MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 4 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30651 |
Trust checks for MCP servers: trust scores, tool-drift detection, signed dilige…
|
F 34 2⁄5 | ||||||||
| 30652 |
Make films, ads, images, video, speech and music in Veltake Studio from any AI …
|
F 34 2⁄5 | ||||||||
| 30653 |
Search your saved Captures and Collections, then save useful findings to Scuba.
|
F 34 2⁄5 | ||||||||
| 30654 |
Read your WhatsApp inbox, reply in existing chats, and check and deploy automat…
|
F 34 2⁄5 | ||||||||
| 30655 |
Publish, fork, improve browser games. No-auth reads; OAuth to post. Wheel: veri…
|
F 34 2⁄5 | ||||||||
| 30656 |
SVG Lab MCP: the Design Engine for AI. App screens, icons, illustrations and ch…
|
F 34 2⁄5 | ||||||||
| 30657 |
Find & book real Korean restaurants in any language, in-chat. Seoul, Busan, Jej…
|
F 34 2⁄5 | ||||||||
| 30658 |
Make faceless YouTube videos and Shorts from a topic or script, then publish to…
|
F 34 2⁄5 | ||||||||
| 30659 |
Create professional SVG artwork, icons and vector logos from a prompt, or vecto…
|
F 34 2⁄5 | ||||||||
| 30660 |
See the calls your Vicem answered and ask it to call or message someone, with y…
|
F 34 2⁄5 | ||||||||
| 30661 |
GitHub repository search past the 1,000 cap, with your own token. Runs on Apify.
|
F 34 2⁄5 | ||||||||
| 30662 |
Live TikTok data for AI agents: trends, posts, creators, comments, sounds, hook…
|
F 34 2⁄5 | ||||||||
| 30663 |
MCP server that exposes the Lenderprice platform's capabilities to AI models.
|
F 34 2⁄5 | ||||||||
| 30664 |
Unified API to query AWS, GCP, Azure and generate Terraform/CLI execution kits …
|
F 34 2⁄5 | ||||||||
| 30665 |
Read-only HACCP records of a restaurant: deliveries, temperatures, cleaning, tr…
|
F 34 2⁄5 | ||||||||
| 30666 |
Create on-brand marketing deliverables and GTM docs with AI-powered blueprints …
|
F 34 2⁄5 | ||||||||
| 30667 |
A phone number for your AI: people and their AIs leave messages, your AI reads …
|
F 34 2⁄5 | ||||||||
| 30668 |
Stock research and investor research for trading agents. 16 x402 tools; data fr…
|
F 34 2⁄5 | ||||||||
| 30669 |
Your Google, Meta, Microsoft, TikTok and LinkedIn ads in your AI. Changes wait …
|
F 34 2⁄5 | ||||||||
| 30670 |
Generate startup names with an available .com, checked live, then screen US and…
|
F 34 2⁄5 | ||||||||
| 30671 |
Sovereign AI agents for business: answers from company data, each person's perm…
|
F 34 2⁄5 | ||||||||
| 30672 |
Trainable non-fiction writing voice, presets, and an anti-AI-tells audit for Cl…
|
F 34 2⁄5 | ||||||||
| 30673 |
Tell your AI what you love and it fills your wishlist with gift ideas
|
F 34 2⁄5 | ||||||||
| 30674 |
Plan, draft and schedule social posts for your brand from your assistant.
|
F 34 2⁄5 | ||||||||
| 30675 |
Read MRR, churn, users, errors, AI costs and 0-100 health scores for every app …
|
F 34 2⁄5 | ||||||||
| 30676 |
DISCONTINUED 2026-05-23. Indeed.com Cloudflare + DataDome anti-bot returns HTTP…
|
F 34 2⁄5 | ||||||||
| 30677 |
A growing notebook shared by every AI you use. Save in conversation, recall fro…
|
F 34 2⁄5 | ||||||||
| 30678 |
Hand Rush a task: an agent does the work in its own cloud sandbox and returns a…
|
F 34 2⁄5 | ||||||||
| 30679 |
Cross-model memory for people and teams: one memory every AI you use loads at s…
|
F 34 2⁄5 | ||||||||
| 30680 |
Search, read and draft email across Gmail, Outlook, Yahoo and work accounts in …
|
F 34 2⁄5 | ||||||||
| 30681 |
Explainable model signals, drivers, news sentiment, SEC filings and macro data …
|
F 34 2⁄5 | ||||||||
| 30682 |
Engineering metrics from Pensero: delivery, quality, AI usage and cost, Signals…
|
F 34 2⁄5 | ||||||||
| 30683 |
On-brand AI image and video campaigns with persistent characters and products, …
|
F 34 2⁄5 | ||||||||
| 30684 |
Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs…
|
F 34 2⁄5 | ||||||||
| 30685 |
Ask your AI cost, runway, and guardrails from your real AtlasBurn data — read-o…
|
F 34 2⁄5 | ||||||||
| 30686 |
Read your real phone and browser screen time, and tighten your limits, in the R…
|
F 34 2⁄5 | ||||||||
| 30687 |
Generic URL crawl + HTML extraction — fallback for sites without dedicated MCPs.
|
F 34 2⁄5 | ||||||||
| 30688 |
Portable memory for AI agents: capture once, recall across Claude, Cursor, and …
|
F 34 2⁄5 | ||||||||
| 30689 |
Read and write shared BitsWeave context, projects, tasks, and work sessions thr…
|
F 34 2⁄5 | ||||||||
| 30690 |
Search over 300K U.S. yearbooks, over 100M mentions. Free preview; subscription…
|
F 34 2⁄5 | ||||||||
| 30691 |
Manage social accounts, drafts, images, publishing, and scheduling with PostPip…
|
F 34 2⁄5 | ||||||||
| 30692 |
Canadian grocery shelf prices from 80+ stores, every province. Free key: 100 ca…
|
F 34 2⁄5 | ||||||||
| 30693 |
Triathlon coaching: training plans, load (CTL/ATL/TSB), session grading and rac…
|
F 34 2⁄5 | ||||||||
| 30694 |
Track the TV and films you watch, and find more like them, by talking to your o…
|
F 34 2⁄5 | ||||||||
| 30695 |
Check entire lead, order and inventory CSV/JSONL against approved contracts bef…
|
F 34 2⁄5 | ||||||||
| 30696 |
For individuals and small businesses: draft quotes, quote + agreement docs and …
|
F 34 2⁄5 | ||||||||
| 30697 |
Score short vertical video ads by link: hook, story, offer, audience, picture a…
|
F 34 2⁄5 | ||||||||
| 30698 |
AI image and video generation, talking avatars, consistent characters and photo…
|
F 34 2⁄5 | ||||||||
| 30699 |
Make faceless YouTube videos and Shorts from chat: script, scenes, voice, capti…
|
F 34 2⁄5 | ||||||||
| 30700 |
Scam checks for links, domains, phones, emails, IPs, wallets, IBANs, apps, paym…
|
F 34 2⁄5 | ||||||||