MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31701
lovablelabs
Lovable Claim 1
Official MCP server for Lovable, the AI-powered full-stack app builder.
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
31702
Synthetic-only transaction screening with evidence and ES256-signed decision re…
F 34 2⁄5 ◔ — — 0 — 67 —
31703
AI-agent operations for App Store Connect and Google Play, with approval before…
F 34 2⁄5 ◔ — — 0 — 67 —
31704
Dream Trip Claim 1
Your saved travel places, lists and trips. Plan day-by-day itineraries that lan…
F 34 2⁄5 ◔ — — 0 — 67 —
31705
Signals, technicals, regime and news for 1,000+ US/TR symbols. Data only, not i…
F 34 2⁄5 ◔ — — 0 — 67 —
31706
Market regime, execution-cost, bar-QC and backtest-audit tools for agents. Pay …
F 34 2⁄5 ◔ — — 0 — 67 —
31707
Zabio Claim 1
Zabio AI router: docs, models, prices, your usage and calls, and questions to Z…
F 34 2⁄5 ◔ — — 0 — 67 —
31708
AssetLog Claim 1
Search vehicles, real estate and jobs; manage your listings, alerts, enquiries …
F 34 2⁄5 ◔ — — 0 — 67 —
31709
monitoring Claim 1
Site & competitor monitoring: snapshots, evidence-backed diffs, briefs, price c…
F 34 2⁄5 ◔ — — 0 — 67 —
31710
GhostEngine Claim 1
Run Google, Meta, TikTok, and Reddit ads: launch, budget, measure lift, fund th…
F 34 2⁄5 ◔ — — 0 — 67 —
31711
CommSync Claim 1
One inbox for SMS and email: read threads, search, manage contacts, and send te…
F 34 2⁄5 ◔ — — 0 — 67 —
31712
mcp Claim 1
Squire Docs — the durable, attributed spec layer for agentic development.
F 34 2⁄5 ◔ — — 0 — 67 —
31713
Rippd Claim 1
Your Rippd training and nutrition data in your AI: food, workouts, weigh-ins, t…
F 34 2⁄5 ◔ — — 0 — 67 —
31714
Property maintenance triage and vendor packet generator.
F 34 2⁄5 ◔ — — 0 — 67 —
31715
Safeship Claim 1
API monitoring from your editor. Checks the JSON your endpoints return, not jus…
F 34 2⁄5 ◔ — — 0 — 67 —
31716
AGI Alpha Claim 1
Decentralized AI agent labor market on Ethereum. 15 tools for on-chain job life…
F 34 2⁄5 ◔ — — 0 — 67 —
31717
Scrape App Store reviews and rating history by app, country, rating or date. Pa…
F 34 2⁄5 ◔ — — 0 — 67 —
31718
Atalay Claim 1
Your Atalay business data: sites, domains, mail, invoices, shop, B2B, AI and pr…
F 34 2⁄5 ◔ — — 0 — 67 —
31719
Mutator Claim 1
Build and test short-form marketing automations from your agent. Nothing it doe…
F 34 2⁄5 ◔ — — 0 — 67 —
31720
Your coding agent reads your team's architectural decisions and what happened w…
F 34 2⁄5 ◔ — — 0 — 67 —
31721
backlog-forge Claim 1
Crie épicos, features, histórias e tasks no Azure DevOps a partir de uma conver…
F 34 2⁄5 ◔ — — 0 — 67 —
31722
Screenies Claim 1
Generate designed, localized App Store screenshot sets from your raw app captur…
F 34 2⁄5 ◔ — — 0 — 67 —
31723
OpenDocs Claim 1
Write, organize and publish documentation sites, help centers and SOPs on OpenD…
F 34 2⁄5 ◔ — — 0 — 67 —
31724
Translate text or HTML, detect languages, and list supported languages with Lan…
F 34 2⁄5 ◔ — — 0 — 67 —
31725
Revoir Claim 1
French-language meeting records: transcript, shared-screen content, decisions a…
F 34 2⁄5 ◔ — — 0 — 67 —
31726
AI Daily Brew Claim 1
A wall of people building with AI: who is building what, and where to reach the…
F 34 2⁄5 ◔ — — 0 — 67 —
31727
Studiohaus Claim 1
Read-only MCP server for interior design studios: projects, overviews, weekly a…
F 34 2⁄5 ◔ — — 0 — 67 —
31728
GrailHound Claim 1
Track new eBay, Vinted, Mercari and other marketplace listings, and see what yo…
F 34 2⁄5 ◔ — — 0 — 67 —
31729
French property prices, market trends & live listings for any French address. P…
F 34 2⁄5 ◔ — — 0 — 67 —
31730
ToDev Claim 1
Plan your day, projects, clients and invoices in ToDev, the planner for freelan…
F 34 2⁄5 ◔ — — 0 — 67 —
31731
news-mcp-server Claim 1
Cross-source news (AP, BBC, NPR, HN, Google News) with topic filtering and dedu…
F 34 2⁄5 ◔ — — 0 — 67 —
31732
VocalLab Claim 1
Text to speech in 200+ languages, voice cloning, voice design and SRT captions.
