MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 4 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31151 |
Image URL → plain text OCR for bots. Free try then prepaid TEST. https://ocr.ky…
|
F 34 2⁄5 | ||||||||
| 31152 |
Read browser bug recordings: video, console, network, steps. Fix the bug and co…
|
F 34 2⁄5 | ||||||||
| 31153 |
AI visibility for your brand: scores, competitors, prompts, site health and art…
|
F 34 2⁄5 | ||||||||
| 31154 |
Query your ISP's revenue, subscribers, payments and routers. Needs a Centipid a…
|
F 34 2⁄5 | ||||||||
| 31155 |
MCP server for Calvix Technology Solutions — query IT services, contact info, a…
|
F 34 2⁄5 | ||||||||
| 31156 |
Run a service business from chat: clients, jobs, quotes, invoices, payments, ex…
|
F 34 2⁄5 | ||||||||
| 31157 |
Discover atmospheric 3D worlds, read controls, and build and publish authorized…
|
F 34 2⁄5 | ||||||||
| 31158 |
ZATCA-compliant Saudi invoicing. Free 24h sandbox key, no signup; 1,000 API wri…
|
F 34 2⁄5 | ||||||||
| 31159 |
GitHub repository vectorizer and context synthesizer for RAG pipelines.
|
F 34 2⁄5 | ||||||||
| 31160 |
Quote, hold and book US house cleaning jobs on a customer's behalf, at each bus…
|
F 34 2⁄5 | ||||||||
| 31161 |
Your WhatsApp history in Claude and ChatGPT: search years of chats, voice notes…
|
F 34 2⁄5 | ||||||||
| 31162 |
Suas IAs nos computadores e projetos da empresa, com permissões, aprovações e a…
|
F 34 2⁄5 | ||||||||
| 31163 |
MCP foncier & urbanisme officiels francais (cadastre, PLU, DVF). LexIA Pro, EDI…
|
F 34 2⁄5 | ||||||||
| 31164 |
No-code databases, forms, portals and AI sites. Manage records and automation v…
|
F 34 2⁄5 | ||||||||
| 31165 |
Pre-transaction risk screening for Ethereum addresses: signed score, sanctions,…
|
F 34 2⁄5 | ||||||||
| 31166 |
NFL analytics tools for AI agents: stats, fantasy, injuries, schedules, and adv…
|
F 34 2⁄5 | ||||||||
| 31167 |
AI agent management: choose what to build, direct every agent from one plan, an…
|
F 34 2⁄5 | ||||||||
| 31168 |
Configure mobile bug reporting and investigate retained reports with your codin…
|
F 34 2⁄5 | ||||||||
| 31169 |
Build and edit WordPress websites for local service businesses and run Lead Gen…
|
F 34 2⁄5 | ||||||||
| 31170 |
Your own health records from Vora, Still, Stackwell and Joiva in your AI assist…
|
F 34 2⁄5 | ||||||||
| 31171 |
Connect authorized ad accounts to AI assistants for audits, reporting, and appr…
|
F 34 2⁄5 | ||||||||
| 31172 |
Make branded PDFs and images from reusable templates, brand kits, and your data.
|
F 34 2⁄5 | ||||||||
| 31173 |
Game assets for your agent: sprites, turnarounds, animations, 3D characters, pr…
|
F 34 2⁄5 | ||||||||
| 31174 |
Build, test and measure ecommerce pages and stores. Every change waits as a dra…
|
F 34 2⁄5 | ||||||||
| 31175 |
Adversarial verification for AI agents - pay an independent skeptic per verdict…
|
F 34 2⁄5 | ||||||||
| 31176 |
Share approved, expiring details with family or between your own AI assistants.
|
F 34 2⁄5 | ||||||||
| 31177 |
Chipp: software factory tickets: list, read, file, reply, retry, cancel, propos…
|
F 34 2⁄5 | ||||||||
| 31178 |
One-call domain audit: MX receiving, SPF/DMARC/DKIM spoofing protection, dispos…
|
F 34 2⁄5 | ||||||||
| 31179 |
Generate PDFs from your Papely templates: one document, a ZIP batch, or emailed…
|
F 34 2⁄5 | ||||||||
| 31180 |
Job board: developers post paid review gigs for apps, websites and games; creat…
|
F 34 2⁄5 | ||||||||
| 31181 |
Save flashcards to Azri, the FSRS spaced repetition app for iPhone and iPad, an…
|
F 34 2⁄5 | ||||||||
| 31182 |
Find available slots and manage bookings, users, and forms in the SuperSaaS sch…
|
F 34 2⁄5 | ||||||||
| 31183 |
AI data-center design engine: size, validate & lay out Rubin-era data centers. …
|
F 34 2⁄5 | ||||||||
| 31184 |
Approval-first store operator MCP: drafts, reads, and shop tools. You still app…
|
F 34 2⁄5 | ||||||||
| 31185 |
Turn chat invoices into drafts in Daftra accounting. 16 tools, OAuth sign-in, h…
|
F 34 2⁄5 | ||||||||
| 31186 |
Every project you have going, on one board your coding agents keep current and …
|
F 34 2⁄5 | ||||||||
| 31187 |
Run every client's AI from one console: workspaces, roles, MCP tools, approvals…
|
F 34 2⁄5 | ||||||||
| 31188 |
Bulk edit Shopify products from an AI agent: search, preview, apply and undo ca…
|
F 34 2⁄5 | ||||||||
| 31189 |
AI-native market research: research studies, persona audience studies, analysis…
|
F 34 2⁄5 | ||||||||
| 31190 |
Your personal AI agent. Hand it anything. Search knowledge, read briefs, and de…
|
F 34 2⁄5 | ||||||||
| 31191 |
Organize and track your Magic: The Gathering collection, decks, prices and impo…
|
F 34 2⁄5 | ||||||||
| 31192 |
AI-native operating system for general contractors: estimates, takeoff, bids, p…
|
F 34 2⁄5 | ||||||||
| 31193 |
REST-to-MCP for UK hospitality. Safety proxy: circuit-breakers, rate limits, wh…
|
F 34 2⁄5 | ||||||||
| 31194 |
Documents, mail, tasks, CRM and expenses of Italian businesses, from the Custod…
|
F 34 2⁄5 | ||||||||
| 31195 |
Pilotez un site SPIP depuis Claude ou ChatGPT : rubriques, articles, médias, FA…
|
F 34 2⁄5 | ||||||||
| 31196 |
Real estate deal underwriting, rent rolls, T12s and portfolio data for your DeC…
|
F 34 2⁄5 | ||||||||
| 31197 |
Running training and coaching: activities, plans, recovery, rosters and plan dr…
|
F 34 2⁄5 | ||||||||
| 31198 |
Creator product picks with daily-verified store prices and Avahit's own price h…
|
F 34 2⁄5 | ||||||||
| 31199 |
Create evidence-backed video clips from owned recordings through PrismClip's OA…
|
F 34 2⁄5 | ||||||||
| 31200 |
Real estate deal analysis from chat: rental underwriting, buy-box matching, dea…
|
F 34 2⁄5 | ||||||||