MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28001 |
MCP server for SendaMeal.com enabling AI assistants to search gift meal product…
|
C 67 3⁄4 | ||||||||
| 28002 |
MCP server for BubblyPhone that lets AI assistants make real phone calls, manag…
|
C 67 3⁄4 | ||||||||
| 28003 |
Provides access to over 140 articles from the AntiEntropy Resource Portal cover…
|
C 67 3⁄4 | ||||||||
| 28004 |
Open-source MCP server for managing Hetzner Cloud infrastructure with two manag…
|
C 67 3⁄4 | ||||||||
| 28005 |
Search comparable property sales across 16 global markets with 43M+ government-…
|
C 67 3⁄4 | ||||||||
| 28006 |
React MCP SPA
Claim
A React single-page application served as an MCP server that renders different …
|
C 67 3⁄4 | ||||||||
| 28007 |
VidTranslate MCP Server
Claim
Enables AI-powered translation of YouTube videos into localized versions with s…
|
C 67 3⁄4 | ||||||||
| 28008 |
Enables AI assistants to search the web, fetch news, and retrieve page content …
|
C 67 3⁄4 | ||||||||
| 28009 |
Deep Blue Trading
Claim
5min BTC trading signals for polymarket and other prediction markets
|
C 67 3⁄4 | ||||||||
| 28010 |
Gives AI agents direct access to your Arcate product discovery workspace to rea…
|
C 67 3⁄4 | ||||||||
| 28011 |
Devcon MCP Workshop 2026
Claim
MCP server integrating Autodesk Platform Services, exposing tools for LLM clien…
|
C 67 3⁄4 | ||||||||
| 28012 |
MailSink is an MCP server for temporary, TTL-based email inboxes.
|
C 67 3⁄4 | ||||||||
| 28013 |
Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM,…
|
C 67 3⁄4 | ||||||||
| 28014 |
Enables automatic generation of UML class diagrams and entity-relationship diag…
|
C 67 3⁄4 | ||||||||
| 28015 |
alexandria-mcp
Claim
Semantic search over 4.6 million text chunks from 20,000+ classical philosophy …
|
C 67 3⁄4 | ||||||||
| 28016 |
An MCP server that enables AI assistants to interact with the CleverTap REST AP…
|
C 67 3⁄4 | ||||||||
| 28017 |
MinIO MCP Server
Claim
It Integration for MinIO / S3-compatible object storage, providing AI assistant…
|
C 67 3⁄4 | ||||||||
| 28018 |
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
|
C 67 3⁄4 | ||||||||
| 28019 |
Enables AI agents to pause execution at critical decision points and request hu…
|
C 67 3⁄4 | ||||||||
| 28020 |
Shared MCP Gateway
Claim
Aggregates multiple shared MCP servers into a single HTTP gateway, providing a …
|
C 67 3⁄4 | ||||||||
| 28021 |
Enables AI agents to manage GitHub repositories, branches, issues, pull request…
|
C 67 3⁄4 | ||||||||
| 28022 |
SqlServer.Rules
Claim
Analyze T-SQL scripts for design, naming, and performance issues and prevent ba…
|
C 67 3⁄4 | ||||||||
| 28023 |
Connects AI assistants to Custify customer success data for querying account me…
|
C 67 3⁄4 | ||||||||
| 28024 |
Weather MCP Server
Claim
Global weather intelligence for AI assistants providing 10 weather tools — fore…
|
C 67 3⁄4 | ||||||||
| 28025 |
Infinite Campus (Campus Parent) for Claude — grades, attendance, assignments, m…
|
C 67 3⁄4 | ||||||||
| 28026 |
Enables AI assistants to perform vulnerability scanning on Docker/OCI images, c…
|
C 67 3⁄4 | ||||||||
| 28027 |
Fetches, summarizes, and translates news headlines and articles using the News …
|
C 67 3⁄4 | ||||||||
| 28028 |
Echo MCP
Claim
A lightweight server that enables AI agents to emit and validate structured mes…
|
C 67 3⁄4 | ||||||||
| 28029 |
A GitHub template designed to package Model Context Protocol (MCP) servers as i…
|
C 67 3⁄4 | ||||||||
| 28030 |
Provides persistent long-term memory for AI agents through semantic search and …
|
C 67 3⁄4 | ||||||||
| 28031 |
A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn …
|
C 67 3⁄4 | ||||||||
| 28032 |
An MCP server designed for interacting with the Model Context Protocol Registry…
|
C 67 3⁄4 | ||||||||
| 28033 |
A GitHub template for packaging any Model Context Protocol (MCP) server as an i…
|
C 67 3⁄4 | ||||||||
| 28034 |
A command-line interface application for interactive chat with AI models via th…
|
C 67 3⁄4 | ||||||||
| 28035 |
A local MCP server for Google Analytics 4 that provides tools for SEO and paid …
|
C 67 3⁄4 | ||||||||
| 28036 |
List, share, upload, and manage Slideless HTML presentations from any MCP host.
|
C 67 3⁄4 | ||||||||
| 28037 |
An MCP server that provides AI image generation and editing capabilities using …
|
C 67 3⁄4 | ||||||||
| 28038 |
Soulseek MCP
Claim
Enables interaction with the Soulseek peer-to-peer file sharing network for sea…
|
C 67 3⁄4 | ||||||||
| 28039 |
Kronvex
Claim
Persistent memory API for AI agents — store, recall, and inject semantically-se…
|
C 67 3⁄4 | ||||||||
| 28040 |
Provides AI assistants with accurate Flyte V2 knowledge, patterns, and plugin i…
|
C 67 3⁄4 | ||||||||
| 28041 |
Official ElevenLabs MCP server for text-to-speech, voice cloning, audio transcr…
|
C 67 3⁄4 | ||||||||
| 28042 |
Provides secure, read-only PostgreSQL database access via MCP tools like query_…
|
C 67 3⁄4 | ||||||||
| 28043 |
Read-only MCP bridge for Xiaohongshu / XHS / RedNote social media insights: sea…
|
C 67 3⁄4 | ||||||||
| 28044 |
soulprint
Claim
Decentralized KYC identity protocol for AI agents. Proves there's a verified hu…
|
C 67 3⁄4 | ||||||||
| 28045 |
Compare AI inference pricing across 9 providers in real time. Routing recommend…
|
C 67 3⁄4 | ||||||||
| 28046 |
Tracks daily calorie intake with accurate BMR/TDEE calculations, food logging, …
|
C 67 3⁄4 | ||||||||
| 28047 |
Enables CODESYS development assistance via MCP, including curated guidance, Str…
|
C 67 3⁄4 | ||||||||
| 28048 |
An MCP server that provides a reasoning sidekick for tool-using agents with a s…
|
C 67 3⁄4 | ||||||||
| 28049 |
A multi-task MCP server for AI code optimization and testing that integrates wi…
|
C 67 3⁄4 | ||||||||
| 28050 |
scraps-kitchen-mcp
Claim
Household-aware kitchen brain for AI agents: manage pantry inventory with fresh…
|
C 67 3⁄4 | ||||||||