Scan Results: https://glintbase.dev/

Vanity URL: scan.glintbase.dev/scan/glintbase

LeaderboardNew Scan
Leaderboard Standing

Openrouter scored 83 — you scored 82

1 point behind Openrouter.

#2 of 81 ecosystems
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Ecosystem Discovery Analysis / glintbase.dev

Agent-Readiness Index Report

score_version: ars-1.0.0 · ARS methodology

Enterprise Audit
New Scan
Share X
82
/ 100
AI-FRIENDLY ECOSYSTEM
Agent Ecosystem Discovery
glintbase.dev
AI-ready surfaces with complete discovery paths. Minor updates needed to reach elite index.
FrameworkCustom Docs
Surfaces
9/13
Large Pages
5pgs
Nav Gap
0pts
Surface Inventory9 of 13 active
✓
sitemap.xml Index
ACTIVE
✓
llms.txt Index
ACTIVE
✓
llms-full.txt Spec
ACTIVE
–
OpenAPI Schema
MISSING
✓
MCP Configuration
ACTIVE
✓
GitHub Repository
ACTIVE
✓
Documentation Root
ACTIVE
–
API Reference
MISSING
✓
Company Blog
ACTIVE
–
Developer Auth
MISSING
–
App Dashboard
MISSING
✓
Developer Changelog
ACTIVE
✓
Status Page
ACTIVE
Agent Journey Pathfinder (Deterministic)10/10 passed
●
Find Docs Overview
1 hops
●
Find llms.txt Entrypoint
2 hops
●
Authenticate
1 hops
●
Install SDK
1 hops
●
Create API Key
1 hops
●
Send First Request
1 hops
●
Resolve OpenAPI Operation
1 hops
●
Configure Webhook
1 hops
●
Locate Error Handling
1 hops
●
Recover from Setup Issue
1 hops
Ecosystem Diagnostic Dimensions
Discoverability
100/100
Machine Entrypoints
65/100
Canonical Sources
80/100
Content Quality
78/100
Graph Connectivity
65/100
Journey Success
100/100
Freshness / Drift
100/100
Runtime Validity
69/100

Problems

● OpenAPI Schema

No standard OpenAPI specification found.

● API Reference

No separate API Reference link validated.

● Developer Auth

Could not locate reachable developer login or console.

● App Dashboard

No reachable app console detected.

● SDK Guidelines

No dedicated SDK documentation link detected.

Solutions

● Publish OpenAPI Specification
Expose a valid OpenAPI spec at /openapi.json (with paths) for automatic client generation.
● Configure API Reference Link
Publish a dedicated API Reference link to describe raw endpoints clearly.
● Bridge Developer Authentication Link
Ensure login and API key provisioning screens are discoverable for automated credential setups.
● Add Developer Dashboard Link
Ensure a links dashboard is provided for developer keys and workspace management.
● Add SDK Integration Guides
Publish SDK install guides (npm/pip) linked from docs or homepage.

Audit Items

Problem Summary Prompt

Copy a compressed diagnostic summary of missing entrypoints to share with your team or feeding to LLM pipelines.

Fixes / Solutions Prompt

Copy complete implementations and config files to copy-paste directly into Cursor, Claude Code, or Copilot.

