MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31301 |
Warehouse dock appointment scheduling: find open slots, book, reschedule, appro…
|
F 34 2⁄5 | ||||||||
| 31302 |
Rent, rooms and tenants for rent-by-the-room landlords: who is late, vacancies,…
|
F 34 2⁄5 | ||||||||
| 31303 |
Evidence-backed video and Reel ideas for a YouTube channel or confirmed public …
|
F 34 2⁄5 | ||||||||
| 31304 |
Turn the AI you already pay for into an SEO agent: measured topics, SERP briefs…
|
F 34 2⁄5 | ||||||||
| 31305 |
SeaOtter dispatches work to a Superteam and checks the delivered outcome before…
|
F 34 2⁄5 | ||||||||
| 31306 |
Read-only energy market data: ISO prices, load, generation, regulatory dockets …
|
F 34 2⁄5 | ||||||||
| 31307 |
Search vehicles, real estate and jobs; manage your listings, alerts, enquiries …
|
F 34 2⁄5 | ||||||||
| 31308 |
HTTP health checks, SSL expiry monitoring, TCP port scanning, and batch URL tes…
|
F 34 2⁄5 | ||||||||
| 31309 |
Dynamic QR codes by chat: edit destinations after printing, smart routing, and …
|
F 34 2⁄5 | ||||||||
| 31310 |
Narrated, captioned videos from a topic or script, editable scene by scene.
|
F 34 2⁄5 | ||||||||
| 31311 |
Launch campaigns, manage ads and analyze performance across Meta, TikTok, Googl…
|
F 34 2⁄5 | ||||||||
| 31312 |
Domain reputation over time: Domain Rating, Tranco rank, TLS, and AI crawler po…
|
F 34 2⁄5 | ||||||||
| 31313 |
Verified Colombian company data by NIT: procurement, business registry, financi…
|
F 34 2⁄5 | ||||||||
| 31314 |
The first MCP governed by ICA. Every action is gated and sealed with a verifiab…
|
F 34 2⁄5 | ||||||||
| 31315 |
Shopify App Store intelligence: keyword ranks, competitors, reviews, revenue. F…
|
F 34 2⁄5 | ||||||||
| 31316 |
Buying signals for Shopify agencies: ranked in-market accounts, outreach, deals…
|
F 34 2⁄5 | ||||||||
| 31317 |
Chat-first business management. 40+ tools, 26 templates. Describe your business…
|
F 34 2⁄5 | ||||||||
| 31318 |
Monitor public pages and JSON endpoints after agents disconnect, with polling a…
|
F 34 2⁄5 | ||||||||
| 31319 |
Free, sourced money limits: money_fact, scheme_lookup, cross_border_check. US/U…
|
F 34 2⁄5 | ||||||||
| 31320 |
The all-in-one YouTube content engine: research, ideas, thumbnails, scripts, an…
|
F 34 2⁄5 | ||||||||
| 31321 |
PostgreSQL database administrator with serverless query routing.
|
F 34 2⁄5 | ||||||||
| 31322 |
AI design studio: briefs to direction boards, HTML prototypes, images and video…
|
F 34 2⁄5 | ||||||||
| 31323 |
Neighbourhood intelligence for any address: livability scores, community and st…
|
F 34 2⁄5 | ||||||||
| 31324 |
Your Caspio data is MCP-enabled. Bring any dataset and put your AI assistants t…
|
F 34 2⁄5 | ||||||||
| 31325 |
Deploy an app onto a server in your own cloud account.
|
F 34 2⁄5 | ||||||||
| 31326 |
Manage influencer campaigns, negotiations, contracts, and creator content on 1s…
|
F 34 2⁄5 | ||||||||
| 31327 |
Scan any URL for on-page, technical & content SEO; 0-100 score with copy-paste …
|
F 34 2⁄5 | ||||||||
| 31328 |
Home energy for AI assistants: live Power flow, Energy history, solar forecast,…
|
F 34 2⁄5 | ||||||||
| 31329 |
Search, read, and automate TextMine documents, records, workflows, integrations…
|
F 34 2⁄5 | ||||||||
| 31330 |
Preventive human-approval write-gate for AI agents: writes commit only after a …
|
F 34 2⁄5 | ||||||||
| 31331 |
Chipp: newsletter topics, audiences, contacts, campaigns and sends
|
F 34 2⁄5 | ||||||||
| 31332 |
Operate your Sapiens Sintéticos AI studio: generate image, article, voice, musi…
|
F 34 2⁄5 | ||||||||
| 31333 |
AI-agent operations for App Store Connect and Google Play, with approval before…
|
F 34 2⁄5 | ||||||||
| 31334 |
One inbox for SMS and email: read threads, search, manage contacts, and send te…
|
F 34 2⁄5 | ||||||||
| 31335 |
Your Atalay business data: sites, domains, mail, invoices, shop, B2B, AI and pr…
|
F 34 2⁄5 | ||||||||
| 31336 |
Write, organize and publish documentation sites, help centers and SOPs on OpenD…
|
F 34 2⁄5 | ||||||||
| 31337 |
Send AI-made document changes for human review, then read the decisions back.
|
F 34 2⁄5 | ||||||||
| 31338 |
Hyperscale Product reads and contract operations over MCP.
|
F 34 2⁄5 | ||||||||
| 31339 |
Build, publish, and grow SEO-ready websites just by chatting with your AI assis…
|
F 34 2⁄5 | ||||||||
| 31340 |
MiCA compliance evidence, stablecoin risk, macro regime, agent governance. 79 t…
|
F 34 2⁄5 | ||||||||
| 31341 |
Hosted DNA/RNA/protein tools: primers, oligos, PCR, cloning, CRISPR, alignment,…
|
F 34 2⁄5 | ||||||||
| 31342 |
BILLZ (Billz) retail store analytics: revenue, profit, stock, top products, cus…
|
F 34 2⁄5 | ||||||||
| 31343 |
Tailor a CV to a job posting: score the match, propose a reviewable rewrite, ex…
|
F 34 2⁄5 | ||||||||
| 31344 |
QuLab MCP remote server (Streamable HTTP) for computational science and lab too…
|
F 34 2⁄5 | ||||||||
| 31345 |
Build and manage your design system with AI: tokens, themes, components, icons,…
|
F 34 2⁄5 | ||||||||
| 31346 |
Remote MCP server for AIStoryHub: stories, chapters, story bible, Voiceprints, …
|
F 34 2⁄5 | ||||||||
| 31347 |
Structured Output Agent (Openai)
|
F 34 2⁄5 | ||||||||
| 31348 |
B2B prospect discovery: find companies by industry, size and market, checked ag…
|
F 34 2⁄5 | ||||||||
| 31349 |
YouTube video/channel search, suggestions, details, comments/replies, Shorts, t…
|
F 34 2⁄5 | ||||||||
| 31350 |
Read-only honeypot, holder and liquidity scam checks for tokens across 64 netwo…
|
F 34 2⁄5 | ||||||||