MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27801 |
Domain Intel
Claim
Analyze website technology stacks, SEO performance, and hosting infrastructure.…
|
D 40 2⁄5 | ||||||||
| 27802 |
EZTexting MCP
Claim
Official EZTexting MCP server: SMS/MMS messaging, contacts, workflows, reports.
|
D 40 2⁄5 | ||||||||
| 27803 |
FHL Bible MCP
Claim
Quickly access any Bible verse or passage on the FHL site with a clean, readabl…
|
D 40 2⁄5 | ||||||||
| 27804 |
nutriscan-ai
Claim
Title: NutriScan AI — Food Intelligence & Allergen Guard
Short Description: A …
|
D 40 2⁄5 | ||||||||
| 27805 |
Goodreads MCP Server
Claim
A CLI tool that integrates with Claude Desktop to allow users to retrieve their…
|
D 40 3⁄4 | ||||||||
| 27806 |
EU AI Act Compliance
Claim
Risk classification, deadlines, obligations, penalties, and FAQ for the EU AI A…
|
D 40 2⁄5 | ||||||||
| 27807 |
Wise
Claim
Manage your Wise financial accounts, balances, and international money transfer…
|
D 40 2⁄5 | ||||||||
| 27808 |
Multi-Translator
Claim
Translate text into multiple languages while maintaining specific tones or styl…
|
D 40 2⁄5 | ||||||||
| 27809 |
Aleatoric
Claim
Aleatoric Engine is deterministic market simulation infrastructure for generati…
|
D 40 2⁄5 | ||||||||
| 27810 |
MCP Suno
Claim
AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
|
D 40 2⁄5 | ||||||||
| 27811 |
Figma to Azure
Claim
Get product information, features, pricing, workflow guides, and FAQs for Figma…
|
D 40 2⁄5 | ||||||||
| 27812 |
Brandomica
Claim
Verify brand name availability across domains, social media handles, trademarks…
|
D 40 2⁄5 | ||||||||
| 27813 |
Verify French companies and suppliers in real-time. Check SIREN/SIRET, BODACC i…
|
D 40 2⁄5 | ||||||||
| 27814 |
BopMarketplace
Claim
BopMarket MCP server gives AI agents full marketplace access: search products a…
|
D 40 2⁄5 | ||||||||
| 27815 |
CreateOS MCP
Claim
Deploy, manage, and scale full-stack applications directly from your AI assista…
|
D 40 2⁄5 | ||||||||
| 27816 |
Driflyte (Remote)
Claim
Discover available topics and explore up-to-date, topic-tagged web content. Sea…
|
D 40 2⁄5 | ||||||||
| 27817 |
snapcall-test2
Claim
Create instant Snapcall call links and recording sessions to capture photos and…
|
D 40 2⁄5 | ||||||||
| 27818 |
stream
Claim
Connect to Synorb Streams to explore and query live streams. Search, filter, an…
|
D 40 2⁄5 | ||||||||
| 27819 |
Browserbase
Claim
Automate web browsing and interaction to streamline complex online tasks. Extra…
|
D 40 2⁄5 | ||||||||
| 27820 |
Nephyr Risk
Claim
Prediction market risk management — Kelly sizing, EV calculation, drawdown prot…
|
D 40 2⁄5 | ||||||||
| 27821 |
UML-MCP
Claim
UML-MCP Server is an MCP (Model Context Protocol) powered diagram generation se…
|
D 40 2⁄5 | ||||||||
| 27822 |
Useful AI
Claim
A fully dynamic MCP server exposing 200+ shared utility tools for AI agents. Th…
|
D 40 2⁄5 | ||||||||
| 27823 |
Access comprehensive market intelligence across stocks, crypto, macro, and fixe…
|
D 40 2⁄5 | ||||||||
| 27824 |
Search Ellen G. White’s writings by keyword to surface relevant quotations. Ret…
|
D 40 2⁄5 | ||||||||
| 27825 |
Market Intelligence
Claim
Analyze competitive landscapes, market trends, and industry opportunities to in…
|
D 40 2⁄5 | ||||||||
| 27826 |
Tweet Search
Claim
Search Twitter using advanced operators to find relevant tweets, media, and lin…
|
D 40 2⁄5 | ||||||||
| 27827 |
vibe-pay
Claim
Platform access code. Email coryhigham@gmail.com with subject "MCP Trial" to re…
|
D 40 2⁄5 | ||||||||
| 27828 |
顏回 YanHui Debug AI
Claim
Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, ne…
|
D 40 2⁄5 | ||||||||
| 27829 |
pretext-pdf
Claim
Generate professional PDFs from structured JSON. Supports invoices (with GST), …
|
D 40 2⁄5 | ||||||||
| 27830 |
Fabric Marketplace
Claim
Manage digital asset listings and requests within the Fabric marketplace ecosys…
|
D 40 2⁄5 | ||||||||
| 27831 |
vsfclub
Claim
|
D 40 2⁄5 | ||||||||
| 27832 |
analog-mcp
Claim
Query real-time US data and AI-analyzed attributes across the country.
