversions between different units of measurement including t…
|
B 73 5⁄4 | ||||||||
| 5262 |
Enables image generation using Gemini native models, supporting both single pro…
|
B 73 5⁄5 | ||||||||
| 5263 |
Ukrainian legislation via MCP — full-text search across statutes and provisions
|
B 73 5⁄5 | ||||||||
| 5264 |
An MCP server that enables token listing, trading, and interaction with the Kai…
|
B 73 5⁄5 | ||||||||
| 5265 |
Search human-curated content recommendations from Copus - The Internet Treasure…
|
B 73 5⁄5 | ||||||||
| 5266 |
Integrates XAPIHub API services with the Cursor IDE to enable user authenticati…
|
B 73 5⁄5 | ||||||||
| 5267 |
This MCP server utilizes DuckDuckGo for web searches, providing structured sear…
|
B 73 5⁄5 | ||||||||
| 5268 |
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
|
B 73 5⁄4 | ||||||||
| 5269 |
A bridge server that provides access to an Odoo shell environment, allowing exe…
|
B 73 5⁄5 | ||||||||
| 5270 |
A Model Context Protocol server that enables Claude to interact directly with U…
|
B 73 5⁄5 | ||||||||
| 5271 |
A Model Context Protocol server that provides real-time CNN Fear & Greed Index …
|
B 73 5⁄4 | ||||||||
| 5272 |
An advanced contextual memory server for agent orchestration providing chronolo…
|
B 73 5⁄5 | ||||||||
| 5273 |
Enables analysis of binary files (PE, ELF, Mach-O, COFF) by providing tools to …
|
B 73 4⁄4 | ||||||||
| 5274 |
Wraps FastAPI REST endpoints as MCP tools, enabling natural language interactio…
|
B 73 5⁄4 | ||||||||
| 5275 |
A lightweight MCP server that exposes Crawl4AI web scraping and crawling capabi…
|
B 73 5⁄4 | ||||||||
| 5276 |
MCP server for GreyNoise API - Check if IPs are internet background noise or ta…
|
B 73 5⁄5 | ||||||||
| 5277 |
Voice Calls, SMS, and WhatsApp for Claude Code with cross-channel context shari…
|
B 73 5⁄4 | ||||||||
| 5278 |
MCP server that exposes structured World of Warcraft API data (functions, depre…
|
B 73 5⁄4 | ||||||||
| 5279 |
Provides browser automation, AI-powered analysis, visual processing, web scrapi…
|
B 73 5⁄4 | ||||||||
| 5280 |
n8n MCP Server
Claim
Enables AI models to manage n8n workflow automation through a standardized inte…
|
B 73 5⁄5 | ||||||||
| 5281 |
HubSpot MCP Server
Claim
Enables comprehensive HubSpot CRM integration through the Model Context Protoco…
|
B 73 5⁄5 | ||||||||
| 5282 |
Enables AI agents to interact with MIST.cash privacy-preserving payment protoco…
|
B 73 5⁄5 | ||||||||
| 5283 |
A Model Context Protocol (MCP) server that provides programmatic access to the …
|
B 73 5⁄5 | ||||||||
| 5284 |
Transforms basic interface ideas into comprehensive, professional-grade UI/UX d…
|
B 73 5⁄5 | ||||||||
| 5285 |
A boilerplate TypeScript MCP server with Express.js designed for AWS AppRunner …
|
B 73 5⁄5 | ||||||||
| 5286 |
MCP server for Docker container inspection and OpenTelemetry trace querying via…
|
B 73 6⁄6 | ||||||||
| 5287 |
Enables users to list and manage Zoom cloud recordings through the Model Contex…
|
B 73 5⁄5 | ||||||||
| 5288 |
An MCP server that enables AI agents to interact with Atlassian products (Confl…
|
B 73 5⁄5 | ||||||||
| 5289 |
Tastyworks API integration to handle trading activities on Tastytrade
|
B 73 5⁄5 | ||||||||
| 5290 |
Deterministic execution engine for AI agents with 412 modules across 78 categor…
|
B 73 5⁄4 | ||||||||
| 5291 |
Enables AI assistants to interact with WordPress sites through the WordPress RE…
|
B 73 5⁄5 | ||||||||
| 5292 |
This project implements a Model Context Protocol (MCP) server providing Formula…
|
B 73 5⁄5 | ||||||||
| 5293 |
Provides access to Urban Institute's Education Data API through Claude, enablin…
|
B 73 5⁄5 | ||||||||
| 5294 |
Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, …
|
B 73 5⁄5 | ||||||||
| 5295 |
Generates beautiful mind map images from Markdown text with multiple layout opt…
|
B 73 5⁄5 | ||||||||
| 5296 |
Enables LLMs to interact with Things 3 task manager on macOS via AppleScript, a…
|
B 73 5⁄5 | ||||||||
| 5297 |
An MCP server that enables AI assistants to interact with Figma designs for tas…
|
B 73 5⁄4 | ||||||||
| 5298 |
Leiga MCP Server
Claim
Enables AI agents to interact with the Leiga project management platform. Suppo…
|
B 73 5⁄5 | ||||||||
| 5299 |
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
|
B 73 5⁄4 | ||||||||
| 5300 |
Enables AI assistants to query and analyze errors from Bugsink self-hosted erro…
|
B 73 5⁄5 | ||||||||