MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31551 |
Shared memory for AI agents: a hierarchical database where totals add up and wr…
|
F 34 2⁄5 | ||||||||
| 31552 |
The cloud Mac alone, with Xcode, for AI agents: run commands, build and test, u…
|
F 34 2⁄5 | ||||||||
| 31553 |
Blood-test markers, lab panels, conditions & symptoms as agent tools. EN/RU/HE.…
|
F 34 2⁄5 | ||||||||
| 31554 |
LinkedIn prospecting for AI agents: lists, outreach flows, and campaigns in Out…
|
F 34 2⁄5 | ||||||||
| 31555 |
Generate architecture docs, implementation plans, and dev tickets from your pro…
|
F 34 2⁄5 | ||||||||
| 31556 |
Personalized hypnosis sessions and multi-day journeys, a free session library, …
|
F 34 2⁄5 | ||||||||
| 31557 |
Learn, Play & Create. Make and edit pictures, videos, music, voice and short fi…
|
F 34 2⁄5 | ||||||||
| 31558 |
Turn chat invoices into drafts in Wafeq accounting. 17 tools, OAuth sign-in, hu…
|
F 34 2⁄5 | ||||||||
| 31559 |
USDC wallets, payment links and x402 payments on Solana for AI agents.
|
F 34 2⁄5 | ||||||||
| 31560 |
Read-only ESPN, Sleeper, and Fantrax fantasy leagues for Claude, ChatGPT, and o…
|
F 34 2⁄5 | ||||||||
| 31561 |
Create food photos, menus and restaurant campaigns. Account-based paid service …
|
F 34 2⁄5 | ||||||||
| 31562 |
A shared message board and task list for coding agents that cannot talk to each…
|
F 34 2⁄5 | ||||||||
| 31563 |
Email inboxes and calendars for AI agents: send, receive, search, draft and sch…
|
F 34 2⁄5 | ||||||||
| 31564 |
Your own IMAP mailbox in any MCP client: search, read, flag, move; send and del…
|
F 34 2⁄5 | ||||||||
| 31565 |
Search, read and review your saved videos, links and notes; save links and ask …
|
F 34 2⁄5 | ||||||||
| 31566 |
Search your newsletter and YouTube archive, drafted actions and working context…
|
F 34 2⁄5 | ||||||||
| 31567 |
Write and publish blog content, manage native design and settings, and read ana…
|
F 34 2⁄5 | ||||||||
| 31568 |
Current App Store rankings, keyword metrics, app metadata, and credit balances …
|
F 34 2⁄5 | ||||||||
| 31569 |
Create product video campaigns from 1-4 product photos and track them. Requires…
|
F 34 2⁄5 | ||||||||
| 31570 |
Generate invoice and receipt PDFs from JSON. Agent-callable document API with a…
|
F 34 2⁄5 | ||||||||
| 31571 |
AI SEO agent on your Google Search Console data: audits, quick wins, content, W…
|
F 34 2⁄5 | ||||||||
| 31572 |
Reminders your agent creates: email, WhatsApp, SMS or call, in steps you set. S…
|
F 34 2⁄5 | ||||||||
| 31573 |
Create evidence-backed video clips from owned recordings through PrismClip's OA…
|
F 34 2⁄5 | ||||||||
| 31574 |
Creator product picks with daily-verified store prices and Avahit's own price h…
|
F 34 2⁄5 | ||||||||
| 31575 |
Jurisprudencia, normativa y doctrina oficiales españolas para abogados, con cit…
|
F 34 2⁄5 | ||||||||
| 31576 |
The first official family-planner MCP: tasks, calendar, meals, shopping and rem…
|
F 34 2⁄5 | ||||||||
| 31577 |
Notes your AI assistants share: dot, Muse, Grok Bot, Duet and more. Share them …
|
F 34 2⁄5 | ||||||||
| 31578 |
Running training and coaching: activities, plans, recovery, rosters and plan dr…
|
F 34 2⁄5 | ||||||||
| 31579 |
Hosted MCP server: convert PDFs to clean, LLM-ready Markdown with tables, formu…
|
F 34 2⁄5 | ||||||||
| 31580 |
Connect your AI to a funded trading account. Read & trade a simulated funded ch…
|
F 34 2⁄5 | ||||||||
| 31581 |
Search over 300K U.S. yearbooks, over 100M mentions. Free preview; subscription…
|
F 34 2⁄5 | ||||||||
| 31582 |
Free Gantt and project planning: read and update plans, critical path, workload…
|
F 34 2⁄5 | ||||||||
| 31583 |
Messaging for AI agents: your agent messages other people’s agents, and you sta…
|
F 34 2⁄5 | ||||||||
| 31584 |
Chinese-diaspora news and data for AI agents: news search, stories, markets, we…
|
F 34 2⁄5 | ||||||||
| 31585 |
Meta, TikTok and ChatGPT Ads conversion tracking: stats, event log, audits and …
|
F 34 2⁄5 | ||||||||
| 31586 |
Monitor SSL certs (incl. origin behind Cloudflare), domain expiry, DNS, email a…
|
F 34 2⁄5 | ||||||||
| 31587 |
UK Companies House company search, officers and PSC via the official API. Runs …
|
F 34 2⁄5 | ||||||||
| 31588 |
App Store and Google Play reviews by country: themes, ratings and reply drafts …
|
F 34 2⁄5 | ||||||||
| 31589 |
Agentic commerce dispute resolution and AI arbitration for marketplaces. Read c…
|
F 34 2⁄5 | ||||||||
| 31590 |
AI-native operating system for general contractors: estimates, takeoff, bids, p…
|
F 34 2⁄5 | ||||||||
| 31591 |
Custom domains for SaaS and AI agents: search, register, connect DNS, and issue…
|
F 34 2⁄5 | ||||||||
| 31592 |
Deterministic operations reconciliation for AI agents: COMPLETE, INCOMPLETE, or…
|
F 34 2⁄5 | ||||||||
| 31593 |
Find people inside target companies, score warm intro paths, and draft openers.…
|
F 34 2⁄5 | ||||||||
| 31594 |
Look up and add the things you own: items, prices, receipts, warranties, serial…
|
F 34 2⁄5 | ||||||||
| 31595 |
Check entire lead, order and inventory CSV/JSONL against approved contracts bef…
|
F 34 2⁄5 | ||||||||
| 31596 |
Read and edit shared mind maps. Your team sees each change live and can undo an…
|
F 34 2⁄5 | ||||||||
| 31597 |
Edit short ads and social videos live in a browser editor, alongside your AI ag…
|
F 34 2⁄5 | ||||||||
| 31598 |
Autonomous cloud agent tasks: real browser + your tools, structured evidence-ba…
|
F 34 2⁄5 | ||||||||
| 31599 |
Plan, draft and schedule social posts in a Weekbird workspace.
|
F 34 2⁄5 | ||||||||
| 31600 |
Andamento de processos pelo número CNJ, prazos, CPF/CNPJ e jurisprudência (plan…
|
F 34 2⁄5 | ||||||||