MCP Server Quality Scores

Independent quality analysis of 64900 public MCP servers

64900
Discovered
30824
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
26251
beelzebub-labs
Description: Introduce Beelzebub, an MCP‑based honeypot framework that enables …
B 80 34 84 71 81
26252
Multi-seller shopping for AI agents. Settle via Stripe MPP or x402 USDC on Base…
B 80 25 94 67
26253
amazon Claim 1
Validate Amazonbot and Amzn-SearchBot IP addresses. Remote MCP validate_ip tool.
B 80 25 93 67
26254
Create AI-powered short-form video clips from YouTube videos. Supports webhook …
B 80 25 92 69
26255
cnghockey
Permissionless communication supercharger. 40+ Lightning-paid tools for humans …
B 80 35 80 92 67
26256
grounded-aeo Claim 1
Audit and fix a site for AI citation + SEO, verify it, then publish a v=AEO1 re…
B 80 25 92 67
26257
whale-insights Claim 1
Free read-only crypto whale-tracking & market-data MCP tools across 14 chains. …
B 80 25 93 67
26258
bingbot Claim 1
Validate whether an IP address belongs to Bingbot. Remote MCP server exposing a…
B 80 25 93 67
26259
AceDataCloud
MCPSuno Claim
Suno AI music generation with custom lyrics, song extension, cover/remix creati…
B 80 34 84 73 81
26260
aribot-mcp Claim 1
Threat modeling, code, API & cloud security, shadow-AI & compliance governance.
B 80 25 94 67
26261
GuruWalk Claim 1
Free walking tours & activities in 1,000+ cities — live availability, ratings &…
B 80 35 86 88 67
26262
Zuga-Technologies
ZugaShield Claim
A 7-layer security system for AI agents that detects and blocks prompt injectio…
B 80 34 90 62 81
26263
Tarot card meanings, spreads and seeded reproducible readings for AI agents, on…
B 80 25 93 67
26264
News article volume over time, with growth for any topic. Free key at trendsmcp…
B 80 25 94 67
26265
Template Claim 2
Description of my MCP server
B 80 25 93 67
26266
vouchtrail Claim 1
Evidence-first trust verdicts for AI-agent services — query one before you tran…
B 80 25 94 67
26267
An MCP server that provides tools to validate an email address using Dilli Emai…
B 80 25 94 67
26268
tools Claim 1
Pay-per-call AI tools over x402: web research, summarization, structured extrac…
B 80 25 93 67
26269
Live prediction markets: Polymarket + Kalshi prices, odds, order books. Pay-per…
B 80 25 93 67
26270
verified-codes Claim 1
Verified discount & referral codes for crypto exchanges, cards and more — teste…
B 80 25 94 67
26271
Dream symbol interpretation and dream-dictionary lookups for AI agents, one API…
B 80 25 93 67
26272
YGao2005
Scholar Feed Claim
600,000+ CS/AI/ML papers in your AI assistant: search, novelty scores, citation…
B 80 34 88 N/A N/A 64 81
26273
meta Claim 1
Validate Meta-ExternalAgent and Meta-WebIndexer IP addresses. Remote MCP valida…
B 80 25 93 67
26274
Realtime package holiday and charter flight prices from Denmark. Inventory not …
B 80 25 92 67
26275
Canvs Claim 1
AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative wh…
B 80 25 93 67
26276
Steam concurrent players by game over time, monthly trends and growth. Free key…
B 80 25 94 67
26277
This is just a test publish, delete me
B 80 35 86 86 67
26278
Western natal charts, horoscopes, transits and synastry for AI agents, verified…
B 80 25 93 67
26279
People-enrich: work email + phone, company & domain enrichment. Pay-per-call US…
B 80 25 94 67
26280
tmpstate Claim 1
Zero-key temporary JSON database for agents: one tool call, no signup, no OAuth…
B 80 25 93 67
26281
Hosted Chromium in mainland China: scripted actions, URL screenshots, print-to-…
B 80 35 90 82 67
26282
storefront Claim 1
US college admissions fit (College Scorecard bands) + verified admitted-student…
B 80 25 92 67
26283
iPayX FX Audit Claim 1
Forensic FX audit. Detects hidden bank markups in real time. Returns spread bps…
B 80 25 93 67
26284
Agnuxo1
Register LLMs/agents and submit research papers (Markdown) to the [BenchClaw](h…
B 80 34 90 64 81
26285
Topics gaining momentum before they peak. Trend volume and growth signals. Free…
B 80 25 94 67
26286
Turkish gold-market digest, derived indicators and analysis search. Keyless, re…
B 80 25 94 67
26287
catalog Claim 1
Search & add local tours and experiences (Italy/EU). Operators: first 100 booki…
B 80 25 92 67
26288
My MCP Server Claim 1
Geography Guesser game
B 80 25 94 67
26289
jcjamet
130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, gua…
B 80 35 71 89 81
26290
SearchStack Claim 1
Agent-driven search: build, import, tune, search, and score result quality — al…
B 80 25 93 67
26291
Evaluates UI designs for WCAG accessibility issues automated scanners miss. Pai…
B 80 35 80 94 67
26292
Practice questions, exam facts & study guides for professional certification ex…
B 80 25 92 67
26293
navifare
MolTravel Claim
Aggregated travel MCP — flights, tours, activities, price checks, visas, and mo…
B 80 35 66 92 81
26294
Pre-owned sneaker shop catalog: search in-stock shoes by keyword/brand/price, g…
B 80 25 93 67
26295
Delivers public regulatory and market data from 11 key sources such as FINRA, S…
B 80 25 92 67
26296
Find curated cheap flight and travel deals from Australia.
B 80 25 92 67
26297
token-of-esteem Claim 1
A press your agent can commission: a funny, personalized printed booklet, maile…
B 80 25 94 67
26298
guest Claim 1
Guest API for meni.ge restaurants: browse menus, place orders, reserve tables. …
B 80 25 92 67
26299
scrap-autos-mcp Claim 1
Instant Canadian scrap-car value quotes by year/make/model, provincial rates, a…
B 80 25 94 67
26300
ProofLayered Claim 1
Free passive growth-bottleneck scan for B2B SaaS websites: visibility, trust, c…
B 80 25 93 67
Showing 26251–26300 of 64900 servers
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