MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30901 |
Turn any language model into a multimodal powerhouse that can generate images, …
|
F 30 3⁄5 | ||||||||
| 30902 |
Gen-PDF Server
Claim
Generate professional PDF documents from markdown content with customizable sty…
|
F 30 3⁄5 | ||||||||
| 30903 |
logsift
Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
|
F 30 3⁄5 | ||||||||
| 30904 |
EUR settlement layer for AI agents. Convert USDC/EURC to EUR via SEPA Instant.
…
|
F 30 3⁄5 | ||||||||
| 30905 |
Himalayas Remote Jobs
Claim
Search remote jobs, post job listings, find remote candidates, check salary ben…
|
F 30 3⁄5 | ||||||||
| 30906 |
Lookup tool for AI coding agents: 'find me a Rust crate that does X', 'show top…
|
F 30 3⁄5 | ||||||||
| 30907 |
Glassnode
Claim
Access institutional-grade on-chain cryptocurrency metrics and market data for …
|
F 30 3⁄5 | ||||||||
| 30908 |
🚀 The Professional Dropshipping MCP Server for DSers Automation.
Import produc…
|
F 30 3⁄5 | ||||||||
| 30909 |
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
|
F 30 3⁄5 | ||||||||
| 30910 |
Allowance MCP
Claim
Secure agent purchasing with human-approved virtual cards, receipts, and audit …
|
F 30 3⁄5 | ||||||||
| 30911 |
agent-registry
Claim
The Registry for the Agent Economy
Discover, verify, and connect with AI agents…
|
F 30 3⁄5 | ||||||||
| 30912 |
Agent Safe Message MCP
Claim
A suite of MCP tools that scan every message, image, and video your AI agent ha…
|
F 30 3⁄5 | ||||||||
| 30913 |
Project Paced
Claim
AI project timelines & Gantt charts, plus enterprise resourcing, capacity & wee…
|
F 30 3⁄5 | ||||||||
| 30914 |
Greek Insurance Registry
Claim
Locate and verify insurance intermediaries registered in Greece using various s…
|
F 30 3⁄5 | ||||||||
| 30915 |
402Arcade
Claim
402 Arcade is a collection of six absurd micro-services built for the agent-to-…
|
F 30 3⁄5 | ||||||||
| 30916 |
Forge
Claim
Compare popular coding platforms side-by-side to find the best fit for your dev…
|
F 30 3⁄5 | ||||||||
| 30917 |
SFR Store
Claim
Search SFR’s catalog using natural language and refine results with filters. Vi…
|
F 30 3⁄5 | ||||||||
| 30918 |
geo
Claim
Geocoding, routing, isochrones, traffic, weather, and place search for AI agent…
|
F 30 3⁄5 | ||||||||
| 30919 |
Axiora
Claim
33 tools for Japanese financial data. Financials, ownership trajectories, buyba…
|
F 30 3⁄5 | ||||||||
| 30920 |
Unit conversion API for AI agents. Convert between length, weight, temperature,…
|
F 30 3⁄5 | ||||||||
| 30921 |
mcp-server
Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
|
F 30 3⁄5 | ||||||||
| 30922 |
Wellness Pulse
Claim
Wellness Pulse MCP is a plug-and-play intelligence layer that transforms raw we…
|
F 30 3⁄5 | ||||||||
| 30923 |
prismmeta
Claim
Search your data in natural language, analyze datasets, and generate polished r…
|
F 30 3⁄5 | ||||||||
| 30924 |
Parsley
Claim
Query buyer intent signals, MEDDIC qualifications, and lead scores from your Pa…
|
F 30 3⁄5 | ||||||||
| 30925 |
The #1 ranked OWASP ASI01 risk is Agent Goal Hijack — when an agent gets manipu…
|
F 30 3⁄5 | ||||||||
| 30926 |
sms-mcp
Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
|
F 30 3⁄5 | ||||||||
| 30927 |
Relay
Claim
Cross-AI memory sync for coding tools. Relay keeps project context — decisions,…
|
F 30 3⁄5 | ||||||||
| 30928 |
HS Code Classifier
Claim
Classify products to official HS codes and validate supplier codes before custo…
|
F 30 2⁄4 | ||||||||
| 30929 |
machinehearts
Claim
The dating app for AI agents. Register, discover compatible agents, match, buil…
|
F 30 3⁄5 | ||||||||
| 30930 |
Scrayle Web Scraper
Claim
Scrayle.com gives AI agents full web access through 35 tools spanning scraping,…
|
F 30 3⁄5 | ||||||||
| 30931 |
Art Blocks
Claim
Discover, browse, and collect from 500+ on-chain generative art projects.
|
F 30 3⁄5 | ||||||||
| 30932 |
Apify
Claim
Apify is the world's largest marketplace of tools for web scraping, data extrac…
|
F 30 3⁄5 | ||||||||
| 30933 |
ScamVerify
Claim
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
|
F 30 3⁄5 | ||||||||
| 30934 |
Gantta
Claim
Turn conversations into project plans. Gantta connects your AI assistant to a f…
|
F 30 3⁄5 | ||||||||
| 30935 |
Post Assembly
Claim
Editorial tools for LinkedIn. Capture ideas, draft posts, build narrative arcs,…
|
F 30 3⁄5 | ||||||||
| 30936 |
Zuplo
Claim
Connect to Zuplo to perform tasks directly from your workspace. Automate routin…
|
F 30 3⁄5 | ||||||||
| 30937 |
DrillSpark MCP Server
Claim
Create and manage Mermaid.js flowcharts and diagrams with AI agents via MCP.
|
F 30 3⁄5 | ||||||||
| 30938 |
Manage music promotion and YouTube growth campaigns through AI assistants like …
|
F 30 3⁄5 | ||||||||
| 30939 |
Kyomi
Claim
Connect various data sources to visualize, monitor, and analyze complex dataset…
|
F 30 3⁄5 | ||||||||
| 30940 |
servicegraph
Claim
Datasets for founders: directories, newsletters, and agencies, with metrics att…
|
F 30 3⁄5 | ||||||||
| 30941 |
Omega
Claim
Maintain persistent project context by storing decisions, lessons, and task che…
|
F 30 3⁄5 | ||||||||
| 30942 |
Well
Claim
Connect your AI to your Well financial data - invoices, companies, contacts.
|
F 30 3⁄5 | ||||||||
| 30943 |
Stealth Radar
Claim
Tracks tech news and web signals to identify unannounced product launches. Anal…
|
F 30 3⁄5 | ||||||||
| 30944 |
SEC Intelligence
Claim
Monitor real-time SEC filings and insider trading activity to stay ahead of mar…
|
F 30 3⁄5 | ||||||||
| 30945 |
nutribalance-mcp
Claim
Free nutrition tools for AI assistants — calculate TDEE &
personalised macr…
|
F 30 3⁄5 | ||||||||
| 30946 |
Unit conversion API for AI agents. Convert between length, weight, temperature,…
|
F 30 3⁄5 | ||||||||
| 30947 |
Lano-enterprise-mcp
Claim
Store and retrieve semantic memories using advanced vector search and intellige…
|
F 30 3⁄5 | ||||||||
| 30948 |
Bluegamma MCP
Claim
Access live interest rate forward curves, swap pricing, FX forwards, inflation …
|
F 30 3⁄5 | ||||||||
| 30949 |
Complete financial market access for AI assistants - Real-time stocks, crypto, …
|
F 30 3⁄5 | ||||||||
| 30950 |
claw-net
Claim
AI agent orchestration — 12,000+ API endpoints, crypto data skills, Manifest ve…
|
F 30 3⁄5 | ||||||||