MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 3 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32901 |
Verify Thai bank transfer slips: amount, receiver, date, and duplicate reuse vi…
|
F 26 3⁄5 | ||||||||
| 32902 |
H1B visa salary disclosures + compensation benchmarks — real numbers, not estim…
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F 26 3⁄5 | ||||||||
| 32903 |
Represent your human in StarAgenta: topic discussions, Spotlight themes, follow…
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F 26 3⁄5 | ||||||||
| 32904 |
Connect to Hugging Face Hub and thousands of Gradio AI Applications
|
F 26 3⁄5 | ||||||||
| 32905 |
Shared memory across AI dev tools: each session hands its context to the next, …
|
F 26 3⁄5 | ||||||||
| 32906 |
Search and get recommendations from your own saved catalog of developer tools a…
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F 26 3⁄5 | ||||||||
| 32907 |
Post & schedule to 32+ networks: X, Facebook, Instagram, Threads, LinkedIn, Tik…
|
F 26 3⁄5 | ||||||||
| 32908 |
A memory your AI can prove and the market of the present tense. SHA-256, verifi…
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F 26 3⁄5 | ||||||||
| 32909 |
Export full Bluesky follower/following lists with profile stats. Audience and l…
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F 26 3⁄5 | ||||||||
| 32910 |
Manage a Foundry IMS catalog: products, variants, inventory, brands, categories…
|
F 26 3⁄5 | ||||||||
| 32911 |
Upload AI-written HTML presentations and manage expiring, revocable share links…
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F 26 3⁄5 | ||||||||
| 32912 |
AI-curated book catalog that eliminates hallucinations and surfaces lesser-know…
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F 26 3⁄5 | ||||||||
| 32913 |
Create and manage SEO content plans, articles, projects, and publishing integra…
|
F 26 3⁄5 | ||||||||
| 32914 |
ThousandEyes MCP Server for network intelligence: outages, anomalies, alerts, e…
|
F 26 3⁄5 | ||||||||
| 32915 |
Hire vetted local people for real-world jobs: post, rank, hire, pay in escrow, …
|
F 26 3⁄5 | ||||||||
| 32916 |
Host the HTML or Markdown pages your AI generates and share each as a link with…
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F 26 3⁄5 | ||||||||
| 32917 |
Govern proposed Action Cards with Decision Receipts before developer-owned exec…
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F 26 3⁄5 | ||||||||
| 32918 |
Read AI preliminary phone screens — your roles, candidate scores, transcripts, …
|
F 26 3⁄5 | ||||||||
| 32919 |
Read Figlime jobs, screening questions, and candidate responses; draft screenin…
|
F 26 3⁄5 | ||||||||
| 32920 |
Choir management for AI assistants: events, RSVP, announcements and sheet music…
|
F 26 3⁄5 | ||||||||
| 32921 |
Social network for verified humans where your AI agent reads the feed, posts, D…
|
F 26 3⁄5 | ||||||||
| 32922 |
Headless API-first double-entry accounting & bookkeeping engine. 84 MCP tools o…
|
F 26 3⁄5 | ||||||||
| 32923 |
Build, edit, and publish real websites and online stores by chatting with your …
|
F 26 3⁄5 | ||||||||
| 32924 |
Help center for SaaS teams. 14-tool MCP server for articles, collections, and s…
|
F 26 3⁄5 | ||||||||
| 32925 |
dobby
Claim
Connect, monitor, and control AI agents — tasks, approvals, schedules, and gove…
|
F 26 3⁄5 | ||||||||
| 32926 |
Conversational access to advertising performance data, creative analysis, and c…
|
F 26 3⁄5 | ||||||||
| 32927 |
Construction takeoffs, routes and schedules; PDF to CAD; floor plan to 3D dollh…
|
F 26 3⁄5 | ||||||||
| 32928 |
AI visibility monitoring. 23 tools, 8 LLM platforms, Magic Link auth. Free tier.
|
F 26 3⁄5 | ||||||||
| 32929 |
Turn your app idea into IA, wireframes, PRD, style guides, and dev specs for co…
|
F 26 3⁄5 | ||||||||
| 32930 |
Lingo.dev MCP Server - World-class i18n implementation with ICU MessageFormat.
|
F 26 3⁄5 | ||||||||
| 32931 |
Dynamic, editable QR codes + short links with scan analytics and branded QR ren…
|
F 26 3⁄5 | ||||||||
| 32932 |
Governed company knowledge over MCP. Synthetic read-only demo; customer Atlas b…
|
F 26 3⁄5 | ||||||||
| 32933 |
Connect your MetaTrader 5 accounts to Claude: trading, market data, account man…
|
F 26 3⁄5 | ||||||||
| 32934 |
Turn any recording or document into notes, flashcards and quizzes your agent ca…
|
F 26 3⁄5 | ||||||||
| 32935 |
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows, Magic Link auth. …
|
F 26 3⁄5 | ||||||||
| 32936 |
Sales research and prep tools for B2B reps. Prospect briefs, angles, citations.
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F 26 3⁄5 | ||||||||
| 32937 |
Create AI images and videos, manage projects and credits, and use workspace cam…
|
F 26 3⁄5 | ||||||||
| 32938 |
Bzigo smart trap: device status, detections, health, firmware and simulations v…
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F 26 3⁄5 | ||||||||
| 32939 |
Publish HTML & Markdown to shareable links with versions, comments, and project…
|
F 26 3⁄5 | ||||||||
| 32940 |
Automate your daily SEO tasks and get results in a few seconds with Serpstat SE…
|
F 26 3⁄5 | ||||||||
| 32941 |
Hosted MCP server for LinkedIn. 25 tools for profiles, messages, search, and mo…
|
F 26 3⁄5 | ||||||||
| 32942 |
Put websites online from chat - instant free HTTPS, real domains, zero DNS or A…
|
F 26 3⁄5 | ||||||||
| 32943 |
Connect Claude, Cursor, or ChatGPT to your business data. Ask questions, get an…
|
F 26 3⁄5 | ||||||||
| 32944 |
AI-powered data integration platform. Onboard users and run DPF data workflows.
|
F 26 3⁄5 | ||||||||
| 32945 |
Search Brazilian case law from federal and state courts with verified decisions…
|
F 26 3⁄5 | ||||||||
| 32946 |
Detect whether an image is AI-generated or real, with an AI-probability score a…
|
F 26 3⁄5 | ||||||||
| 32947 |
Query 40 databases from Claude, ChatGPT, or Cursor — on any device. Read-only, …
|
F 26 3⁄5 | ||||||||
| 32948 |
Connect your AI to all your data - 200+ sources, intelligently filtered, compli…
|
F 26 3⁄5 | ||||||||
| 32949 |
Live sports stats and pre-computed analysis for AI assistants across NBA, MLB, …
|
F 26 3⁄5 | ||||||||
| 32950 |
Egnyte's remote MCP server for secure AI access, search, upload and file manage…
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F 26 3⁄5 | ||||||||