MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31751
A UPí, IA da upCampo: consulte a fazenda, tire dúvidas do sistema e registre la…
F 34 2⁄5 ◔ — — 0 — 67 —
31752
MoreLike Claim 1
Track the TV and films you watch, and find more like them, by talking to your o…
F 34 2⁄5 ◔ — — 0 — 67 —
31753
Seedance 2.5 and 2.0 video and Seedream images through the KreatorFlow develope…
F 34 2⁄5 ◔ — — 0 — 67 —
31754
BitsWeave Claim 1
Read and write shared BitsWeave context, projects, tasks, and work sessions thr…
F 34 2⁄5 ◔ — — 0 — 67 —
31755
causely-oss
causely Claim 1
Causal reasoning for reliability: root cause, blast radius, and service health …
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31756
bannerproof
Bannerproof Claim 1
EU cookie-consent audit: trackers before consent, Reject all, Consent Mode v2, …
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31757
Spider Cloud Claim 1
Crawl, scrape, search the web, and automate browsers at scale with anti-bot byp…
F 34 2⁄5 ◔ — — 0 — 67 —
31758
Gelborn
Clean Notes Claim 1
Kanban tasks and project notes for AI clients, with OAuth and per-project read …
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31759
Adviserry Claim 1
Search your newsletter and YouTube archive, drafted actions and working context…
F 34 2⁄5 ◔ — — 0 — 67 —
31760
Best Image and video generation: 20+ models (Kling, Seedance, Veo, NB, FLUX.2),…
F 34 2⁄5 ◔ — — 0 — 67 —
31761
All the ease of Claude. All the rigor of a real macro tracker.
F 34 2⁄5 ◔ — — 0 — 67 —
31762
wc-2026 Claim 1
FIFA World Cup 2026 schedule MCP — 104 matches, 62 country teams, jerseys, venu…
F 34 2⁄5 ◔ — — 0 — 67 —
31763
BitterClip Claim 1
Video editor and producer that remembers everything you've recorded.
F 34 2⁄5 ◔ — — 0 — 67 —
31764
datavessel Claim 1
200+ read/write tools for GA4, Search Console, Google Ads, Shopify, WooCommerce…
F 34 2⁄5 ◔ — — 0 — 67 —
31765
Answers about your own company from its recorded knowledge, and shows where its…
F 34 2⁄5 ◔ — — 0 — 67 —
31766
Gringo Funnels Claim 1
Create, publish and track sales funnels and Sites with custom domains from any …
F 34 2⁄5 ◔ — — 0 — 67 —
31767
⚠️ DEPRECATED — G2's Cloudflare anti-bot defeats free scraping. Not commerciall…
F 34 2⁄5 ◔ — — 0 — 67 —
31768
Read-only crypto research: prices, funding, liquidations, market context, news …
F 34 2⁄5 ◔ — — 0 — 67 —
31769
CiteHawk Claim 1
AI-search visibility (GEO) analytics: brand scores, competitor rankings, recomm…
F 34 2⁄5 ◔ — — 0 — 67 —
31770
BugScreen Claim 1
Configure mobile bug reporting and investigate retained reports with your codin…
F 34 2⁄5 ◔ — — 0 — 67 —
31771
Patricia Claim 1
AI coworker for service businesses. Read a Slack workspace's context and hand P…
F 34 2⁄5 ◔ — — 0 — 67 —
31772
28 pay-per-call web/data tools: RDAP, SSL, DNS, SEO, FX, crypto, more. 0.01 USD…
F 34 2⁄5 ◔ — — 0 — 67 —
31773
Our MCP Server connects AI workflows to current, curated cyber threat intellige…
F 34 2⁄5 ◔ — — 0 — 67 —
31774
Reigniter Claim 1
Make on-brand video adverts, presenter videos and training videos from your AI …
F 34 2⁄5 ◔ — — 0 — 67 —
31775
Gro Claim 1
Manage subscriptions, customers and email campaigns in your Gro account.
