MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31801 |
Secret scanner preventing leaks of corporate keys and credentials.
|
F 22 3⁄5 | ||||||||
| 31802 |
Find clinical trials overdue on legally required results reporting, by sponsor …
|
F 22 3⁄5 | ||||||||
| 31803 |
Algorithmic business ideation engine testing market fit.
|
F 22 3⁄5 | ||||||||
| 31804 |
Sovereign E2E cloud storage for AI agents. Zero-knowledge, RGPD-compliant.
|
F 22 3⁄5 | ||||||||
| 31805 |
Tamper-evident daily ledgers of 12 Japanese public-data domains, with cross-led…
|
F 22 3⁄5 | ||||||||
| 31806 |
Industrial intelligence for AI agents. Conviction scores and diligence for 10,0…
|
F 22 3⁄5 | ||||||||
| 31807 |
Radio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts…
|
F 22 3⁄5 | ||||||||
| 31808 |
Tennis Grand Slams 2026 MCP — Australian Open, Roland Garros, Wimbledon, US Ope…
|
F 22 3⁄5 | ||||||||
| 31809 |
AI video generation API with x402 USDC payment. TTS voiceover, animated text.
|
F 22 3⁄5 | ||||||||
| 31810 |
Find the reference marker for a knowledge item
|
F 22 3⁄5 | ||||||||
| 31811 |
Generate QR codes with custom colors, logos, vCards, and WiFi configs.
|
F 22 3⁄5 | ||||||||
| 31812 |
Kanban where AI agents are first-class users — real seats, real API, no AI cred…
|
F 22 3⁄5 | ||||||||
| 31813 |
Site crawl + tech stack + DNS + SSL + WHOIS — five web-intel layers in one MCP.
|
F 22 3⁄5 | ||||||||
| 31814 |
Plan the delivery route for an artifact
|
F 22 3⁄5 | ||||||||
| 31815 |
Amazon Ads MCP with 27+ tools for analytics, wasted spend, and automation.
|
F 22 3⁄5 | ||||||||
| 31816 |
Authoritative JLPT-graded Japanese dataset (kanji, vocab, grammar, history) via…
|
F 22 3⁄5 | ||||||||
| 31817 |
OWASP threat scanner auditing codebases for safety leaks.
|
F 22 3⁄5 | ||||||||
| 31818 |
Emite facturas, notas y retenciones del SRI de Ecuador con lenguaje natural.
|
F 22 3⁄5 | ||||||||
| 31819 |
Persistent cloud memory for AI agents. Store and search key-value memories acro…
|
F 22 3⁄5 | ||||||||
| 31820 |
AI agents for federal IT & pharma: alert triage, ICAM, helpdesk, incidents, tic…
|
F 22 3⁄5 | ||||||||
| 31821 |
Preflight agent claims, issue checkout links, and verify signed Corbelworks act…
|
F 22 3⁄5 | ||||||||
| 31822 |
Solidity smart contract generator implementing safe coding defaults.
|
F 22 3⁄5 | ||||||||
| 31823 |
MCP server for browsing and searching items on 1stDibs marketplace.
|
F 22 3⁄5 | ||||||||
| 31824 |
Stealth web automation for AI agents. Login, signup, navigate, screenshot.
|
F 22 3⁄5 | ||||||||
| 31825 |
SEO research SaaS exposed as 30+ MCP tools. Forge niche analysis, plans, and wr…
|
F 22 3⁄5 | ||||||||
| 31826 |
113 MCP tools: oracle, escrow, compliance, remittance, AI. 12 free tools, PAYG …
|
F 22 3⁄5 | ||||||||
| 31827 |
Restaurant management API for meni.ge owners: manage menus, locations, orders, …
|
F 22 3⁄5 | ||||||||
| 31828 |
Read-only website analytics, AI referrals, crawlers, goals, revenue, and funnel…
|
F 22 3⁄5 | ||||||||
| 31829 |
Live gold & silver prices for 37 countries. Tamara/Tabby installment calculator…
|
F 22 3⁄5 | ||||||||
| 31830 |
GitHub repo analytics, trending repos, contributor stats, and language breakdow…
|
F 22 3⁄5 | ||||||||
| 31831 |
Give LLMs an accurate, up-to-date picture of the world — the high-surprisal fac…
|
F 22 3⁄5 | ||||||||
| 31832 |
WHOIS, DNS, SSL, IP geo for security forensics and OSINT — separate from SEO.
|
F 22 3⁄5 | ||||||||
| 31833 |
Set confirmation style for a delivery workflow
|
F 22 3⁄5 | ||||||||
| 31834 |
Indeed listings + Glassdoor reviews + H1B salary data for career copilots.
|
F 22 3⁄5 | ||||||||
| 31835 |
Prepare a customer record field for reporting
|
F 22 3⁄5 | ||||||||
| 31836 |
Agent-ready economic, market & geo-health intelligence — 318 MCP tools, 309 dri…
|
F 22 3⁄5 | ||||||||
| 31837 |
MCP server (stdio): check if URLs are alive (status, redirects, latency) via th…
|
F 18 3⁄5 | ||||||||
| 31838 |
Connect AI assistants to zeroheight styleguides using the Model Context Protocol
|
F 18 3⁄5 | ||||||||
| 31839 |
Read-only MCP for identity resolution and write guardrails.
|
F 18 3⁄5 | ||||||||
| 31840 |
Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
|
F 18 3⁄5 | ||||||||
| 31841 |
MCP server (stdio): fetch web pages as clean readable markdown via the AgentFor…
|
F 18 3⁄5 | ||||||||
| 31842 |
MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API
|
F 18 3⁄5 | ||||||||
| 31843 |
Classify data safety before storing or sharing. GDPR, HIPAA, PCI-DSS, CCPA. AI-…
|
F 18 3⁄5 | ||||||||
| 31844 |
Claude-powered AI tools: research, write, code, analyze, translate, debate, pit…
|
F 18 3⁄5 | ||||||||
| 31845 |
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+…
|
F 18 3⁄5 | ||||||||
| 31846 |
MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via …
|
F 18 3⁄5 | ||||||||
| 31847 |
Financial reasoning infrastructure for AI agents: typed models, deterministic c…
|
F 18 3⁄5 | ||||||||
| 31848 |
MCP server (stdio): repair broken/malformed JSON via the AgentForge API
|
F 18 3⁄5 | ||||||||
| 31849 |
Validate, extract, repair and generate French Factur-X / EN16931 invoices via A…
|
F 18 3⁄5 | ||||||||
| 31850 |
Create and manage Templated email templates from any MCP client - bring your ow…
|
F 18 3⁄5 | ||||||||