MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30201 |
Build and keep small personal apps (worlds) on a person's PersonalOS wall: logs…
|
F 34 2⁄5 | ||||||||
| 30202 |
Make AI videos by chatting: TikTok, Reels, Shorts or long-form YouTube, starrin…
|
F 34 2⁄5 | ||||||||
| 30203 |
Bioprocess design: generate purification routes, simulate fermentation and sepa…
|
F 34 2⁄5 | ||||||||
| 30204 |
Structured Output Agent (Openai)
|
F 34 2⁄5 | ||||||||
| 30205 |
B2B prospect discovery: find companies by industry, size and market, checked ag…
|
F 34 2⁄5 | ||||||||
| 30206 |
YouTube video/channel search, suggestions, details, comments/replies, Shorts, t…
|
F 34 2⁄5 | ||||||||
| 30207 |
Chat-first business management. 40+ tools, 26 templates. Describe your business…
|
F 34 2⁄5 | ||||||||
| 30208 |
AI agents that manage paid ads on Meta, LinkedIn, and Google Ads from any MCP c…
|
F 34 2⁄5 | ||||||||
| 30209 |
Shared AI memory. ChatGPT, Claude, Cursor and any MCP app read and write the sa…
|
F 34 2⁄5 | ||||||||
| 30210 |
Amazon Seller Central and Ads data for AI: account health, FBA inventory, reimb…
|
F 34 2⁄5 | ||||||||
| 30211 |
Chipp: the feature pack and recipe catalog, pack installs, checkout, and the pr…
|
F 34 2⁄5 | ||||||||
| 30212 |
Manage employees, absences, clockings and schedules from an AI assistant.
|
F 34 2⁄5 | ||||||||
| 30213 |
Ask questions about company data, set up watchers on ongoing goals, and catch u…
|
F 34 2⁄5 | ||||||||
| 30214 |
Turn any idea, URL, doc, or PDF into on-brand visuals: 100+ formats, native in …
|
F 34 2⁄5 | ||||||||
| 30215 |
Generate images, video and voice, and read Meta ad libraries, paying per genera…
|
F 34 2⁄5 | ||||||||
| 30216 |
Video, music, voice, images, AI detection and 500+ AI models from one Krater ac…
|
F 34 2⁄5 | ||||||||
| 30217 |
Release management and QA for custom AI assistants: RAG, releases, scored QA, s…
|
F 34 2⁄5 | ||||||||
| 30218 |
The commercial bus vocabulary: what each kind is, seats, use, and licence neede…
|
F 34 2⁄5 | ||||||||
| 30219 |
AI agents query normalized financial services data and run workflows via Milema…
|
F 34 2⁄5 | ||||||||
| 30220 |
Qualify B2B leads: live-web research, Hot/Warm/Cold verdicts with evidence, and…
|
F 34 2⁄5 | ||||||||
| 30221 |
Score a YouTube channel's upload pattern against YouTube's inauthentic-content …
|
F 34 2⁄5 | ||||||||
| 30222 |
Tasks that outlive the chat. Capture features and tasks on your phone; your AI …
|
F 34 2⁄5 | ||||||||
| 30223 |
AI-search visibility (GEO) analytics: brand scores, competitor rankings, recomm…
|
F 34 2⁄5 | ||||||||
| 30224 |
Shared memory for teams and their AI agents: Markdown concepts with typed links…
|
F 34 2⁄5 | ||||||||
| 30225 |
Swiss commercial register: companies, officers, bankruptcy risk, and your monit…
|
F 34 2⁄5 | ||||||||
| 30226 |
Unofficial read-only search over LinkedIn's public Ad Library: 253,610 B2B ads …
|
F 34 2⁄5 | ||||||||
| 30227 |
Idea to patent draft in minutes, with attorney filing.
|
F 34 2⁄5 | ||||||||
| 30228 |
Open forms, surveys and approvals by link: people answer on their phone, your a…
|
F 34 2⁄5 | ||||||||
| 30229 |
Unified API to query AWS, GCP, Azure and generate Terraform/CLI execution kits …
|
F 34 2⁄5 | ||||||||
| 30230 |
Create, edit, and schedule social media posts, carousels, videos, blogs, and em…
|
F 34 2⁄5 | ||||||||
| 30231 |
Apps and sites for your agent, with databases, storage, queues and workflows bu…
|
F 34 2⁄5 | ||||||||
| 30232 |
Make films, ads, images, video, speech and music in Veltake Studio from any AI …
|
F 34 2⁄5 | ||||||||
| 30233 |
Global market intelligence from premier data partners and government agencies, …
|
F 34 2⁄5 | ||||||||
| 30234 |
Keyless Saskatchewan labour-market data: measured wages and rents, roles, jobs,…
|
F 34 2⁄5 | ||||||||
| 30235 |
Programmatic control of the Hiro security platform: scans, tasks, plans, and ap…
|
F 34 2⁄5 | ||||||||
| 30236 |
Recruiter-style resume checker: scores, shortlist decisions, risks, CV rewrites…
|
F 34 2⁄5 | ||||||||
| 30237 |
SEO MCP: Search Console, GA4, SERP and domain data, rank tracking, AI citations…
|
F 34 2⁄5 | ||||||||
| 30238 |
Scrape any e-shop and match products across shops without EAN. API & MCP for AI…
|
F 34 2⁄5 | ||||||||
| 30239 |
First dedicated polo MCP — 2026 USPA, Argentine Triple Crown, British Open. Tou…
|
F 34 2⁄5 | ||||||||
| 30240 |
AI agent infrastructure for discovery, authorization, execution, identity, and …
|
F 34 2⁄5 | ||||||||
| 30241 |
A visual brain for your agents: live, reusable UI fragments and skills to pull …
|
F 34 2⁄5 | ||||||||
| 30242 |
WhatsApp MCP for chats you choose: read/write by default, no daily send quota, …
|
F 34 2⁄5 | ||||||||
| 30243 |
Search and read public Black Water Window Cleaning pages with source URLs.
|
F 34 2⁄5 | ||||||||
| 30244 |
The AI orchestration agent for modern software teams.
|
F 34 2⁄5 | ||||||||
| 30245 |
Operating system for creative companies: clients, projects, estimates, contract…
|
F 34 2⁄5 | ||||||||
| 30246 |
Real estate deal analysis from chat: rental underwriting, buy-box matching, dea…
|
F 34 2⁄5 | ||||||||
| 30247 |
Agent continuity audits, referrals, sponsor packets, and Stripe Checkout for Co…
|
F 34 2⁄5 | ||||||||
| 30248 |
PDF URL → extracted text for bots. Free try then prepaid TEST. https://pdf.kyma…
|
F 34 2⁄5 | ||||||||
| 30249 |
Search US homes for sale by style and budget, with honest buy verdicts and vide…
|
F 34 2⁄5 | ||||||||
| 30250 |
Real tech launch videos, scene by scene: search, see each scene, get timing to …
|
F 34 2⁄5 | ||||||||