F 34 2⁄5 ◔ — — 0 — 67 —
31733
Soclo Claim 1
Soclo: content, socials, ads and takings on iOS, Google Play and web - connecte…
F 34 2⁄5 ◔ — — 0 — 67 —
31734
Masaro Claim 1
Task management for teams building with AI agents. Agents claim tasks and repor…
F 34 2⁄5 ◔ — — 0 — 67 —
31735
Vuela Claim 1
AI video, image, text and audio tools from your vuela.ai account
F 34 2⁄5 ◔ — — 0 — 67 —
31736
fugentic Claim 1
Fugentic helps any business to be found by customers using AI to find products …
F 34 2⁄5 ◔ — — 0 — 67 —
31737
Business Studio Claim 1
Your business board for Claude and ChatGPT: tasks, sub-cards, CRM, posts, track…
F 34 2⁄5 ◔ — — 0 — 67 —
31738
AI recruiter: create jobs, send candidates to WhatsApp interviews, read cited s…
F 34 2⁄5 ◔ — — 0 — 67 —
31739
Nusii MCP server for drafting, pricing, and tracking business proposals.
F 34 2⁄5 ◔ — — 0 — 67 —
31740
workbench Claim 1
Hosted DNA/RNA/protein tools: primers, oligos, PCR, cloning, CRISPR, alignment,…
F 34 2⁄5 ◔ — 0 — — 67 —
31741
Meo Studio Claim 1
AI video ads, dubbing in the speaker's own voice, and images and clips from top…
F 34 2⁄5 ◔ — — 0 — 67 —
31742
microsoft-365 Claim 1
Permissioned access to Outlook, OneDrive and Teams via the user's own Microsoft…
F 34 2⁄5 ◔ — — 0 — 67 —
31743
CARTO Claim 1
Query your data warehouses, run workflows, and render maps from your CARTO work…
F 34 2⁄5 ◔ — — 0 — 67 —
31744
mcp Claim 1
CargoVox freight tracking and shipment info via AI agents
F 34 2⁄5 ◔ — — 0 — 67 —
31745
Prediction-market tools: check if a yes/no claim is decidable, desk Brier track…
F 34 2⁄5 ◔ — — 0 — 67 —
31746
SharksAPI.AI Claim 1
Marketing data and actions for AI agents: GA4, Search Console, ads, social, SEO…
F 34 2⁄5 ◔ — — 0 — 67 —
31747
BILLZ (Billz) retail store analytics: revenue, profit, stock, top products, cus…
F 34 2⁄5 ◔ — — 0 — 67 —
31748
Compelling Claim 1
AI-native B2B sales research, ranking, and CRM enrichment.
F 34 2⁄5 ◔ — — 0 — 67 —
31749
Penlog Claim 1
Handwritten iPad journal your AI can read and write tasks back to, over MCP.
F 34 2⁄5 ◔ — — 0 — 67 —
31750
Letterin Claim 1
Tailor a CV to a job posting: score the match, propose a reviewable rewrite, ex…
F 34 2⁄5 ◔ — — 0 — 67 —
Showing 31701–31750 of 69419 servers
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