MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30051 |
Turn any idea, URL, doc, or PDF into on-brand visuals: 100+ formats, native in …
|
F 34 2⁄5 | ||||||||
| 30052 |
AI sales agent: finds B2B buyers, researches each one, writes from your account…
|
F 34 2⁄5 | ||||||||
| 30053 |
Make faceless YouTube videos and Shorts from a topic or script, then publish to…
|
F 34 2⁄5 | ||||||||
| 30054 |
On-brand AI image and video campaigns with persistent characters and products, …
|
F 34 2⁄5 | ||||||||
| 30055 |
Score short vertical video ads by link: hook, story, offer, audience, picture a…
|
F 34 2⁄5 | ||||||||
| 30056 |
Your travel history and upcoming trips: flights, stays, activities, places, pho…
|
F 34 2⁄5 | ||||||||
| 30057 |
Autonomous cloud agent tasks: real browser + your tools, structured evidence-ba…
|
F 34 2⁄5 | ||||||||
| 30058 |
Triathlon coaching: training plans, load (CTL/ATL/TSB), session grading and rac…
|
F 34 2⁄5 | ||||||||
| 30059 |
AI Voice Production Agent: picks from 30+ TTS models, fixes pronunciation, vali…
|
F 34 2⁄5 | ||||||||
| 30060 |
Cloud memory for AI agents and teams — save, search, recall.
|
F 34 2⁄5 | ||||||||
| 30061 |
Build your Lunafic roleplay worlds and their wiki by talking, and read back the…
|
F 34 2⁄5 | ||||||||
| 30062 |
Make faceless YouTube videos and Shorts from chat: script, scenes, voice, capti…
|
F 34 2⁄5 | ||||||||
| 30063 |
Portable memory for AI agents: capture once, recall across Claude, Cursor, and …
|
F 34 2⁄5 | ||||||||
| 30064 |
Manage social accounts, drafts, images, publishing, and scheduling with PostPip…
|
F 34 2⁄5 | ||||||||
| 30065 |
Trainable non-fiction writing voice, presets, and an anti-AI-tells audit for Cl…
|
F 34 2⁄5 | ||||||||
| 30066 |
A CRM with AI agents that take B2B inquiries to a signed contract. Contacts, de…
|
F 34 2⁄5 | ||||||||
| 30067 |
Data and tools for your AI agent: company, people, SEO, social and EU register …
|
F 34 2⁄5 | ||||||||
| 30068 |
AI UGC videos of your store's products: read a product, write 3 scripts, make t…
|
F 34 2⁄5 | ||||||||
| 30069 |
Control a Loxone Miniserver smart home: lights, blinds, climate, scenes and ene…
|
F 34 2⁄5 | ||||||||
| 30070 |
Shared baby tracker: log feeds, sleep, nappies and solids; check nap windows an…
|
F 34 2⁄5 | ||||||||
| 30071 |
Generate synthetic random user data for testing, demos, and development without…
|
F 34 2⁄5 | ||||||||
| 30072 |
Query your AI agents' traces, errors, cost and alerts in Rius, the agent observ…
|
F 34 2⁄5 | ||||||||
| 30073 |
The knowledge base your AI reads and writes, under your rules — over MCP, EU-ho…
|
F 34 2⁄5 | ||||||||
| 30074 |
Crypto perp funding, spreads and listings, plus your own Arbitron cards, trades…
|
F 34 2⁄5 | ||||||||
| 30075 |
Query Churn Solution cancellation-flow metrics, revenue, and feedback analytics…
|
F 34 2⁄5 | ||||||||
| 30076 |
AI image and video generation, talking avatars, consistent characters and photo…
|
F 34 2⁄5 | ||||||||
| 30077 |
Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs…
|
F 34 2⁄5 | ||||||||
| 30078 |
Game-design skills for AI agents: describe a problem, get the right skill. Plus…
|
F 34 2⁄5 | ||||||||
| 30079 |
Cross-model memory for people and teams: one memory every AI you use loads at s…
|
F 34 2⁄5 | ||||||||
| 30080 |
Crypto perps for AI agents: funding, open interest, liquidations, order book, C…
|
F 34 2⁄5 | ||||||||
| 30081 |
Confidential compute and inference sold to agents over x402 USDC, plus an agent…
|
F 34 2⁄5 | ||||||||
| 30082 |
EU cookie-consent audit: trackers before consent, Reject all, Consent Mode v2, …
|
F 34 2⁄5 | ||||||||
| 30083 |
Create on-brand marketing deliverables and GTM docs with AI-powered blueprints …
|
F 34 2⁄5 | ||||||||
| 30084 |
Augment your work with Liminal. Stop repeating yourself and build on what’s alr…
|
F 34 2⁄5 | ||||||||
| 30085 |
Every EmpirioLabs model and platform feature as tools: chat, media, search, job…
|
F 34 2⁄5 | ||||||||
| 30086 |
Canadian grocery shelf prices from 80+ stores, every province. Free key: 100 ca…
|
F 34 2⁄5 | ||||||||
| 30087 |
Engineering metrics from Pensero: delivery, quality, AI usage and cost, Signals…
|
F 34 2⁄5 | ||||||||
| 30088 |
Generate images, video, and audio with Glif's media-generation agent
|
F 34 2⁄5 | ||||||||
| 30089 |
Explainable model signals, drivers, news sentiment, SEC filings and macro data …
|
F 34 2⁄5 | ||||||||
| 30090 |
VerifEye Face API: Identify (apparent age, gender, emotions, attention), Onboar…
|
F 34 2⁄5 | ||||||||
| 30091 |
Five AI models debate your decision blind, then give one recommendation and the…
|
F 34 2⁄5 | ||||||||
| 30092 |
SVG Lab MCP: the Design Engine for AI. App screens, icons, illustrations and ch…
|
F 34 2⁄5 | ||||||||
| 30093 |
Find & book real Korean restaurants in any language, in-chat. Seoul, Busan, Jej…
|
F 34 2⁄5 | ||||||||
| 30094 |
Scrape any e-shop and match products across shops without EAN. API & MCP for AI…
|
F 34 2⁄5 | ||||||||
| 30095 |
One question, one checked answer: quote-verified answers from the web and ~45 s…
|
F 34 2⁄5 | ||||||||
| 30096 |
UK Companies House company search, officers and PSC via the official API. Runs …
|
F 34 2⁄5 | ||||||||
| 30097 |
Bring Letterly voice notes and meetings into your AI chat to search, rewrite, t…
|
F 34 2⁄5 | ||||||||
| 30098 |
Read your real phone and browser screen time, and tighten your limits, in the R…
|
F 34 2⁄5 | ||||||||
| 30099 |
Personalized hypnosis sessions and multi-day journeys, a free session library, …
|
F 34 2⁄5 | ||||||||
| 30100 |
Causal reasoning for reliability: root cause, blast radius, and service health …
|
F 34 2⁄5 | ||||||||