MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27851 |
SqlServer.Rules
Claim
Analyze T-SQL scripts for design, naming, and performance issues and prevent ba…
|
C 67 3⁄4 | ||||||||
| 27852 |
MCP server for scanning machine learning model artifacts for unsafe serializati…
|
C 67 3⁄4 | ||||||||
| 27853 |
Enables AI agents to pause execution at critical decision points and request hu…
|
C 67 3⁄4 | ||||||||
| 27854 |
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
|
C 67 3⁄4 | ||||||||
| 27855 |
MinIO MCP Server
Claim
It Integration for MinIO / S3-compatible object storage, providing AI assistant…
|
C 67 3⁄4 | ||||||||
| 27856 |
soulprint
Claim
Decentralized KYC identity protocol for AI agents. Proves there's a verified hu…
|
C 67 3⁄4 | ||||||||
| 27857 |
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
|
C 67 3⁄4 | ||||||||
| 27858 |
Devcon MCP Workshop 2026
Claim
MCP server integrating Autodesk Platform Services, exposing tools for LLM clien…
|
C 67 3⁄4 | ||||||||
| 27859 |
MailSink is an MCP server for temporary, TTL-based email inboxes.
|
C 67 3⁄4 | ||||||||
| 27860 |
Enables AI agents to manage GitHub repositories, branches, issues, pull request…
|
C 67 3⁄4 | ||||||||
| 27861 |
A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn …
|
C 67 3⁄4 | ||||||||
| 27862 |
A pluggable and observable Retrieval-Augmented Generation framework that expose…
|
C 67 3⁄4 | ||||||||
| 27863 |
MCP server for BubblyPhone that lets AI assistants make real phone calls, manag…
|
C 67 3⁄4 | ||||||||
| 27864 |
Provides persistent long-term memory for AI agents through semantic search and …
|
C 67 3⁄4 | ||||||||
| 27865 |
Connects AI assistants to Custify customer success data for querying account me…
|
C 67 3⁄4 | ||||||||
| 27866 |
Kronvex
Claim
Persistent memory API for AI agents — store, recall, and inject semantically-se…
|
C 67 3⁄4 | ||||||||
| 27867 |
Deep Blue Trading
Claim
5min BTC trading signals for polymarket and other prediction markets
|
C 67 3⁄4 | ||||||||
| 27868 |
React MCP SPA
Claim
A React single-page application served as an MCP server that renders different …
|
C 67 3⁄4 | ||||||||
| 27869 |
Enables AI assistants to search the web, fetch news, and retrieve page content …
|
C 67 3⁄4 | ||||||||
| 27870 |
Provides secure, read-only PostgreSQL database access via MCP tools like query_…
|
C 67 3⁄4 | ||||||||
| 27871 |
Provides access to over 140 articles from the AntiEntropy Resource Portal cover…
|
C 67 3⁄4 | ||||||||
| 27872 |
Shared MCP Gateway
Claim
Aggregates multiple shared MCP servers into a single HTTP gateway, providing a …
|
C 67 3⁄4 | ||||||||
| 27873 |
Tracks daily calorie intake with accurate BMR/TDEE calculations, food logging, …
|
C 67 3⁄4 | ||||||||
| 27874 |
Enables AI assistants to perform vulnerability scanning on Docker/OCI images, c…
|
C 67 3⁄4 | ||||||||
| 27875 |
MCP server that provides access to Hong Kong government city data, including am…
|
C 67 3⁄4 | ||||||||
| 27876 |
Enables AI assistants to interact with the YOSO marketplace for hiring agents, …
|
C 67 3⁄4 | ||||||||
| 27877 |
A multi-task MCP server for AI code optimization and testing that integrates wi…
|
C 67 3⁄4 | ||||||||
| 27878 |
An MCP server that provides AI image generation and editing capabilities using …
|
C 67 3⁄4 | ||||||||
| 27879 |
Create disposable email inboxes, extract OTP codes in 15 languages, and receive…
|
C 67 3⁄4 | ||||||||
| 27880 |
MCP server for SendaMeal.com enabling AI assistants to search gift meal product…
|
C 67 3⁄4 | ||||||||
| 27881 |
AI-powered deep research agent with multi-source search (DuckDuckGo, Google New…
|
C 67 3⁄4 | ||||||||
| 27882 |
MCP server for Fuse Network: balances, tokens, staking, DeFi data, swaps and on…
|
C 67 2⁄5 | ||||||||
| 27883 |
Instagram influencer search API for AI agents — search by niche, country, demog…
|
C 67 3⁄4 | ||||||||
| 27884 |
Open-source MCP server for managing Hetzner Cloud infrastructure with two manag…
|
C 67 3⁄4 | ||||||||
| 27885 |
A production-ready MCP server that provides AI assistants with comprehensive Gi…
|
C 67 3⁄4 | ||||||||
| 27886 |
Enables CODESYS development assistance via MCP, including curated guidance, Str…
|
C 67 3⁄4 | ||||||||
| 27887 |
List, share, upload, and manage Slideless HTML presentations from any MCP host.
|
C 67 3⁄4 | ||||||||
| 27888 |
Enables AI assistants to access and update personalized context data, creating …
|
C 67 3⁄4 | ||||||||
| 27889 |
Read-only MCP bridge for Xiaohongshu / XHS / RedNote social media insights: sea…
|
C 67 3⁄4 | ||||||||
| 27890 |
A command-line interface application for interactive chat with AI models via th…
|
C 67 3⁄4 | ||||||||
| 27891 |
Fetches, summarizes, and translates news headlines and articles using the News …
|
C 67 3⁄4 | ||||||||
| 27892 |
A GitHub template designed to package Model Context Protocol (MCP) servers as i…
|
C 67 3⁄4 | ||||||||
| 27893 |
Describe your AI use case in plain English, get ranked model recommendations wi…
|
C 67 3⁄4 | ||||||||
| 27894 |
Soulseek MCP
Claim
Enables interaction with the Soulseek peer-to-peer file sharing network for sea…
|
C 67 3⁄4 | ||||||||
| 27895 |
scraps-kitchen-mcp
Claim
Household-aware kitchen brain for AI agents: manage pantry inventory with fresh…
|
C 67 3⁄4 | ||||||||
| 27896 |
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
|
C 67 3⁄4 | ||||||||
| 27897 |
Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM,…
|
C 67 3⁄4 | ||||||||
| 27898 |
VidTranslate MCP Server
Claim
Enables AI-powered translation of YouTube videos into localized versions with s…
|
C 67 3⁄4 | ||||||||
| 27899 |
Infinite Campus (Campus Parent) for Claude — grades, attendance, assignments, m…
|
C 67 3⁄4 | ||||||||
| 27900 |
An MCP server that enables AI assistants to interact with the CleverTap REST AP…
|
C 67 3⁄4 | ||||||||