F 34 2⁄5 ◔ — — 0 — 67 —
31776
Onsomble Claim 1
Track how AI assistants talk about your brand and market, and learn how to show…
F 34 2⁄5 ◔ — — 0 — 67 —
31777
Repo-to-RAG Claim 1
GitHub repository vectorizer and context synthesizer for RAG pipelines.
F 34 2⁄5 ◔ — — 0 — 67 —
31778
AlgoVesta
Trade 16 crypto exchanges + MetaTrader 5 from your AI assistant via one MCP con…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31779
Tovan Claim 1
Designs custom electronic devices from a plain-words description and has them m…
F 34 2⁄5 ◔ — — 0 — 67 —
31780
Image/video text & watermark erasure; TikTok/X links. OAuth; upload via host or…
F 34 2⁄5 ◔ — — 0 — 67 —
31781
Lundio Claim 1
Swiss commercial register: companies, officers, bankruptcy risk, and your monit…
F 34 2⁄5 ◔ — — 0 — 67 —
31782
discjockeydom
Lightbringer Claim 1
Capture, analyze, validate, and submit inventions, and collaborate on patent re…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31783
TenderHunt Claim 1
Belarus public tenders: search, analytics, docs, and alerts via TenderHunt agen…
F 34 2⁄5 ◔ — — 0 — 67 —
31784
snug-planner Claim 1
The first official family-planner MCP: tasks, calendar, meals, shopping and rem…
F 34 2⁄5 ◔ — — 0 — 67 —
31785
Arketo Claim 1
Draw your app's architecture on a live canvas and flag the bottlenecks and secu…
F 34 2⁄5 ◔ — — 0 — 67 —
31786
Fitnito Claim 1
Manage a gym or studio: schedule classes, members, passes, memberships, staff a…
F 34 2⁄5 ◔ — — 0 — 67 —
31787
ad-spy Claim 1
Facebook/Meta ad-spy: search 1B+ new ads/mo with AI creative categories across …
F 34 2⁄5 ◔ — — 0 — 67 —
31788
Verified Indian electricity tariff calculations, evidence, ToD and solar net me…
F 34 2⁄5 ◔ — — 0 — 67 —
31789
Book a strategy call with Trust Boundary Systems (blockchain, stablecoins, MPC,…
F 34 2⁄5 ◔ — — 0 — 67 —
31790
NexRex Claim 1
Running training and coaching: activities, plans, recovery, rosters and plan dr…
F 34 2⁄5 ◔ — — 0 — 67 —
31791
La-Salida
Hypnothera Claim 1
Personalized hypnosis sessions and multi-day journeys, a free session library, …
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31792
Virtual try-on and on-model AI fashion photography: catalog search, try-on grid…
F 34 2⁄5 ◔ — — 0 — 67 —
31793
jordan-gibbs
One question, one checked answer: quote-verified answers from the web and ~45 s…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31794
Search photos/videos; manage collections, people and duplicates. Requires paid …
F 34 2⁄5 ◔ — — 0 — 67 —
31795
LotsStore Claim 1
Your online store: products, stock, orders, customers and payments into your ow…
F 34 2⁄5 ◔ — — 0 — 67 —
31796
cronping Claim 1
Dead-man's-switch heartbeat monitor for agents, cron jobs & workers. Late ping …
F 34 2⁄5 ◔ — — 0 — 67 —
31797
WAJ Claim 1
Salon, spa and clinic management: bookings, clients, staff, sales reports, inve…
F 34 2⁄5 ◔ — — 0 — 67 —
31798
FindBytes Claim 1
Search classified ads from European marketplaces: rentals, homes, vehicles, sec…
F 34 2⁄5 ◔ — — 0 — 67 —
31799
Custodo Claim 1
Documents, mail, tasks, CRM and expenses of Italian businesses, from the Custod…
F 34 2⁄5 ◔ — — 0 — 67 —
31800
Tomebound Claim 1
Organize and track your Magic: The Gathering collection, decks, prices and impo…
F 34 2⁄5 ◔ — — 0 — 67 —
Showing 31751–31800 of 69419 servers
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