MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29551 |
The system of record for AI agent authority: playbooks, routed policy questions…
|
F 34 2⁄5 | ||||||||
| 29552 |
Warm CDN and reverse-proxy caches: manage sites, run warms, read cache-hit stat…
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F 34 2⁄5 | ||||||||
| 29553 |
The first official family-planner MCP: tasks, calendar, meals, shopping and rem…
|
F 34 2⁄5 | ||||||||
| 29554 |
YouTube public video, comment, reply, channel, search, and speech-to-text trans…
|
F 34 2⁄5 | ||||||||
| 29555 |
Fugentic MCP server for siert-kt8f7x
|
F 34 2⁄5 | ||||||||
| 29556 |
One place to build, share, and govern the skills and tools your AI agents use a…
|
F 34 2⁄5 | ||||||||
| 29557 |
Scrape Open Library book editions, authors, subjects and identifiers. Pay per r…
|
F 34 2⁄5 | ||||||||
| 29558 |
AI agent for business strategy and business design — run strategy missions and …
|
F 34 2⁄5 | ||||||||
| 29559 |
Real-browser WCAG audit that also finds keyboard-inoperable controls axe-core m…
|
F 34 2⁄5 | ||||||||
| 29560 |
Create branded vertical video ads from ecommerce product URLs or product photos.
|
F 34 2⁄5 | ||||||||
| 29561 |
Apply to Fonzi, manage your profile and resume, browse Companies, and answer In…
|
F 34 2⁄5 | ||||||||
| 29562 |
Generate AI short-form videos and auto-publish them to TikTok, YouTube, Instagr…
|
F 34 2⁄5 | ||||||||
| 29563 |
Remote MCP for 9192 discovery, pricebook, payment rails, GET_PULSE quotes, and …
|
F 34 2⁄5 | ||||||||
| 29564 |
Deterministic operations reconciliation for AI agents: COMPLETE, INCOMPLETE, or…
|
F 34 2⁄5 | ||||||||
| 29565 |
Source code plagiarism, peer similarity, and AI-generated-code detection for AI…
|
F 34 2⁄5 | ||||||||
| 29566 |
Cash flow forecasting: manage scenarios, projections, and bank accounts for you…
|
F 34 2⁄5 | ||||||||
| 29567 |
Turn YouTube playlists into AI flashcards and learn with spaced repetition.
|
F 34 2⁄5 | ||||||||
| 29568 |
All-in-one Shopify SEO. Rank on Google and in AI search. Find what's broken and…
|
F 34 2⁄5 | ||||||||
| 29569 |
Creates 2D motion-graphics videos: kinetic typography, charts, formulas, narrat…
|
F 34 2⁄5 | ||||||||
| 29570 |
Send individual transactional faxes with prepaid credit, delivery status, and s…
|
F 34 2⁄5 | ||||||||
| 29571 |
Static linter for CLAUDE.md-style agent constitution files: 10 operational-guar…
|
F 34 2⁄5 | ||||||||
| 29572 |
Create evidence-backed video clips from owned recordings through PrismClip's OA…
|
F 34 2⁄5 | ||||||||
| 29573 |
Social listening analytics — query topics, filters, trending keywords, and conv…
|
F 34 2⁄5 | ||||||||
| 29574 |
LangChain Login and Token Agent
|
F 34 2⁄5 | ||||||||
| 29575 |
Analyze and manage Apple Ads from your AI assistant with RevenueCat insights an…
|
F 34 2⁄5 | ||||||||
| 29576 |
Vietnam VPS via VietQR — create a machine and put an app online.
|
F 34 2⁄5 | ||||||||
| 29577 |
Build & edit your own website by talking to your LLM: pages, forms, SEO, analyt…
|
F 34 2⁄5 | ||||||||
| 29578 |
Busca semantica de jurisprudencia brasileira: STJ, STF e 9 tribunais estaduais,…
|
F 34 2⁄5 | ||||||||
| 29579 |
Search your newsletter and YouTube archive, drafted actions and working context…
|
F 34 2⁄5 | ||||||||
| 29580 |
Check a product's recall risk: score + active CPSC/FDA/NHTSA recalls for a prod…
|
F 34 2⁄5 | ||||||||
| 29581 |
Read-only access to your PumpX workout log: sessions, lift history, PRs, routin…
|
F 34 2⁄5 | ||||||||
| 29582 |
Read-only public LoveTheNorth video discovery; no writes, private data, or mode…
|
F 34 2⁄5 | ||||||||
| 29583 |
Mozark's MCP server for AI-powered app testing: device access, test automation,…
|
F 34 2⁄5 | ||||||||
| 29584 |
MiCA compliance evidence, stablecoin risk, macro regime, agent governance. 79 t…
|
F 34 2⁄5 | ||||||||
| 29585 |
チームの働き方を支援するグループウェア Work Handler の MCP サーバー。組織・メンバーの参照、出退勤の共有、タイムカード、承認フロー等を本人の…
|
F 34 2⁄5 | ||||||||
| 29586 |
Order & book on AI Transact WordPress sites by AI agent — MCP tools with WhatsA…
|
F 34 2⁄5 | ||||||||
| 29587 |
VAT Validator solving Brazil 2026 Alphanumeric shift. Supports high-precision E…
|
F 34 2⁄5 | ||||||||
| 29588 |
Lucky AI study buddy over your own LlamaNotes courses: chat, progress, and AI c…
|
F 34 2⁄5 | ||||||||
| 29589 |
Discover local events, RSVP, and manage organizer workflows on Mink.
|
F 34 2⁄5 | ||||||||
| 29590 |
Every project you have going, on one board your coding agents keep current and …
|
F 34 2⁄5 | ||||||||
| 29591 |
Causal reasoning for reliability: root cause, blast radius, and service health …
|
F 34 2⁄5 | ||||||||
| 29592 |
Ask about your Agentio campaigns, Creator deals, and performance on YouTube and…
|
F 34 2⁄5 | ||||||||
| 29593 |
Agent-native MCP over US public + government records, entity- and parcel-keyed.
|
F 34 2⁄5 | ||||||||
| 29594 |
Verify Thai bank transfer slips: amount, receiver, date, and duplicate reuse vi…
|
F 34 2⁄5 | ||||||||
| 29595 |
Render video and run AI media tasks from a single declarative JSON request.
|
F 34 2⁄5 | ||||||||
| 29596 |
Search Australian campsites, caravan parks and free camps; weather, gear, road …
|
F 34 2⁄5 | ||||||||
| 29597 |
Search vehicles, real estate and jobs; manage your listings, alerts, enquiries …
|
F 34 2⁄5 | ||||||||
| 29598 |
AI video, image, text and audio tools from your vuela.ai account
|
F 34 2⁄5 | ||||||||
| 29599 |
8 real-estate tools: Zillow, Redfin, Realtor listings, sales, rentals.
|
F 34 2⁄5 | ||||||||
| 29600 |
Private cross-media memory for AI assistants: recommendations, progress and con…
|
F 34 2⁄5 | ||||||||