MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31351
Logs your AI agent into websites, catches verification codes, and asks you befo…
F 34 2⁄5 ◔ — — 0 — 67 —
31352
Donelane Claim 1
An agent records what it finished into a team's standup feed, one line at a tim…
F 34 2⁄5 ◔ — — 0 — 67 —
31353
Cleve Claim 1
Search workspace knowledge, save ideas, update notes, organize folders, and sha…
F 34 2⁄5 ◔ — — 0 — 67 —
31354
Scrape Docker Hub container images, tags, pulls and publisher metadata. Pay per…
F 34 2⁄5 ◔ — — 0 — 67 —
31355
mail Claim 1
Read, send, organize, watch email on any IMAP mailbox: Gmail, iCloud, OVH, Zoho…
F 34 2⁄5 ◔ — — 0 — 67 —
31356
myagentinbox Claim 1
Disposable email inboxes for AI agents. Auto-deletes after 24 hours.
F 34 2⁄5 ◔ — — 0 — 67 —
31357
Search one ClearMakes agent's knowledge: your documents, website pages and Driv…
F 34 2⁄5 ◔ — — 0 — 67 —
31358
Reversa Claim 1
Research legislation and case law, follow legislative procedures, and act on yo…
F 34 2⁄5 ◔ — — 0 — 67 —
31359
RIZZA Claim 1
RIZZA — your AI dating wingman: conversation-aware replies, openers, and profil…
F 34 2⁄5 ◔ — — 0 — 67 —
31360
FrameOn Claim 1
Shared project memory for teams: read projects and tasks, write updates and wik…
F 34 2⁄5 ◔ — — 0 — 67 —
31361
Buzzmark Claim 1
A ghostwriter that writes, plans and schedules social media posts in your busin…
F 34 2⁄5 ◔ — — 0 — 67 —
31362
Publish approved videos and posts to TikTok, YouTube Shorts, Instagram, X, Link…
F 34 2⁄5 ◔ — — 0 — 67 —
31363
Synthetic persona research and world simulations, with previewed credits and re…
F 34 2⁄5 ◔ — — 0 — 67 —
31364
Meles Claim 1
In-app surveys and announcements for B2B web apps: build, target, publish and r…
F 34 2⁄5 ◔ — — 0 — 67 —
31365
TravelPanda Claim 1
Plan and manage trips in China, read saved itineraries, and make Chinese direct…
F 34 2⁄5 ◔ — — 0 — 67 —
31366
Cordex Claim 1
WhatsApp CRM: inbox, contacts, deals, campaigns, AI agents, automations, ads an…
F 34 2⁄5 ◔ — — 0 — 67 —
31367
Identify a person from partial information and return a profile with a confiden…
F 34 2⁄5 ◔ — — 0 — 67 —
31368
Postey Claim 1
Draft, schedule and publish social posts to nine platforms from any AI agent.
F 34 2⁄5 ◔ — — 0 — 67 —
31369
Brandfetch
Brandfetch Claim 1
Search brands and retrieve design assets, company data, other brand context fro…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31370
FireGrant AI Claim 1
Fire department grant-readiness helper.
F 34 2⁄5 ◔ — — 0 — 67 —
31371
leadsapp Claim 1
Search 136M+ US/CA B2B contacts free, verify emails free, get compliance verdic…
F 34 2⁄5 ◔ — — 0 — 67 —
31372
Orange-Sky-Software-Inc
mcp-server Claim
Media intelligence analysis for audio, video, and images via the Echosaw MCP se…
F 34 2⁄5 ◔ ⏳ — — 0 — 69 —
31373
GhostEngine Claim 1
Run Google, Meta, TikTok, and Reddit ads: launch, budget, measure lift, fund th…
F 34 2⁄5 ◔ — — 0 — 67 —
31374
Screen global stocks, options, ETFs and crypto in plain English, and set email …
F 34 2⁄5 ◔ — — 0 — 67 —
31375
Brainiall Web Claim 1
Web search, URL content extraction to Markdown, site mapping, and recursive web…
F 34 2⁄5 ◔ — — 0 — 67 —
31376
post mesh Claim 1
Schedule and publish to YouTube, TikTok, Instagram, X, Threads & Facebook. Japa…
F 34 2⁄5 ◔ — — 0 — 67 —
31377
Market regime, execution-cost, bar-QC and backtest-audit tools for agents. Pay …
F 34 2⁄5 ◔ — — 0 — 67 —
31378
Search and compare flights, hotels, buses, and car rentals with ENUYGUN's MCP.
