MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5401 |
An MCP server that validates Mermaid diagram syntax and identifies diagram type…
|
B 73 5⁄4 | ||||||||
| 5402 |
mcp-use
Claim
|
B 73 5⁄5 | ||||||||
| 5403 |
Provides secure access to AWS S3 buckets through pre-signed URLs, enabling list…
|
B 73 5⁄5 | ||||||||
| 5404 |
Git Helper MCP
Claim
Enables Claude to interact with git repositories by providing real-time access …
|
B 73 5⁄4 | ||||||||
| 5405 |
MCPLoadTester
Claim
Apache JMeter sampler plugin for load testing Model Context Protocol (MCP) serv…
|
B 73 5⁄4 | ||||||||
| 5406 |
Enables semantic search and question-answering over uploaded documents using ve…
|
B 73 5⁄5 | ||||||||
| 5407 |
Enables AI assistants to query and explore Vertica databases through natural la…
|
B 73 5⁄5 | ||||||||
| 5408 |
Query and summarize your chat messages with AI prompts.
|
B 73 5⁄4 | ||||||||
| 5409 |
Umami MCP Server
Claim
Connect your Umami Analytics to any MCP client to derive insights from natural …
|
B 73 5⁄5 | ||||||||
| 5410 |
Enables MCP clients like Claude to interact with Graphisoft Archicad through th…
|
B 73 5⁄4 | ||||||||
| 5411 |
mcp-whatsapp-web
Claim
Whatsapp-Web MCP
|
B 73 5⁄4 | ||||||||
| 5412 |
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
|
B 73 5⁄4 | ||||||||
| 5413 |
Enables AI assistants to manage scheduled social media posts and content automa…
|
B 73 5⁄5 | ||||||||
| 5414 |
Enables MCP-compatible clients to interact with deployed Agent5ive agents as to…
|
B 73 5⁄5 | ||||||||
| 5415 |
Enables AI tools to manage financial operations through the Cresium Partner API…
|
B 73 5⁄5 | ||||||||
| 5416 |
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
|
B 73 5⁄5 | ||||||||
| 5417 |
acta-mcp
Claim
Contribute, challenge, verify, and query contestable public records on Veritas …
|
B 73 5⁄4 | ||||||||
| 5418 |
Productivity-boosting RAG engine for codebases with multi-provider AI support a…
|
B 73 5⁄4 | ||||||||
| 5419 |
Enables image generation using Gemini native models, supporting both single pro…
|
B 73 5⁄5 | ||||||||
| 5420 |
workflowy
Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
|
B 73 5⁄4 | ||||||||
| 5421 |
Enables AI assistants to perform high-precision Price and Yield calculations fo…
|
B 73 5⁄5 | ||||||||
| 5422 |
An MCP server that provides access to personal financial data from Monarch Mone…
|
B 73 5⁄5 | ||||||||
| 5423 |
unified-gateway-mcp
Claim
Unified MCP Gateway Platform, Marketplace & Custom MCPs
|
B 73 5⁄5 | ||||||||
| 5424 |
Provides tools for AI models to search and retrieve information from five major…
|
B 73 5⁄5 | ||||||||
| 5425 |
Enables LLMs to automatically analyze project structures, detect technologies, …
|
B 73 5⁄4 | ||||||||
| 5426 |
Enables AI agents to consult expert models (Claude, GPT, Gemini, DeepSeek, Z.ai…
|
B 73 5⁄5 | ||||||||
| 5427 |
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
|
B 73 5⁄5 | ||||||||
| 5428 |
Connects Claude Desktop to GoHighLevel CRM, providing 269+ tools across 19 cate…
|
B 73 5⁄5 | ||||||||
| 5429 |
Enables AI agents to send messages, manage rich menus, and interact with users …
|
B 73 5⁄5 | ||||||||
| 5430 |
Crawls Korean stock market data from Naver Finance, providing real-time informa…
|
B 73 5⁄5 | ||||||||
| 5431 |
whatsapp-mcp
Claim
WhatsApp Unofficial MCP Server
|
B 73 5⁄4 | ||||||||
| 5432 |
MCP Social Network
Claim
The world's first social network accessible only through AI coding agents, enab…
|
B 73 5⁄5 | ||||||||
| 5433 |
MCP server for web application security scanning
|
B 73 5⁄4 | ||||||||
| 5434 |
An MCP server that provides Google Search functionality with automatic API key …
|
B 73 5⁄5 | ||||||||
| 5435 |
A simple MCP server that facilitates website fetching through a configurable se…
|
B 73 5⁄5 | ||||||||
| 5436 |
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
|
B 73 5⁄5 | ||||||||
| 5437 |
Enables automated testing and development of Expo/React Native apps through ses…
|
B 73 5⁄4 | ||||||||
| 5438 |
Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE qu…
|
B 73 5⁄4 | ||||||||
| 5439 |
seite
Claim
AI-native static site generator with built-in MCP server and Claude Code integr…
|
B 73 5⁄5 | ||||||||
| 5440 |
A Message Control Protocol server that enables Claude Desktop and other applica…
|
B 73 5⁄4 | ||||||||
| 5441 |
An MCP server that enables searching for Rust crates and their documentation fr…
|
B 73 5⁄5 | ||||||||
| 5442 |
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
|
B 73 5⁄5 | ||||||||
| 5443 |
solana-mcp-server
Claim
solana mcp sever to enable solana rpc methods
|
B 73 5⁄4 | ||||||||
| 5444 |
Enables Claude to access and manage a travel company's customer data, trip hist…
|
B 73 5⁄4 | ||||||||
| 5445 |
MCP server for World of Warcraft API data — functions, deprecations, enums, eve…
|
B 73 5⁄4 | ||||||||
| 5446 |
kivv
Claim
Automated arXiv research paper discovery and AI-powered summarization system th…
|
B 73 5⁄5 | ||||||||
| 5447 |
Enables AI assistants to interact with SAP Signavio Process Manager through its…
|
B 73 5⁄5 | ||||||||
| 5448 |
Connects AI assistants to GitLab to interact with merge requests, reviews, disc…
|
B 73 5⁄5 | ||||||||
| 5449 |
A Model Context Protocol (MCP) server that provides access to Hacker News stori…
|
B 73 5⁄5 | ||||||||
| 5450 |
MCP SSE Server Python
Claim
Enables real-time system monitoring and automation through MCP protocol with SS…
|
B 73 5⁄5 | ||||||||