MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5201 |
Integrates Google Calendar with the Model Context Protocol to manage events, se…
|
B 73 5⁄5 | ||||||||
| 5202 |
Smart Search MCP Server
Claim
Integrates a remote smart search API to provide powerful web search capabilitie…
|
B 73 5⁄5 | ||||||||
| 5203 |
A lightweight MCP server that exposes Crawl4AI web scraping and crawling capabi…
|
B 73 5⁄4 | ||||||||
| 5204 |
Enables management of dental clinic appointments through full CRUD operations, …
|
B 73 5⁄4 | ||||||||
| 5205 |
Enables interaction with any REST API through token or login authentication, wi…
|
B 73 5⁄5 | ||||||||
| 5206 |
Enables trading operations and market analysis through MetaTrader 5, MLP AI sig…
|
B 73 5⁄4 | ||||||||
| 5207 |
Enables interaction with Prometheus Alertmanager to retrieve, filter, and manag…
|
B 73 5⁄5 | ||||||||
| 5208 |
Galaxy Brain
Claim
Combines structured sequential thinking with batch operation execution, enablin…
|
B 73 5⁄5 | ||||||||
| 5209 |
Search and discover rescue dogs from European and UK organizations with AI-powe…
|
B 73 5⁄5 | ||||||||
| 5210 |
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
|
B 73 5⁄5 | ||||||||
| 5211 |
Manage your GitHub repositories effortlessly. Create, update, and search files,…
|
B 73 5⁄4 | ||||||||
| 5212 |
Enables AI agents to store and retrieve information persistently using key-valu…
|
B 73 5⁄4 | ||||||||
| 5213 |
An AI agent task management system that provides structure and visualization fo…
|
B 73 5⁄5 | ||||||||
| 5214 |
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-com…
|
B 73 5⁄5 | ||||||||
| 5215 |
Enables natural language task management including logging, updating, and summa…
|
B 73 5⁄4 | ||||||||
| 5216 |
workflowy
Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
|
B 73 5⁄4 | ||||||||
| 5217 |
Enables querying of China Historical Geographic Information System (CHGIS) data…
|
B 73 5⁄5 | ||||||||
| 5218 |
Automates trade surveillance support workflows by parsing inquiry emails, searc…
|
B 73 5⁄5 | ||||||||
| 5219 |
Provides cryptographic identity and signing capabilities for AI agents, enablin…
|
B 73 5⁄4 | ||||||||
| 5220 |
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
|
B 73 5⁄4 | ||||||||
| 5221 |
A tool service that enables AI agents to interact with MySQL databases through …
|
B 73 5⁄5 | ||||||||
| 5222 |
Intelligent HTTP/HTTPS proxy server with MCP integration for automated traffic …
|
B 73 5⁄4 | ||||||||
| 5223 |
Allows AI agents to control web browser sessions via Selenium WebDriver, enabli…
|
B 73 5⁄4 | ||||||||
| 5224 |
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
|
B 73 5⁄4 | ||||||||
| 5225 |
MCP server for web application security scanning
|
B 73 5⁄4 | ||||||||
| 5226 |
Enables AI assistants to interact with Monday.com workspaces, allowing retrieva…
|
B 73 5⁄5 | ||||||||
| 5227 |
Hi-AI
Claim
AI development assistant with 36 specialized tools for memory management, code …
|
B 73 5⁄5 | ||||||||
| 5228 |
@mcp-fe/react-tools
Claim
Don't let AI guess from screenshots. Give LLMs direct access to your React stat…
|
B 73 5⁄5 | ||||||||
| 5229 |
Provides real-time options analytics, pricing with Greeks, Monte Carlo simulati…
|
B 73 5⁄5 | ||||||||
| 5230 |
Enables legal document analysis using Azure Blob Storage and Anthropic Claude A…
|
B 73 5⁄5 | ||||||||
| 5231 |
MCP server for Cantrip — AI-powered GTM engine for solo founders
|
B 73 5⁄5 | ||||||||
| 5232 |
A command-line interface application that enables interactive chat with AI mode…
|
B 73 5⁄4 | ||||||||
| 5233 |
Integrates AI assistants with Graylog to query and analyze log data using Elast…
|
B 73 5⁄5 | ||||||||
| 5234 |
Enforces a three-phase gated workflow (Research → Plan → Implement) for complex…
|
B 73 5⁄5 | ||||||||
| 5235 |
Cypriot legislation via MCP — full-text search across statutes and provisions
|
B 73 5⁄5 | ||||||||
| 5236 |
A Model Context Protocol server for controlling Eufy RoboVac vacuum cleaners, e…
|
B 73 5⁄5 | ||||||||
| 5237 |
Enables MCP-compatible LLMs to interact with Miro whiteboards to manage boards,…
|
B 73 5⁄5 | ||||||||
| 5238 |
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
|
B 73 5⁄4 | ||||||||
| 5239 |
Provides intelligent CSS/JS feature compatibility checking with configurable br…
|
B 73 5⁄5 | ||||||||
| 5240 |
Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, …
|
B 73 5⁄5 | ||||||||
| 5241 |
A Model Context Protocol server that enables interaction with Exa's Websets API…
|
B 73 5⁄4 | ||||||||
| 5242 |
Provides secure access to AWS S3 buckets through pre-signed URLs, enabling list…
|
B 73 5⁄5 | ||||||||
| 5243 |
MCP HuggingFetch
Claim
Enables users to download HuggingFace models through natural language requests …
|
B 73 5⁄5 | ||||||||
| 5244 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
B 73 5⁄5 | ||||||||
| 5245 |
A personal knowledge MCP server with vector database for the Opencode ecosystem…
|
B 73 5⁄4 | ||||||||
| 5246 |
Facilitates interaction with the BlueSky social network via its official API, a…
|
B 73 5⁄5 | ||||||||
| 5247 |
A Model Context Protocol (MCP) server that provides comprehensive cryptocurrenc…
|
B 73 5⁄5 | ||||||||
| 5248 |
Git Helper MCP
Claim
Enables Claude to interact with git repositories by providing real-time access …
|
B 73 5⁄4 | ||||||||
| 5249 |
Extracts and transforms webpage content into clean, LLM-optimized Markdown. Ret…
|
B 73 5⁄5 | ||||||||
| 5250 |
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
|
B 73 5⁄5 | ||||||||