MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 1 hour, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26751 |
plith
Claim
AI agent infrastructure: dedup, cost prediction, validation, governance, failur…
|
B 81 3⁄5 | ||||||||
| 26752 |
Avenity AI Visibility
Claim
Hireable AI-visibility service: get a business named in AI answers. Free audit …
|
B 81 3⁄5 | ||||||||
| 26753 |
Free contractor-license checks from official state records; a no-match never pr…
|
B 81 2⁄5 | ||||||||
| 26754 |
Watch domains and forecast when they drop; check a name's domain, handles, and …
|
B 81 2⁄5 | ||||||||
| 26755 |
Web scraping MCP server — scrape, extract structured data, screenshot any site …
|
B 81 3⁄4 | ||||||||
| 26756 |
Monitoring for agencies — uptime, SSL, DNS, blocklists, AI visibility, MCP heal…
|
B 81 2⁄5 | ||||||||
| 26757 |
31 no-AI tools: image conversion and EXIF stripping, App Store assets, colour m…
|
B 81 2⁄5 | ||||||||
| 26758 |
Ambr
Claim
Ricardian contracts for AI agents — dual-format, SHA-256 bound, legible by cons…
|
B 81 3⁄5 | ||||||||
| 26759 |
freightgate-mcp-server
Claim
Shipping intelligence — D&D charges, local charges, inland haulage. x402 USDC p…
|
B 81 3⁄5 | ||||||||
| 26760 |
A read-only verified record of agent-operable GTM tools: search, fetch, compare…
|
B 81 2⁄5 | ||||||||
| 26761 |
Verified answers for AI agents: only from approved documents, with sources, or …
|
B 81 2⁄5 | ||||||||
| 26762 |
social media video downloader: A comprehensive API for extracting video details…
|
B 81 3⁄5 | ||||||||
| 26763 |
College admissions: admit rates by round, your odds, compare colleges, and a mo…
|
B 81 2⁄5 | ||||||||
| 26764 |
Software end-of-life dates, open-source licenses, browser support for web featu…
|
B 81 2⁄5 | ||||||||
| 26765 |
Quant price analysis for agents: TheStrat price action, multi-timeframe signals…
|
B 81 2⁄5 | ||||||||
| 26766 |
Public read-only MCP for products, frameworks, guides, methodology, and blog me…
|
B 81 3⁄5 | ||||||||
| 26767 |
Get wholesale quotes and order industrial, MRO, and operational supplies from a…
|
B 81 3⁄5 | ||||||||
| 26768 |
Scan any public website and see how ready it is for AI agents and AI search, ex…
|
B 81 2⁄5 | ||||||||
| 26769 |
Deterministic JSON, routing and verification tools for AI agents, paid via x402…
|
B 81 2⁄5 | ||||||||
| 26770 |
Evaluates UI designs for WCAG accessibility issues automated scanners miss. Pai…
|
B 81 3⁄5 | ||||||||
| 26771 |
Banking for AI agents: wallet, US bank account, prepaid cards, and Venmo, PayPa…
|
B 81 2⁄5 | ||||||||
| 26772 |
Quick public-site AI readiness scans with scores, issues, and a full-audit link.
|
B 81 2⁄5 | ||||||||
| 26773 |
Subvenciones, licitaciones y contratos adjudicados de España, de fuentes oficia…
|
B 81 2⁄5 | ||||||||
| 26774 |
verilexdata-mcp
Claim
20 structured datasets (NPI healthcare, SEC filings, OFAC sanctions, crypto wha…
|
B 81 3⁄4 | ||||||||
| 26775 |
I create markdown content calendars and export them as PDFs via PDF Generator M…
|
B 81 2⁄5 | ||||||||
| 26776 |
Compare live GPU cloud rental prices and match workloads to the cheapest provid…
|
B 81 2⁄5 | ||||||||
| 26777 |
Data feeds for AI agents: list products, sign up, check balance, get a top-up l…
|
B 81 3⁄5 | ||||||||
| 26778 |
Read-only discovery of Framekeep capabilities, security boundaries, and public …
|
B 81 2⁄5 | ||||||||
| 26779 |
Cited EOR provider fees, coverage and models, plus employer costs in 139 countr…
|
B 81 2⁄5 | ||||||||
| 26780 |
Ship24 tracking API as MCP tools: manage trackers, fetch results, list couriers.
|
B 81 2⁄5 | ||||||||
| 26781 |
Fitness MCP: AI personal trainer, workouts, injury exercise swaps, race pacing.…
|
B 81 2⁄5 | ||||||||
| 26782 |
PERM, prevailing wage and H-1B case status, DOL's queue and the visa bulletin, …
|
B 81 2⁄5 | ||||||||
| 26783 |
Read-only US public-data screening tools with free Basic and Evidence tiers.
|
B 81 2⁄5 | ||||||||
| 26784 |
Read-only city guides and public itineraries for family and group trips.
|
B 81 2⁄5 | ||||||||
| 26785 |
Share an HTML page or PDF as a short public link. No account or API key, expire…
|
B 81 3⁄5 | ||||||||
| 26786 |
MCP server for Domotz network monitoring and management. Enables AI assistants …
|
B 81 3⁄4 | ||||||||
| 26787 |
Agents-first viral-hook engine: generate, score, and remix short-form hooks ove…
|
B 81 3⁄5 | ||||||||
| 26788 |
Checks a claim at its primary source and grades it. A person reviews every answ…
|
B 81 2⁄5 | ||||||||
| 26789 |
Neutral on-chain execution benchmarking: slippage, revert rates, MEV, and DEX f…
|
B 81 2⁄5 | ||||||||
| 26790 |
5,400+ manufacturing calculators plus live U.S. tariff, PMI, cost-index, wage, …
|
B 81 3⁄5 | ||||||||
| 26791 |
Official Canadian federal and provincial government news releases from the last…
|
B 81 2⁄5 | ||||||||
| 26792 |
Provides comprehensive Swiss agricultural environmental compliance data coverin…
|
B 81 3⁄4 | ||||||||
| 26793 |
Pay-per-call checks for AI agents: sanctions, MiCA, French KYB, AI Act. USDC vi…
|
B 81 2⁄5 | ||||||||
| 26794 |
Spotify: Spotify Data API for Millions of songs & podcasts, artists, albums, pl…
|
B 81 2⁄5 | ||||||||
| 26795 |
Aviation identity resolution and an AI use-case atlas, with provenance and temp…
|
B 81 2⁄5 | ||||||||
| 26796 |
Capture batches of public web pages in a real browser and download the screensh…
|
B 81 3⁄5 | ||||||||
| 26797 |
US county court directory: clerk, courthouse address, e-filing, filing fees, an…
|
B 81 2⁄5 | ||||||||
| 26798 |
Find scored B2B leads, read campaign replies and send approved LinkedIn outreac…
|
B 81 2⁄5 | ||||||||
| 26799 |
Veterans benefits and VA claims reference: VA disability ratings, compensation …
|
B 81 2⁄5 | ||||||||
| 26800 |
Calculators accessible via MCP with real-time collaborative sessions and sharea…
|
B 81 3⁄5 | ||||||||