|
D 40 2⁄5 | ||||||||
| 27833 |
clpi-clp-mcp
Claim
Manage simple context workflows with quick init and add actions. Access the 'He…
|
D 40 2⁄5 | ||||||||
| 27834 |
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
|
D 40 2⁄5 | ||||||||
| 27835 |
RationalBloks
Claim
By providing a simple JSON configuration file to describe your data structure, …
|
D 40 2⁄5 | ||||||||
| 27836 |
image-processing
Claim
Image processing for AI agents. Resize, convert, compress, and pipeline images.
|
D 40 2⁄5 | ||||||||
| 27837 |
Base44-SDK-docs
Claim
This is not an official Base44 MCP.
This MCP server provides instant access to…
|
D 40 2⁄5 | ||||||||
| 27838 |
x402 Engine
Claim
28 pay-per-call APIs for AI agents via HTTP 402 crypto micropayments. Image gen…
|
D 40 2⁄5 | ||||||||
| 27839 |
openlegi
Claim
Serveur MCP pour les sources juridiques suivantes :
- Legifrance
- Judilibre
-…
|
D 40 2⁄5 | ||||||||
| 27840 |
Web Auditor
Claim
Analyze web pages and entire sites for SEO, accessibility, performance, and sec…
|
D 40 2⁄5 | ||||||||
| 27841 |
AskMia eSIM API - Search, browse, and purchase prepaid eSIM data plans for 190+…
|
D 40 2⁄5 | ||||||||
| 27842 |
xSkill AI
Claim
AI content generation with 50+ models: image, video, TTS, voice cloning, and mo…
|
D 40 2⁄5 | ||||||||
| 27843 |
Bug Memory
Claim
Avoid repeating documented software errors by searching an extensive database o…
|
D 40 2⁄5 | ||||||||
| 27844 |
Jobber AI Assistant
Claim
AI-powered MCP server for Jobber. Query your clients, jobs, quotes, and invoice…
|
D 40 2⁄5 | ||||||||
| 27845 |
deadends.dev
Claim
Error knowledge database for AI coding agents. 2002 verified error patterns acr…
|
D 40 2⁄5 | ||||||||
| 27846 |
Public MCP server for UK company filing guidance, products, deadlines, and know…
|
D 40 2⁄5 | ||||||||
| 27847 |
Terminal
Claim
Execute commands and manage interactive shell sessions directly within your env…
|
D 40 2⁄5 | ||||||||
| 27848 |
StudioMeyer MCP Suite
Claim
8 MCP servers, 104+ tools: memory, social, PDF, email, images, calendar, schedu…
|
D 40 2⁄4 | ||||||||
| 27849 |
speakmanai
Claim
# SpeakmanAI MCP Server
Generate professional **Solution Architecture Document…
|
D 40 2⁄5 | ||||||||
| 27850 |
gyotak-fish-market
Claim
Sashimi-grade flash-frozen fish from Hua Hin, Thailand. Search inventory, check…
|
D 40 2⁄5 | ||||||||