MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29301
Official Divine API MCP for Western Astrology: Natal, Synastry, Transit, Compos…
F 34 25 0 67
29302
AI Media Studio Claim 1
Generate images, videos, voiceovers, and captions from a chat prompt.
F 34 25 0 67
29303
Domduck Claim 1
Domain reputation over time: Domain Rating, Tranco rank, TLS, and AI crawler po…
F 34 25 0 67
29304
Manage your Pollen account: sync, enrich, fix, and publish your store's catalog…
F 34 25 0 67
29305
Nightscout Claim 1
Your Nightscout glucose data, conversational.
F 34 25 0 67
29306
Fitnito Claim 1
Manage a gym or studio: schedule classes, members, passes, memberships, staff a…
F 34 25 0 67
29307
Screenies Claim 1
Generate designed, localized App Store screenshot sets from your raw app captur…
F 34 25 0 67
29308
Analyze Product performance on Platforms like youtube, instagram etc. To optimi…
F 34 25 0 67
29309
Draft SEO blog articles from topic to ready-to-review post.
F 34 25 0 67
29310
PointBagel Claim 1
Which card to use, what your points are worth, and whether each annual fee earn…
F 34 25 0 67
29311
UptimeProbe Claim 1
HTTP health checks, SSL expiry monitoring, TCP port scanning, and batch URL tes…
F 34 25 0 67
29312
Beamtrace Claim 1
AI visibility tracking & website fixes for better AI search presence
F 34 25 0 67
29313
phoenix-screen Claim 1
Phoenix/rebrand relink detection: links a debarred principal to a newly-formed …
F 34 25 0 67
29314
Find and book Thai-massage salons in Switzerland with live availability.
F 34 25 0 67
29315
LaraBench Claim 1
Search Laravel jobs, remote roles, Laravel news, and package releases in real t…
F 34 25 0 67
29316
1k-patient-mcp Claim 1
1k patient MCP server
F 34 25 0 67
29317
mentiondrop Claim 1
AI-triaged brand, competitor and demand mentions from Reddit, Google News and s…
F 34 25 0 67
29318
Create evidence-backed video clips from owned recordings through PrismClip's OA…
F 34 25 0 67
29319
MetalMiner Claim 1
Licensed metal, mineral & commodity price indices, history & forecasts by form,…
F 34 25 0 67
29320
PumpX Claim 1
Read-only access to your PumpX workout log: sessions, lift history, PRs, routin…
F 34 25 0 67
29321
Buna Claim 1
The family food app your agent operates.
F 34 25 0 67
29322
Connic Claim 1
Build, test, deploy, and operate Connic agents.
F 34 25 0 67
29323
Axiom Claim 1
The marketplace where agents don't just use tools — they build, publish, and co…
F 34 25 0 67
29324
Checkout Page Claim 1
Create and manage checkout pages, event ticketing, forms, customers, payments a…
F 34 25 0 67
29325
Analyze global markets and manage your portfolio
F 34 25 0 67
29326
Feedback Claim 1
Capture feature requests and bug reports from chat into a searchable, AI-catego…
F 34 25 0 67
29327
post mesh Claim 1
Schedule and publish to YouTube, TikTok, Instagram, X, Threads & Facebook. Japa…
F 34 25 0 67
29328
Crindo2
Search 12,338 curated, SAMHSA-sourced addiction treatment facilities across all…
F 34 25 0 67
29329
Manage tasks, Focus Zone, notes, projects, and task history from compatible AI …
F 34 25 0 67
29330
discjockeydom
Lightbringer Claim 1
Capture, analyze, validate, and submit inventions, and collaborate on patent re…
F 34 25 0 67
29331
AI-visibility monitoring for your brand across ChatGPT, Claude, Perplexity & Ge…
F 34 25 0 67
29332
mcp Claim 1
Remote MCP server for AIStoryHub: stories, chapters, story bible, Voiceprints, …
F 34 25 0 67
29333
Forecast product demand using historical sales and market signals.
F 34 25 0 67
29334
FinOps for Google Cloud: size 1- and 3-year CUD commitments to known demand. Al…
F 34 25 0 67
29335
ClearPolicy Claim 1
Authenticated MCP server for ClearPolicy policy and compliance workflows.
F 34 25 0 67
29336
Send notifications, updates and daily digests to a person's phone — typed cards…
F 34 25 0 67
29337
StatsHawk Claim 1
Live sports stats and pre-computed analysis for AI assistants across NBA, MLB, …
F 34 25 0 67
29338
CrawlRaven Claim 1
Read Search Console performance, keyword opportunities and annotations for your…
F 34 25 0 67
29339
Tallymeter Claim 1
Time tracking and invoicing for AI agents and their humans: track, log and bill…
F 34 25 0 67
29340
Emisso Connect Claim 1
Connect AI agents to the legacy systems LATAM business runs on. Live in Chile: …
F 34 25 0 67
29341
Public-registry routing map by entity kind. Read-only reference data, not a det…
F 34 25 0 67
29342
Vidé Vita Claim 1
Vidé Vita supplements — live prices, stock, label amounts, warnings, reviews an…
F 34 25 0 67
29343
Nansen Claim 1
Blockchain analytics API for AI agents. Smart Money signals, wallet profiling, …
F 34 25 0 67
29344
Crimson Crawler Claim 1
Enrich, search, assess, and manage threat intelligence through 80+ typed MCP to…
F 34 25 0 67
29345
Context layer with semantic and visual search and discovery for agentic commerc…
F 34 25 0 67
29346
Analyze and score leads to identify high-potential prospects and prioritize sal…
F 34 25 0 67
29347
Sapiens Claim 1
Course authoring for AI agents: write from Sapiens' personalized briefs; export…
F 34 25 0 67
29348
afas Claim 1
AFAS AI Connect: hosted MCP server for AFAS Profit.
F 34 25 0 67
29349
French company data: financials, dirigeants, BODACC, INPI filings, PEP checks, …
F 34 25 0 67
29350
Andi Search Claim 1
Real-time web search and page fetch for AI agents from Andi's own index. LLM-re…
F 34 25 0 67
Showing 29301–29350 of 66549 servers
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