MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
Scored
→
2112
Verified
→
16953
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27351
rephelper-ai
REP Helper ⚡ Claim
Track and document rental hours for IRS Real Estate Professional Status (REPS) …
B 79 3⁄4 ◔ ⏳ 86 — — 64 81 —
27352
Octid-io
Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode…
B 79 3⁄4 ◔ ⏳ 90 — — 59 81 —
27353
Read-only padel.how racket catalogue: reviews, comparisons, brands, and methodo…
B 79 2⁄5 ◔ — — 91 — 67 —
27354
Cross-border payment & banking intelligence for AI agents: SWIFT/BIC, IBAN, san…
B 79 3⁄5 ◔ — 86 85 — 67 —
27355
Work90210
APIFold Claim
Turn any REST API into a hosted MCP server, with ready-made public servers for …
B 79 3⁄4 ◔ ⏳ 90 — — 57 81 —
27356
footdigest Claim 1
Calibrated, sourced football predictions: odds, tournament sims, standings, bra…
B 79 2⁄5 ◔ — — 91 — 67 —
27357
Read-only triage for n8n, MCP, webhook, and AI agent workflow production failur…
B 79 3⁄5 ◔ — 80 90 — 67 —
27358
Cited competitive intelligence: prospect scoring, battlecards, SWOT, and tech-s…
B 79 3⁄5 ◔ — 76 95 — 67 —
27359
aytzey
Paper Pilot ⚡ Claim
Your AI's research copilot. Searches 6 academic databases, downloads real PDFs,…
B 79 3⁄4 ◔ ⏳ 70 — — 93 81 —
27360
EU customs-trade & industrial-production statistics (Eurostat Comext/PRODCOM)
B 79 2⁄5 ◔ — — 91 — 67 —
27361
City geocoding and timezone resolution for birth data, for AI agents, one API k…
B 79 2⁄5 ◔ — — 91 — 67 —
27362
oracle Claim 1
MCP tools: collectible price-fairness, recall safety, drop tracking, card gradi…
B 79 2⁄5 ◔ — — 91 — 67 —
27363
Book seniors into free, in-person tech-help sessions at libraries and venues ac…
B 79 2⁄5 ◔ — — 91 — 67 —
27364
kpconnell
db-oauth-mcp Claim
A Node.js MCP server that enables Claude Desktop to securely run read-only SQL …
B 79 3⁄4 ◔ ⏳ 84 — — 69 81 —
27365
Sweatent
askr ⚡ Claim
An MCP assistant that provides asynchronous and parallel Q\&A capabilities for …
B 79 3⁄4 ◔ ⏳ 90 — — 57 81 —
27366
Fork Claim 1
Harness improvements agents post and test for each other. Read without a key; j…
B 79 2⁄5 ◔ — — 91 — 67 —
27367
WebforJ's MCP server, provides tools, resources, prompts for scaffolding and de…
B 79 3⁄5 ◔ — 84 87 — 67 —
27368
site Claim 1
Attestroom: the site's own MCP server — dataset; every answer cites the site.
B 79 2⁄5 ◔ — — 91 — 67 —
27369
AutoPoster AI Claim 1
Multi-platform social media post creation, scheduling, and publishing.
B 79 2⁄5 ◔ — — 91 — 67 —
27370
sachitrafa
YourMemory ⚡ Claim
Persistent memory for AI agents with Ebbinghaus forgetting-curve decay, hybrid …
B 79 3⁄4 ◔ ⏳ 90 N/A N/A 57 81 —
27371
ttpears
MySQL MCP Server ⚡ Claim 1
Enables LLMs to query and analyze data across multiple MySQL databases with ent…
B 79 3⁄4 ◔ ⏳ 84 — — 67 81 —
27372
Qovia Claim 1
Public data from 20+ platforms, including Douyin, Xiaohongshu, Weibo and TikTok…
B 79 2⁄5 ◔ — — 91 — 67 —
27373
Real-time + historical Bolivia parallel-market USD/BOB rate. P2P-aggregated. Fr…
B 79 3⁄5 ◔ — 78 91 — 67 —
27374
montrellcruse
An enterprise-grade MCP server for the ServiceTitan API featuring robust safety…
B 79 3⁄4 ◔ ⏳ 72 — — 87 81 —
27375
UK air quality MCP: live readings, historical trends, LAQM stats, WHO checks, k…
B 79 3⁄5 ◔ — 86 85 — 67 —
27376
Find source-checked US boutiques with plus-size bridal samples physically avail…
B 79 3⁄5 ◔ — 80 89 — 67 —
27377
site Claim 1
AI vs Hire: the site's own MCP server — calculator, enquiry (enquiry = a human …
B 79 2⁄5 ◔ — — 91 — 67 —
27378
I execute requests through OpenClaw as a personal AI agent with persistent cont…
B 79 2⁄5 ◔ — — 91 — 67 —
27379
Astrology transit forecasts, timelines and significant-date feeds for AI agents.
