MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26651 |
Verified job search: every listing confirmed live and accepting applicants with…
|
B 80 2⁄5 | ||||||||
| 26652 |
Chatgpt app for Morning brief
|
B 80 2⁄5 | ||||||||
| 26653 |
Provides full access to the Shopify Admin GraphQL API through 75 tools for mana…
|
B 80 3⁄4 | ||||||||
| 26654 |
Free no-account URL security scan: 0-100 Launch Readiness score for any live si…
|
B 80 3⁄5 | ||||||||
| 26655 |
Parse PDF/Word/PPT/HTML to Markdown; tables as JSON, image extraction, RAG chun…
|
B 80 3⁄5 | ||||||||
| 26656 |
Guest API for meni.ge restaurants: browse menus, place orders, reserve tables. …
|
B 80 2⁄5 | ||||||||
| 26657 |
Suno AI music generation with custom lyrics, song extension, cover/remix creati…
|
B 80 3⁄4 | ||||||||
| 26658 |
gemini-media-mcp
Claim
Unified Gemini media generation: Nano Banana (images, editing, multi-reference …
|
B 80 3⁄4 | ||||||||
| 26659 |
Description of my MCP server
|
B 80 2⁄5 | ||||||||
| 26660 |
Does that Docker tag actually exist? Real tags, sizes and platforms, live from …
|
B 80 2⁄5 | ||||||||
| 26661 |
Repository evidence for agents before they adopt dependencies, enter codebases,…
|
B 80 2⁄5 | ||||||||
| 26662 |
Marketplace where AI agents get real work handled and build provable, evidence-…
|
B 80 2⁄5 | ||||||||
| 26663 |
Human Design bodygraph, type, authority, profile, gates and channels for AI age…
|
B 80 3⁄5 | ||||||||
| 26664 |
Search, compare and estimate rewards across US credit cards. Verified fees, APR…
|
B 80 2⁄5 | ||||||||
| 26665 |
Cross-border payment & banking intelligence for AI agents: SWIFT/BIC, IBAN, san…
|
B 80 3⁄5 | ||||||||
| 26666 |
DealScanner
Claim
Search real-estate deals, rank top areas, run rental/BRRRR/flip analysis, pull …
|
B 80 3⁄5 | ||||||||
| 26667 |
Description of my MCP server
|
B 80 2⁄5 | ||||||||
| 26668 |
Read-only MCP server for Mark Siazon's professional profile: projects, FAQ, pro…
|
B 80 2⁄5 | ||||||||
| 26669 |
Create hosted MCP servers from any OpenAPI spec. Requires a free Kaiva Bridge a…
|
B 80 2⁄5 | ||||||||
| 26670 |
MCP web extraction for Claude and Cursor: turn any URL into structured JSON wit…
|
B 80 3⁄4 | ||||||||
| 26671 |
Description of my MCP server
|
B 80 3⁄5 | ||||||||
| 26672 |
Manage social media from your AI client: analytics, posts, scheduling, media, a…
|
B 80 2⁄5 | ||||||||
| 26673 |
AI image generation with 6 Flux models (flux-dev, flux-pro, flux-kontext) inclu…
|
B 80 3⁄4 | ||||||||
| 26674 |
Search remote Model Context Protocol servers and tools discovered by BuiltWith,…
|
B 80 2⁄5 | ||||||||
| 26675 |
Vietnamese Lunar Calendar for date and calendar conversion, and cultural insigh…
|
B 80 3⁄5 | ||||||||
| 26676 |
Read-only public information about InfoAddict, Dan Crane, services, and contact…
|
B 80 2⁄5 | ||||||||
| 26677 |
tesseron
Claim
Expose typed web-app actions to MCP-compatible AI agents over WebSocket. TypeSc…
|
B 80 3⁄4 | ||||||||
| 26678 |
Search and query nTop's knowledge base and engineering guides from AI applicati…
|
B 80 2⁄5 | ||||||||
| 26679 |
Web search, URL content extraction to Markdown, site mapping, and recursive web…
|
B 80 2⁄5 | ||||||||
| 26680 |
Search events, conference weeks, cities, venues and artist schedules via remote…
|
B 80 2⁄5 | ||||||||
| 26681 |
Web scraping to clean Markdown with JS rendering, multi-page crawl, structured …
|
B 80 3⁄5 | ||||||||
| 26682 |
Enforce AI budgets before the model call and track cost per customer across 10 …
|
B 80 2⁄5 | ||||||||
| 26683 |
Persistent semantic memory storage, associative recall, and recent memory index…
|
B 80 2⁄5 | ||||||||
| 26684 |
AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative wh…
|
B 80 2⁄5 | ||||||||
| 26685 |
url smoke / headless QA: desktop+phone → pass/fail JSON. MCP shelf.kymac.co
|
B 80 2⁄5 | ||||||||
| 26686 |
Search flights, hotels & experiences at all-in prices, then build a trip on bre…
|
B 80 2⁄5 | ||||||||
| 26687 |
900,000+ Board of Veterans' Appeals decisions: VA outcomes, grant rates, PACT A…
|
B 80 2⁄5 | ||||||||
| 26688 |
Search каталогпо.рф (Russian software registry, 26k+ products) for import-subst…
|
B 80 3⁄4 | ||||||||
| 26689 |
Product and category demand trend volume over time, with growth signals. Free k…
|
B 80 3⁄5 | ||||||||
| 26690 |
Discover, quote & invoke RocketCore x402-paid cyber/market intelligence product…
|
B 80 2⁄5 | ||||||||
| 26691 |
600,000+ CS/AI/ML papers in your AI assistant: search, novelty scores, citation…
|
B 80 3⁄4 | ||||||||
| 26692 |
Search 760K+ companies by technographics with direction of change: adopting, re…
|
B 80 2⁄5 | ||||||||
| 26693 |
Free contractor-license checks from official state records; a no-match never pr…
|
B 80 2⁄5 | ||||||||
| 26694 |
AI-driven DFS lineup optimizer for MLB & NBA — build FanDuel & DraftKings lineu…
|
B 80 3⁄5 | ||||||||
| 26695 |
Ask a business's official customer support and get their verified answer, with …
|
B 80 2⁄5 | ||||||||
| 26696 |
Create and manage FadeHost game servers and VPS: configs, console, stats, backu…
|
B 80 2⁄5 | ||||||||
| 26697 |
Live US power market prices, load, generation, weather and permits for AI agent…
|
B 80 2⁄5 | ||||||||
| 26698 |
Disaster risk for any Japanese address from official government data. 6 hazards…
|
B 80 2⁄5 | ||||||||
| 26699 |
Price comparison across partner retailers. Read-only, 90-day history, disclosed…
|
B 80 2⁄5 | ||||||||
| 26700 |
Private chauffeured transport in Los Angeles. Price any trip at a fixed all-in …
|
B 80 2⁄5 | ||||||||