MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29351 |
Browse and manage files in your Moxt AI workspace from any MCP client.
|
F 34 2⁄5 | ||||||||
| 29352 |
AI voice interviewer: create roles, screen CVs, schedule interviews, read score…
|
F 34 2⁄5 | ||||||||
| 29353 |
The first MCP governed by ICA. Every action is gated and sealed with a verifiab…
|
F 34 2⁄5 | ||||||||
| 29354 |
Trust-check any dependency for agents: OpenSSF Scorecard, licenses, CVEs, deps.…
|
F 34 2⁄5 | ||||||||
| 29355 |
Live sports stats and pre-computed analysis for AI assistants across NBA, MLB, …
|
F 34 2⁄5 | ||||||||
| 29356 |
Manage, automate and analyze WhatsApp groups, communities and channels with 9bo…
|
F 34 2⁄5 | ||||||||
| 29357 |
Instagram MCP for public posts, comments, replies, users, and video/Reels speec…
|
F 34 2⁄5 | ||||||||
| 29358 |
Search, summarize, and update your RevOrbit CRM (leads, deals, contacts, tasks)…
|
F 34 2⁄5 | ||||||||
| 29359 |
Draw your app's architecture on a live canvas and flag the bottlenecks and secu…
|
F 34 2⁄5 | ||||||||
| 29360 |
Save checklists to a MyCheck account and check the status of the USCIS cases yo…
|
F 34 2⁄5 | ||||||||
| 29361 |
Upload files and get public CDN links in chat.
|
F 34 2⁄5 | ||||||||
| 29362 |
AI image and video generation, talking avatars, consistent characters and photo…
|
F 34 2⁄5 | ||||||||
| 29363 |
Publish AI reports as managed native links with versions, access control, revoc…
|
F 34 2⁄5 | ||||||||
| 29364 |
Review your AITWIRE recommendations and Brand Canon; file corrections for your …
|
F 34 2⁄5 | ||||||||
| 29365 |
The all-in-one YouTube content engine: research, ideas, thumbnails, scripts, an…
|
F 34 2⁄5 | ||||||||
| 29366 |
HTTP health checks, SSL expiry monitoring, TCP port scanning, and batch URL tes…
|
F 34 2⁄5 | ||||||||
| 29367 |
Messaging tools for AI agents: send messages, manage chats, groups and channels.
|
F 34 2⁄5 | ||||||||
| 29368 |
Structured Output Agent (Openai)
|
F 34 2⁄5 | ||||||||
| 29369 |
The vetted, cross-LLM marketplace of doer agents — itself an MCP server.
|
F 34 2⁄5 | ||||||||
| 29370 |
Manage hosts, redirects, SSL, and traffic analytics from Claude and other AI as…
|
F 34 2⁄5 | ||||||||
| 29371 |
Scan pasted Stripe webhook/checkout code for common integration bugs.
|
F 34 2⁄5 | ||||||||
| 29372 |
Vehicle safety recalls from four registers, matched across borders on the maker…
|
F 34 2⁄5 | ||||||||
| 29373 |
swarm-at
Claim
Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 bluepr…
|
F 34 2⁄5 | ||||||||
| 29374 |
Factures, devis, clients et statistiques SWIPIFY. Lecture et brouillons, aucune…
|
F 34 2⁄5 | ||||||||
| 29375 |
Search EU public tenders across TED and 8 national portals. Monitor, match, and…
|
F 34 2⁄5 | ||||||||
| 29376 |
Run the Energy Leak Quiz, match biohacking gear, and build a longevity stack. F…
|
F 34 2⁄5 | ||||||||
| 29377 |
Convert, merge, compress, OCR, redact, and sign PDFs inside your AI assistant. …
|
F 34 2⁄5 | ||||||||
| 29378 |
⚠️ DEPRECATED — G2's Cloudflare anti-bot defeats free scraping. Not commerciall…
|
F 34 2⁄5 | ||||||||
| 29379 |
Korean custom-goods shop: product options, final KRW quotes (VAT+shipping), and…
|
F 34 2⁄5 | ||||||||
| 29380 |
Find, vet and budget bookable influencers, photographers and videographers for …
|
F 34 2⁄5 | ||||||||
| 29381 |
Accounting for German SMBs: invoices, clients, bank transactions, journal entri…
|
F 34 2⁄5 | ||||||||
| 29382 |
WhatsApp assistants, messaging, broadcasts, and analytics for your iZap account…
|
F 34 2⁄5 | ||||||||
| 29383 |
Cash flow forecasting: manage scenarios, projections, and bank accounts for you…
|
F 34 2⁄5 | ||||||||
| 29384 |
Give your AI assistant real meeting context via Fathom so every output grounded…
|
F 34 2⁄5 | ||||||||
| 29385 |
Create and edit creator-ready images and videos with Zark.
|
F 34 2⁄5 | ||||||||
| 29386 |
A wiki about your life that writes itself. Save from any AI chat, recall it in …
|
F 34 2⁄5 | ||||||||
| 29387 |
LinkedIn + cold email outreach: find leads, launch personalized campaigns, mana…
|
F 34 2⁄5 | ||||||||
| 29388 |
Scrape the FAA Aircraft Registry by N-number — aircraft make, model, year, owne…
|
F 34 2⁄5 | ||||||||
| 29389 |
Ubersuggest SEO tools: keyword research, competitor analysis, backlinks, site a…
|
F 34 2⁄5 | ||||||||
| 29390 |
AI deal pipeline for IT freelancers in DACH: analyze, list and manage project i…
|
F 34 2⁄5 | ||||||||
| 29391 |
Observable Backend Stack Generator
|
F 34 2⁄5 | ||||||||
| 29392 |
Email validation for Claude and any MCP client — verdicts with evidence, bulk j…
|
F 34 2⁄5 | ||||||||
| 29393 |
Search 14.3M US patents (2005+) and read full claims and descriptions, with cit…
|
F 34 2⁄5 | ||||||||
| 29394 |
Traced Structured Output Agent (Groq)
|
F 34 2⁄5 | ||||||||
| 29395 |
Paid remote MCP for server intake risk reports, tool review, approvals, and rea…
|
F 34 2⁄5 | ||||||||
| 29396 |
Sales research and prep tools for B2B reps. Prospect briefs, angles, citations.
|
F 34 2⁄5 | ||||||||
| 29397 |
Search Japanese companies, departments and hiring signals; export CSV/XLSX with…
|
F 34 2⁄5 | ||||||||
| 29398 |
Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, p…
|
F 34 2⁄5 | ||||||||
| 29399 |
Create evidence-backed video clips from owned recordings through PrismClip's OA…
|
F 34 2⁄5 | ||||||||
| 29400 |
Adaptive Flow Delivery: phases, gates, lexicon (free, sign in with your AFD Ins…
|
F 34 2⁄5 | ||||||||