MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5251 |
An MCP server that enables chatting with PostgreSQL databases using secure GitH…
|
B 73 5⁄4 | ||||||||
| 5252 |
Enables LLMs to interact with MySQL databases by inspecting schemas and executi…
|
B 73 5⁄5 | ||||||||
| 5253 |
Extracts and analyzes key frames from Loom videos or local video files for debu…
|
B 73 5⁄5 | ||||||||
| 5254 |
Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRa…
|
B 73 5⁄4 | ||||||||
| 5255 |
Enables AI assistants to manage OpenProject work packages, projects, and time t…
|
B 73 5⁄5 | ||||||||
| 5256 |
Provides tools for AI models to search and retrieve information from five major…
|
B 73 5⁄5 | ||||||||
| 5257 |
Enables the generation of professional PDF invoices and their distribution via …
|
B 73 5⁄5 | ||||||||
| 5258 |
Enables AI agents to search and retrieve academic papers from China National Kn…
|
B 73 5⁄5 | ||||||||
| 5259 |
Provides tools for interacting with the Alpaca Trading API, enabling trading op…
|
B 73 5⁄5 | ||||||||
| 5260 |
Integrates WordPress Coding Standards (WPCS) with Claude AI to automatically ch…
|
B 73 5⁄4 | ||||||||
| 5261 |
Intelligent HTTP/HTTPS proxy server with MCP integration for automated traffic …
|
B 73 5⁄4 | ||||||||
| 5262 |
SevenRooms MCP Server
Claim
Enables restaurant reservation management through SevenRooms API, allowing user…
|
B 73 5⁄5 | ||||||||
| 5263 |
A Model Context Protocol server that enables AI assistants to interact with Con…
|
B 73 5⁄5 | ||||||||
| 5264 |
Enables AI-powered browser automation through Browserbase and Stagehand, allowi…
|
B 73 5⁄5 | ||||||||
| 5265 |
Enables AI assistants to query, search, and analyze logs across Google Cloud Pl…
|
B 73 5⁄5 | ||||||||
| 5266 |
Enables AI assistants to manage website feedback from Feedbucket, including lis…
|
B 73 5⁄5 | ||||||||
| 5267 |
Crawls Korean stock market data from Naver Finance, providing real-time informa…
|
B 73 5⁄5 | ||||||||
| 5268 |
Provides access to SBA small business size standards and SBIR/STTR federal R\&D…
|
B 73 5⁄5 | ||||||||
| 5269 |
A Model Context Protocol server that allows managing VMware Fusion virtual mach…
|
B 73 5⁄5 | ||||||||
| 5270 |
Enables collaborative document authoring and composition with project-based org…
|
B 73 5⁄4 | ||||||||
| 5271 |
Integrates with the Promotexter SMS API to enable sending single SMS messages a…
|
B 73 5⁄5 | ||||||||
| 5272 |
Generates beautiful mind map images from Markdown text with multiple layout opt…
|
B 73 5⁄5 | ||||||||
| 5273 |
Enables access to Fathom.video meeting data including AI-generated transcripts,…
|
B 73 5⁄5 | ||||||||
| 5274 |
Enables persistent storage and semantic search of coding preferences, patterns,…
|
B 73 5⁄5 | ||||||||
| 5275 |
Quake-Coding-Arena-MCP
Claim
# 🎯 Enhanced Quake Coding Arena
Premium TypeScript MCP server that gamifies you…
|
B 73 5⁄4 | ||||||||
| 5276 |
MCP Jibun Server
Claim
Enables AI agents to read and retrieve the latest posts from Jibun and Ech0 ins…
|
B 73 5⁄5 | ||||||||
| 5277 |
Enables voice-based interactions with Claude by converting text to speech using…
|
B 73 5⁄4 | ||||||||
| 5278 |
Wraps FastAPI REST endpoints as MCP tools, enabling natural language interactio…
|
B 73 5⁄4 | ||||||||
| 5279 |
Control ParaView through arbitrary Python code
|
B 73 5⁄4 | ||||||||
| 5280 |
Provides long-term memory storage for AI assistants with semantic search, enabl…
|
B 73 5⁄4 | ||||||||
| 5281 |
Enables AI agents to consult expert models (Claude, GPT, Gemini, DeepSeek, Z.ai…
|
B 73 5⁄5 | ||||||||
| 5282 |
An MCP server that provides Google Search functionality with automatic API key …
|
B 73 5⁄5 | ||||||||
| 5283 |
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
|
B 73 5⁄5 | ||||||||
| 5284 |
kivv
Claim
Automated arXiv research paper discovery and AI-powered summarization system th…
|
B 73 5⁄5 | ||||||||
| 5285 |
Enables interaction with Microsoft OneNote via the Microsoft Graph API, allowin…
|
B 73 5⁄5 | ||||||||
| 5286 |
Enables quantum machine learning operations using Qiskit, including executing q…
|
B 73 5⁄5 | ||||||||
| 5287 |
Rwandan legislation via MCP — full-text search across statutes and provisions
|
B 73 5⁄5 | ||||||||
| 5288 |
A turn-based games app built with Next.js and TypeScript that features Tic-Tac-…
|
B 73 5⁄4 | ||||||||
| 5289 |
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
|
B 73 5⁄4 | ||||||||
| 5290 |
Enables searching for Airbnb listings and retrieving detailed property informat…
|
B 73 5⁄5 | ||||||||
| 5291 |
A Notion MCP server that enables searching, exporting, and importing pages as m…
|
B 73 5⁄4 | ||||||||
| 5292 |
A lightweight MCP server that exposes Crawl4AI web scraping and crawling capabi…
|
B 73 5⁄4 | ||||||||
| 5293 |
Provides persistent memory and semantic code understanding for AI assistants us…
|
B 73 5⁄5 | ||||||||
| 5294 |
Gives large language models time awareness capabilities through various time-re…
|
B 73 5⁄5 | ||||||||
| 5295 |
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
|
B 73 5⁄5 | ||||||||
| 5296 |
meraki_mcp_server
Claim
|
B 73 5⁄4 | ||||||||
| 5297 |
Manage your GitHub repositories effortlessly. Create, update, and search files,…
|
B 73 5⁄4 | ||||||||
| 5298 |
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
|
B 73 5⁄4 | ||||||||
| 5299 |
Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions…
|
B 73 5⁄4 | ||||||||
| 5300 |
Enables AI assistants to control iOS Simulators and automate browsers by combin…
|
B 73 5⁄4 | ||||||||