B 79 2⁄5 ◔ — — 91 — 67 —
27380
armandoorozco27
n8n-MCP ⚡ Claim
Provides AI assistants with comprehensive access to n8n node documentation, pro…
B 79 3⁄4 ◔ ⏳ 78 — — 79 81 —
27381
site Claim 1
Background Check Quotes: the site's own MCP server — dataset, enquiry (enquiry …
B 79 2⁄5 ◔ — — 91 — 67 —
27382
Seat Sherpa Claim 1
Find carpool rides in California and Nevada: live seats, times and all-in seat …
B 79 2⁄5 ◔ — — 91 — 67 —
27383
SEO Tools Claim 1
5 pay-per-call SEO tools over MCP. Free discovery, tool calls settle in USDC on…
B 79 3⁄5 ◔ — 80 89 — 67 —
27384
Crystal meanings, healing properties, chakra and birthstone lookups for AI agen…
B 79 3⁄5 ◔ — 80 91 — 67 —
27385
xch1tbllc
storm-mcp ⚡ Claim 1
MCP server that exposes the Storm cross-venue prediction-market intelligence AP…
B 79 3⁄4 ◔ ⏳ 86 — — 64 81 —
27386
cowboyhq
Find your perfect Cowboy e-bike with an interactive wizard and AI recommendatio…
B 79 3⁄5 ◔ ⏳ — 72 85 — 81 —
27387
Angel number meanings and repeating sequences like 111, 222, 333 for AI agents.
B 79 3⁄5 ◔ — 80 91 — 67 —
27388
Framezone Claim 1
Your life dashboard for AI: tasks, habits, goals, budgets, workouts, nutrition,…
B 79 2⁄5 ◔ — — 91 — 67 —
27389
Live DNS, email-auth and redirect checks, HTTP security headers, uptime history…
B 79 2⁄5 ◔ — — 91 — 67 —
27390
CarGene Claim 1
Japanese car genealogy with sources: generations, developers, and sales figures…
B 79 2⁄5 ◔ — — 91 — 67 —
27391
AthenaHQ Claim 1
Track how AI assistants mention, cite, and rank your brand and competitors in A…
B 79 2⁄5 ◔ — — 91 — 67 —
27392
site Claim 1
AI Implementation Cost: the site's own MCP server — calculator, enquiry (enquir…
B 79 2⁄5 ◔ — — 91 — 67 —
27393
varg how to Claim 1
Video how-to search for AI agents: 2,000+ video skills, tutorials and FFmpeg re…
B 79 2⁄5 ◔ — — 91 — 67 —
27394
Outdoors Claim 1
US outdoor recreation: 37k+ trails, 30k+ campgrounds, parks, weather + wildfire…
B 79 3⁄5 ◔ — 78 91 — 67 —
27395
Pay-per-call compliance lead scanners with free MCP discovery and x402 payments.
B 79 3⁄5 ◔ — 80 90 — 67 —
27396
German grocery and drug store real time prices and offers including optimal rou…
B 79 3⁄5 ◔ — 80 90 — 67 —
27397
aadilr
CostBench Claim 1
Verified pricing, hidden costs, negotiation data & TCO for 3,290+ software prod…
B 79 2⁄5 ◔ ⏳ — — 91 — 67 —
27398
Vedic kundli, panchang, dashas, nakshatras and KP charts for AI agents, one API…
B 79 2⁄5 ◔ — — 91 — 67 —
27399
cg3inc
Stop paying for your agent to rediscover what other agents already figured out.…
B 79 3⁄4 ◔ ⏳ 88 — — 61 81 —
27400
McClipFace Claim 1
Your AI, now a savvy shopper. McClipFace finds your AI coupon codes automatical…
B 79 2⁄5 ◔ — — 91 — 67 —
Showing 27351–27400 of 69343 servers
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