MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29751 |
Vibe BI MCP
Claim
Ask business questions in plain English. Get instant answers from your database…
|
F 30 3⁄5 | ||||||||
| 29752 |
JHJ-email-mcp
Claim
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
|
F 30 3⁄5 | ||||||||
| 29753 |
sms-mcp
Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
|
F 30 3⁄5 | ||||||||
| 29754 |
Danube
Claim
The App Store for Agent Tools
|
F 30 3⁄5 | ||||||||
| 29755 |
PubMed research tools for AI agents — 3 tools, structured JSON output, verified…
|
F 30 3⁄5 | ||||||||
| 29756 |
HTTP header security analysis API for AI agents. Analyze response headers for a…
|
F 30 3⁄5 | ||||||||
| 29757 |
Inkeep Zod v4
Claim
Search Zod v4 documentation and public references. Ask targeted questions about…
|
F 30 3⁄5 | ||||||||
| 29758 |
Unreel
Claim
Create high-quality videos directly from natural language scripts and text desc…
|
F 30 3⁄5 | ||||||||
| 29759 |
Gitlab MCP Server
Claim
Model Context Protocol (MCP) server for GitLab — exposes 1000 GitLab REST & Gra…
|
F 30 3⁄5 | ||||||||
| 29760 |
PixelLab
Claim
Generate animated pixel art characters, tilesets, and object directly from your…
|
F 30 3⁄5 | ||||||||
| 29761 |
Regex testing API for AI agents. Test regex patterns against strings: get all m…
|
F 30 3⁄5 | ||||||||
| 29762 |
nexus
Claim
Zero-setup MCP gateway securely connecting AI to your tools with authentication…
|
F 30 3⁄5 | ||||||||
| 29763 |
Temporal Cortex MCP
Claim
Temporal Cortex is a Model Context Protocol server that gives AI agents determi…
|
F 30 3⁄5 | ||||||||
| 29764 |
Financial Services
Claim
AI-powered financial services marketplace connecting borrowers with 200+ lender…
|
F 30 3⁄5 | ||||||||
| 29765 |
universalbench
Claim
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
|
F 30 3⁄5 | ||||||||
| 29766 |
Email verification API for AI agents. Validate any email address in real-time w…
|
F 30 3⁄5 | ||||||||
| 29767 |
MCP server for Binance Thailand (Gulf Binance) API — trade crypto, monitor mark…
|
F 30 3⁄5 | ||||||||
| 29768 |
BubblyPhone Agents
Claim
Make AI phone calls from any AI assistant. BubblyPhone's MCP server lets you ma…
|
F 30 3⁄5 | ||||||||
| 29769 | F 30 3⁄5 | |||||||||
| 29770 |
DevOps Agent
Claim
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tool…
|
F 30 3⁄5 | ||||||||
| 29771 |
Penfield
Claim
Manages long-term memory and cognitive state to enable personalized and consist…
|
F 30 3⁄5 | ||||||||
| 29772 |
GrelfSwap
Claim
Trade tokens and manage assets on the Hedera network through direct integration…
|
F 30 3⁄5 | ||||||||
| 29773 |
housing-assist
Claim
▎ Tokyo housing market data for foreigners. Search 18,000+ weekly-scraped ren…
|
F 30 3⁄5 | ||||||||
| 29774 |
Social-API.ai
Claim
SocialAPI gives AI agents a single MCP server to read and respond to every soci…
|
F 30 3⁄5 | ||||||||
| 29775 |
Scrayle Web Scraper
Claim
Scrayle.com gives AI agents full web access through 35 tools spanning scraping,…
|
F 30 3⁄5 | ||||||||
| 29776 |
servicegraph
Claim
Datasets for founders: directories, newsletters, and agencies, with metrics att…
|
F 30 3⁄5 | ||||||||
| 29777 |
flet-mcp-server
Claim
# Flet MCP Server
[
EzBiz SEO
Claim
Improve search engine rankings by researching keywords and analyzing search res…
|
F 30 3⁄5 | ||||||||
| 29779 |
Calculator
Claim
Perform quick, reliable arithmetic including addition, subtraction, multiplicat…
|
F 30 3⁄5 | ||||||||
| 29780 |
browserless-mcp
Claim
MCP server for Browserless.io: scrape and automate any site, bypass captchas an…
|
F 30 3⁄5 | ||||||||
| 29781 |
Filesystem MCP Server
Claim
Node.js server for filesystem operations, including reading/writing files and m…
|
F 30 3⁄5 | ||||||||
| 29782 |
Glassnode
Claim
Access institutional-grade on-chain cryptocurrency metrics and market data for …
|
F 30 3⁄5 | ||||||||
| 29783 |
Check how visible a business website is to AI search engines like ChatGPT, Perp…
|
F 30 3⁄5 | ||||||||
| 29784 |
Shipi
Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
|
F 30 3⁄5 | ||||||||
| 29785 |
Real-time LTL carrier fuel surcharge rates for freight and logistics AI workflo…
|
F 30 3⁄5 | ||||||||
| 29786 |
dssd
Claim
Streamline workflows by connecting your app’s data and actions directly into yo…
|
F 30 3⁄5 | ||||||||
| 29787 |
Wallet Intelligence
Claim
Bitcoin wallet intelligence API. Identify any Bitcoin address — entity, categor…
|
F 30 3⁄5 | ||||||||
| 29788 |
Refetch
Claim
Fetch pages, search the web, and extract structured data — built for AI agents.…
|
F 30 3⁄5 | ||||||||
| 29789 |
🚀 The Professional Dropshipping MCP Server for DSers Automation.
Import produc…
|
F 30 3⁄5 | ||||||||
| 29790 |
Stratalize Stealth
Claim
Zero-storage MCP privacy proxy — PII tokenized before AI inference. ML-DSA-65 s…
|
F 30 3⁄5 | ||||||||
| 29791 |
MCP Seeker
Claim
Search hotels by city, state, country, or geolocation and explore detailed prop…
|
F 30 3⁄5 | ||||||||
| 29792 |
Access 60+ paid API services through a single API key with sub-cent micropaymen…
|
F 30 3⁄5 | ||||||||
| 29793 |
quantoracle
Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
|
F 30 3⁄5 | ||||||||
| 29794 |
United States Weather
Claim
Provide real-time and forecast weather information for locations in the United …
|
F 30 3⁄5 | ||||||||
| 29795 |
Scrptly AI Video Agent
Claim
Create videos from text prompts and optional reference images. Track progress a…
|
F 30 3⁄5 | ||||||||
| 29796 |
Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certif…
|
F 30 3⁄5 | ||||||||
| 29797 |
Mifactory
Claim
Transform documents into machine-readable specifications optimized for automate…
|
F 30 3⁄5 | ||||||||
| 29798 |
Zuplo Weather
Claim
Get real-time US weather alerts, forecasts, radar data, and aviation reports fr…
|
F 30 3⁄5 | ||||||||
| 29799 |
MCP server for YouTube Data API v3 with OAuth 2.0 authentication. …
|
F 30 3⁄5 | ||||||||
| 29800 |
Comprehensive pharmaceutical regulatory intelligence MCP server. 4 tools across…
|
F 30 3⁄5 | ||||||||
