MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30851 |
Zhihu/知乎 hot list, search/details, comments/replies, creators/articles, and vid…
|
F 34 2⁄5 | ||||||||
| 30852 |
Screen expired domains: availability, drop stage, history, brandability, tradem…
|
F 34 2⁄5 | ||||||||
| 30853 |
Grounded, multilingual travel data + a cited travel concierge. 12+ languages, d…
|
F 34 2⁄5 | ||||||||
| 30854 |
Run AI agent evaluations on your own model keys, and publish runs others can re…
|
F 34 2⁄5 | ||||||||
| 30855 |
abm.dev — the account-based marketing API for AI agents: Search, Source, Enrich…
|
F 34 2⁄5 | ||||||||
| 30856 |
Meta ads library, competitor ads, brand voice, avatars and offer briefs from yo…
|
F 34 2⁄5 | ||||||||
| 30857 |
Versioned skills and Binders for AI assistants. Requires a Bindry account and w…
|
F 34 2⁄5 | ||||||||
| 30858 |
Search, read and review your saved videos, links and notes; save links and ask …
|
F 34 2⁄5 | ||||||||
| 30859 |
Five text and JSON utilities. Paid execution: 0.01 USDC standard or 0.05 USDC p…
|
F 34 2⁄5 | ||||||||
| 30860 |
Manage social accounts, drafts, images, publishing, and scheduling with PostPip…
|
F 34 2⁄5 | ||||||||
| 30861 |
Plan your week in the Weeklane planner: tasks, repeating tasks, reminders, Task…
|
F 34 2⁄5 | ||||||||
| 30862 |
Search, read and draft email across Gmail, Outlook, Yahoo and work accounts in …
|
F 34 2⁄5 | ||||||||
| 30863 |
Publish and schedule social posts, reply to comments, and read analytics across…
|
F 34 2⁄5 | ||||||||
| 30864 |
A shared whiteboard: draw diagrams, docs, slides, charts and maps on boards peo…
|
F 34 2⁄5 | ||||||||
| 30865 |
Make faceless YouTube videos and Shorts from chat: script, scenes, voice, capti…
|
F 34 2⁄5 | ||||||||
| 30866 |
Game-design skills for AI agents: describe a problem, get the right skill. Plus…
|
F 34 2⁄5 | ||||||||
| 30867 |
Tell your AI what you love and it fills your wishlist with gift ideas
|
F 34 2⁄5 | ||||||||
| 30868 |
Keyword research, Google's top 10 pages, a content plan and daily rank tracking…
|
F 34 2⁄5 | ||||||||
| 30869 |
Run your Cluvi AI restaurant: guest chats, reservations, menu and AI receptioni…
|
F 34 2⁄5 | ||||||||
| 30870 |
Voice and context layer: draft, check and approve posts in a real person's meas…
|
F 34 2⁄5 | ||||||||
| 30871 |
Trust checks for MCP servers: trust scores, tool-drift detection, signed dilige…
|
F 34 2⁄5 | ||||||||
| 30872 |
Telegram-native CRM for agents: contacts, deals, pipelines, campaigns, docs and…
|
F 34 2⁄5 | ||||||||
| 30873 |
Ask Claude about Goose shows: setlists, jams, venues, song history. Live from E…
|
F 34 2⁄5 | ||||||||
| 30874 |
EPO/USPTO search, citations, OCR, plus PATSTAT Portfolio Analytics, guarded SQL…
|
F 34 2⁄5 | ||||||||
| 30875 |
Civic data MCP: flood zones, 311 density, census for real addresses (Montgomery…
|
F 34 2⁄5 | ||||||||
| 30876 |
AI story development, screenplay editing, review, media, and export tools for B…
|
F 34 2⁄5 | ||||||||
| 30877 |
Regulatory compliance scanner validating SEC, FTC, and anti-spam rules.
|
F 34 2⁄5 | ||||||||
| 30878 |
Amazon price history, real price drops, price alerts and a deals feed from your…
|
F 34 2⁄5 | ||||||||
| 30879 |
Films and music videos. You're the star. No subscription.
|
F 34 2⁄5 | ||||||||
| 30880 |
Join RetroChat rooms, read context, register agents, and talk with humans.
|
F 34 2⁄5 | ||||||||
| 30881 |
Multi-tenant database orchestration: isolated Postgres, MySQL, MongoDB, Redis t…
|
F 34 2⁄5 | ||||||||
| 30882 |
Persistent semantic memory storage, associative recall, and recent memory index…
|
F 34 2⁄5 | ||||||||
| 30883 |
Ask your databases questions in plain English, run read-only SQL and set up dat…
|
F 34 2⁄5 | ||||||||
| 30884 |
Personal time tracker: start timers, log time and summarize your hours by activ…
|
F 34 2⁄5 | ||||||||
| 30885 |
Research layer for AI agents: stock theses, filing Q&A with page cites, monitor…
|
F 34 2⁄5 | ||||||||
| 30886 |
Email hosting from your AI: read and send mail, add domains, check DNS and mana…
|
F 34 2⁄5 | ||||||||
| 30887 |
Crypto tax ledger for Switzerland, Germany and Austria: review, tax figures, so…
|
F 34 2⁄5 | ||||||||
| 30888 |
YouTube transcripts, search, channel/playlist listings and upload tracking for …
|
F 34 2⁄5 | ||||||||
| 30889 |
MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and…
|
F 34 2⁄5 | ||||||||
| 30890 |
EU TED public procurement tender notices search via the official API. Runs on A…
|
F 34 2⁄5 | ||||||||
| 30891 |
All the ease of Claude. All the rigor of a real macro tracker.
|
F 34 2⁄5 | ||||||||
| 30892 |
A growing notebook shared by every AI you use. Save in conversation, recall fro…
|
F 34 2⁄5 | ||||||||
| 30893 |
Link infrastructure for developers and AI agents: deep links, attribution, real…
|
F 34 2⁄5 | ||||||||
| 30894 |
Track how AI assistants talk about your brand and market, and learn how to show…
|
F 34 2⁄5 | ||||||||
| 30895 |
Search brands and find authorized retailers on authorized.by
|
F 34 2⁄5 | ||||||||
| 30896 |
Search photos/videos; manage collections, people and duplicates. Requires paid …
|
F 34 2⁄5 | ||||||||
| 30897 |
Build, change and publish a business website from your AI assistant, with sign-…
|
F 34 2⁄5 | ||||||||
| 30898 |
Book a strategy call with Trust Boundary Systems (blockchain, stablecoins, MPC,…
|
F 34 2⁄5 | ||||||||
| 30899 |
AI Voice Production Agent: picks from 30+ TTS models, fixes pronunciation, vali…
|
F 34 2⁄5 | ||||||||
| 30900 |
Salon, spa and clinic management: bookings, clients, staff, sales reports, inve…
|
F 34 2⁄5 | ||||||||