MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26801 |
MCP Dockhand
Claim
Exposes over 130 Dockhand API endpoints as tools to manage Docker infrastructur…
|
C 68 3⁄4 | ||||||||
| 26802 |
Taskschmiede
Claim
Taskschmiede is an agent-first work management system where humans and AI agent…
|
C 67 3⁄4 | ||||||||
| 26803 |
MCP server for SendaMeal.com enabling AI assistants to search gift meal product…
|
C 67 3⁄4 | ||||||||
| 26804 |
Official ElevenLabs MCP server for text-to-speech, voice cloning, audio transcr…
|
C 67 3⁄4 | ||||||||
| 26805 |
Gives AI agents direct access to your Arcate product discovery workspace to rea…
|
C 67 3⁄4 | ||||||||
| 26806 |
Describe your AI use case in plain English, get ranked model recommendations wi…
|
C 67 3⁄4 | ||||||||
| 26807 |
Fetches, summarizes, and translates news headlines and articles using the News …
|
C 67 3⁄4 | ||||||||
| 26808 |
scraps-kitchen-mcp
Claim
Household-aware kitchen brain for AI agents: manage pantry inventory with fresh…
|
C 67 3⁄4 | ||||||||
| 26809 |
A local MCP server for Google Analytics 4 that provides tools for SEO and paid …
|
C 67 3⁄4 | ||||||||
| 26810 |
MCP server for scanning machine learning model artifacts for unsafe serializati…
|
C 67 3⁄4 | ||||||||
| 26811 |
Provides secure, read-only PostgreSQL database access via MCP tools like query_…
|
C 67 3⁄4 | ||||||||
| 26812 |
MCP server for BubblyPhone that lets AI assistants make real phone calls, manag…
|
C 67 3⁄4 | ||||||||
| 26813 |
AI-powered spec generation and review using multi-repo code graph intelligence …
|
C 67 3⁄4 | ||||||||
| 26814 |
This MCP server enables interaction with the Polytomic API to manage data conne…
|
C 67 3⁄4 | ||||||||
| 26815 |
An MCP server that provides a reasoning sidekick for tool-using agents with a s…
|
C 67 3⁄4 | ||||||||
| 26816 |
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
|
C 67 3⁄4 | ||||||||
| 26817 |
An MCP server that provides AI image generation and editing capabilities using …
|
C 67 3⁄4 | ||||||||
| 26818 |
Enables AI agents to manage GitHub repositories, branches, issues, pull request…
|
C 67 3⁄4 | ||||||||
| 26819 |
AI-powered deep research agent with multi-source search (DuckDuckGo, Google New…
|
C 67 3⁄4 | ||||||||
| 26820 |
Enables natural language book searches using the Google Books API to retrieve d…
|
C 67 3⁄4 | ||||||||
| 26821 |
A pluggable and observable Retrieval-Augmented Generation framework that expose…
|
C 67 3⁄4 | ||||||||
| 26822 |
A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn …
|
C 67 3⁄4 | ||||||||
| 26823 |
A command-line interface application for interactive chat with AI models via th…
|
C 67 3⁄4 | ||||||||
| 26824 |
Deep Blue Trading
Claim
5min BTC trading signals for polymarket and other prediction markets
|
C 67 3⁄4 | ||||||||
| 26825 |
Tracks daily calorie intake with accurate BMR/TDEE calculations, food logging, …
|
C 67 3⁄4 | ||||||||
| 26826 |
A local skill assistant based on the Model Context Protocol that integrates wit…
|
C 67 3⁄4 | ||||||||
| 26827 |
Kronvex
Claim
Persistent memory API for AI agents — store, recall, and inject semantically-se…
|
C 67 3⁄4 | ||||||||
| 26828 |
Enables automatic generation of UML class diagrams and entity-relationship diag…
|
C 67 3⁄4 | ||||||||
| 26829 |
Weather MCP Server
Claim
Global weather intelligence for AI assistants providing 10 weather tools — fore…
|
C 67 3⁄4 | ||||||||
| 26830 |
Create disposable email inboxes, extract OTP codes in 15 languages, and receive…
|
C 67 3⁄4 | ||||||||
| 26831 |
Connects AI assistants to Custify customer success data for querying account me…
|
C 67 3⁄4 | ||||||||
| 26832 |
A multi-task MCP server for AI code optimization and testing that integrates wi…
|
C 67 3⁄4 | ||||||||
| 26833 |
mcp-meetsync
Claim
Integrates the MeetSync calendar negotiation API to enable AI agents to autonom…
|
C 67 3⁄4 | ||||||||
| 26834 |
alexandria-mcp
Claim
Semantic search over 4.6 million text chunks from 20,000+ classical philosophy …
|
C 67 3⁄4 | ||||||||
| 26835 |
A production-ready MCP server scaffold that features built-in authentication, D…
|
C 67 3⁄4 | ||||||||
| 26836 |
Search comparable property sales across 16 global markets with 43M+ government-…
|
C 67 3⁄4 | ||||||||
| 26837 |
Soulseek MCP
Claim
Enables interaction with the Soulseek peer-to-peer file sharing network for sea…
|
C 67 3⁄4 | ||||||||
| 26838 |
Echo MCP
Claim
A lightweight server that enables AI agents to emit and validate structured mes…
|
C 67 3⁄4 | ||||||||
| 26839 |
soulprint
Claim
Decentralized KYC identity protocol for AI agents. Proves there's a verified hu…
|
C 67 3⁄4 | ||||||||
| 26840 |
Enables AI assistants to perform vulnerability scanning on Docker/OCI images, c…
|
C 67 3⁄4 | ||||||||
| 26841 |
Infinite Campus (Campus Parent) for Claude — grades, attendance, assignments, m…
|
C 67 3⁄4 | ||||||||
| 26842 |
MCP server that provides access to Hong Kong government city data, including am…
|
C 67 3⁄4 | ||||||||
| 26843 |
MailSink is an MCP server for temporary, TTL-based email inboxes.
|
C 67 3⁄4 | ||||||||
| 26844 |
Provides persistent long-term memory for AI agents through semantic search and …
|
C 67 3⁄4 | ||||||||
| 26845 |
Read-only MCP bridge for Xiaohongshu / XHS / RedNote social media insights: sea…
|
C 67 3⁄4 | ||||||||
| 26846 |
Enables AI assistants to search the web, fetch news, and retrieve page content …
|
C 67 3⁄4 | ||||||||
| 26847 |
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
|
C 67 3⁄4 | ||||||||
| 26848 |
VidTranslate MCP Server
Claim
Enables AI-powered translation of YouTube videos into localized versions with s…
|
C 67 3⁄4 | ||||||||
| 26849 |
Open-source MCP server for managing Hetzner Cloud infrastructure with two manag…
|
C 67 3⁄4 | ||||||||
| 26850 |
Instagram influencer search API for AI agents — search by niche, country, demog…
|
C 67 3⁄4 | ||||||||