F 34 2⁄5 ◔ — — 0 — 67 —
31379
Clevera Claim 1
Make how-to videos, social clips and help articles from Claude or ChatGPT, and …
F 34 2⁄5 ◔ — — 0 — 67 —
31380
Precip Claim 1
Weather history, nowcasts, forecasts, and soil data for saved locations or any …
F 34 2⁄5 ◔ — — 0 — 67 —
31381
AI-visibility monitoring for your brand across ChatGPT, Claude, Perplexity & Ge…
F 34 2⁄5 ◔ — — 0 — 67 —
31382
mcp Claim 1
Agentic AI for business intelligence: discover, verify and enrich company and c…
F 34 2⁄5 ◔ — — 0 — 67 —
31383
Inspect, validate and safely edit 3D product configurators: options, pricing, m…
F 34 2⁄5 ◔ — — 0 — 67 —
31384
Vetari Claim 1
Swiss company-register intelligence: new GmbHs by canton, shared addresses, UID…
F 34 2⁄5 ◔ — — 0 — 67 —
31385
netrack Claim 1
Track your net worth with any AI assistant: read totals and goals, record value…
F 34 2⁄5 ◔ — — 0 — 67 —
31386
Crindo2
Search 12,338 curated, SAMHSA-sourced addiction treatment facilities across all…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31387
BoxToPlay Claim 1
MCP-ready hosting provider for Minecraft, BungeeCord, TeamSpeak, VPS and many o…
F 34 2⁄5 ◔ — — 0 — 67 —
31388
Chess Results Claim 1
Live chess tournament results and up-to-date player ratings in chat.
F 34 2⁄5 ◔ — — 0 — 67 —
31389
Scrape Discogs music releases, artists, labels, formats and catalogue numbers. …
F 34 2⁄5 ◔ — — 0 — 67 —
31390
Takyon236
Epublys Claim 1
EPUB/PDF tools: merge, split, compress, convert, edit metadata, validate ebooks.
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31391
SocialDataX X
X / Twitter public post, comment, reply, user, search, and video speech-to-text…
F 34 2⁄5 ◔ — — 0 — 67 —
31392
ReplyPen Claim 1
Grounded support investigation for ReplyPen customers. Sign in with your ReplyP…
F 34 2⁄5 ◔ — — 0 — 67 —
31393
YouTube video/channel search, suggestions, details, comments/replies, Shorts, t…
F 34 2⁄5 ◔ — — 0 — 67 —
31394
FactScan AI Claim 1
OCR and document understanding: extract text from images, then summarize or tra…
F 34 2⁄5 ◔ — — 0 — 67 —
31395
Printonic Claim 1
Print-on-demand catalog, listings, and fulfillment for AI agents.
F 34 2⁄5 ◔ — — 0 — 67 —
31396
hot search、suggestions、video/user/product search、comments/replies、users/works/s…
F 34 2⁄5 ◔ — — 0 — 67 —
31397
resolver Claim 1
Resolve @handles to post-quantum-signed agent identities and transact with the …
F 34 2⁄5 ◔ — — 0 — 67 —
31398
a11y-check Claim 1
Real-browser WCAG audit that also finds keyboard-inoperable controls axe-core m…
F 34 2⁄5 ◔ — — 0 — 67 —
31399
BILLZ (Billz) retail store analytics: revenue, profit, stock, top products, cus…
F 34 2⁄5 ◔ — — 0 — 67 —
31400
AppStorePack Claim 1
Create App Store screenshots, app icons and store copy, then push them to App S…
F 34 2⁄5 ◔ — — 0 — 67 —
Showing 31351–31400 of 69400 servers
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