Extracted Knowledge Base

Graph Map Overview

Knowledge Graph

47 Nodes • 196 Edges
Initializing graph engine...

Ecosystem Connection Logs

Docs Root👉 REFERENCESglintbase.dev/
glintbase.dev/👉 LINKSglintbase.dev/
glintbase.dev/👉 LINKSscan.glintbase.dev
glintbase.dev/👉 LINKSglintbase.dev/blog
llms.txt👉 LINKSglintbase.dev/enterprise
glintbase.dev👉 REFERENCESLanding
glintbase.dev🚥 LEADS TOSitemap
glintbase.dev🚥 LEADS TOllms.txt
glintbase.dev👉 REFERENCESllms-full.txt
glintbase.dev🚥 LEADS TOMCP Config
glintbase.dev👉 REFERENCESGitHub Repo
glintbase.dev🚥 LEADS TODocs Root
glintbase.dev👉 REFERENCESSupport Portal
glintbase.dev👉 REFERENCESBlog
glintbase.dev👉 REFERENCESChangelog
glintbase.dev👉 REFERENCESStatus Page
llms.txt👉 LINKSscan.glintbase.dev
llms.txt👉 LINKSglintbase.dev/docs
llms.txt👉 LINKSglintbase.dev/blog
llms.txt👉 LINKSglintbase.dev/changelog
llms.txt👉 LINKSglintbase.dev/support
llms.txt👉 LINKSglintbase.dev/status
llms.txt👉 LINKSgithub.com/glintbase/glintscanner
llms.txt👉 LINKSgithub.com/glintbase/glintscanner/tree/main/cli
llms.txt👉 LINKSgithub.com/glintbase/glintscanner/tree/main/mcp
llms.txt👉 LINKSglintbase.dev/mcp.json
llms.txt👉 LINKSgithub.com/glintbase/glintscanner/tree/main/skills
llms.txt👉 LINKSglintbase.dev/blog/AI-agents-needs-a-different-interface
llms.txt👉 LINKSglintbase.dev/blog/why-agents-use-the-web-differently
llms.txt👉 LINKSglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
llms.txt👉 LINKSglintbase.dev/blog/docs-drift-is-killing-ai
llms.txt👉 LINKSglintbase.dev/llms-full.txt
llms.txt👉 REFERENCEShttps://glintbase.dev/llms.txt
https://glintbase.dev/llms.txt👉 LINKSscan.glintbase.dev
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/docs
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/enterprise
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/blog
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/changelog
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/support
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/status
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/mcp.json
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/blog/AI-agents-needs-a-different-interface
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/blog/why-agents-use-the-web-differently
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/blog/docs-drift-is-killing-ai
https://glintbase.dev/llms.txt👉 LINKSglintbase.dev/llms-full.txt
Blog👉 REFERENCESglintbase.dev/blog/docs-drift-is-killing-ai
glintbase.dev/blog/docs-drift-is-killing-ai👉 LINKSscan.glintbase.dev
glintbase.dev/blog/docs-drift-is-killing-ai👉 LINKSglintbase.dev/
glintbase.dev/blog/docs-drift-is-killing-ai👉 LINKSglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
glintbase.dev/blog/docs-drift-is-killing-ai👉 LINKSglintbase.dev/blog/why-agents-use-the-web-differently
Docs Root👉 REFERENCESglintbase.dev/docs
glintbase.dev/docs👉 LINKSscan.glintbase.dev
glintbase.dev/docs👉 LINKSglintbase.dev/mcp.json
glintbase.dev/docs👉 LINKShttps://glintbase.dev/llms.txt
glintbase.dev/docs👉 LINKSglintbase.dev/llms-full.txt
glintbase.dev/docs👉 LINKSglintbase.dev/sitemap.xml
glintbase.dev/docs👉 LINKSglintbase.dev/changelog
glintbase.dev/docs👉 LINKSglintbase.dev/status
glintbase.dev/docs👉 LINKSglintbase.dev/support
Changelog👉 REFERENCESglintbase.dev/changelog
glintbase.dev/👉 LINKSglintbase.dev/frames/ezgif-frame-001.jpg
glintbase.dev/👉 LINKSglintbase.dev/report-preview.png
glintbase.dev/👉 LINKSglintbase.dev/enterprise
glintbase.dev/👉 LINKSglintbase.dev/blog/docs-drift-is-killing-ai
glintbase.dev/👉 LINKSglintbase.dev/blog/why-most-rag-fails
glintbase.dev/👉 LINKSglintbase.dev/blog/future-of-agent-operable-software
Landing👉 REFERENCESglintbase.dev/
Blog👉 REFERENCESglintbase.dev/blog
glintbase.dev/blog👉 LINKSglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
glintbase.dev/blog👉 LINKSglintbase.dev/blog/why-agents-use-the-web-differently
glintbase.dev/blog👉 LINKSglintbase.dev/blog/AI-agents-needs-a-different-interface
glintbase.dev/blog👉 LINKSglintbase.dev/blog/what-is-ai-readiness
glintbase.dev/blog👉 LINKSglintbase.dev/blog/docs-drift-is-killing-ai
glintbase.dev/blog👉 LINKSglintbase.dev/blog/future-of-agent-operable-software
glintbase.dev/blog👉 LINKSglintbase.dev/blog/why-most-rag-fails
Blog👉 REFERENCESglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
glintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software👉 LINKSscan.glintbase.dev
glintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software👉 LINKSglintbase.dev/
glintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software👉 LINKSglintbase.dev/blog/why-agents-use-the-web-differently
glintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software👉 LINKSglintbase.dev/blog/AI-agents-needs-a-different-interface
Blog👉 REFERENCESglintbase.dev/blog/AI-agents-needs-a-different-interface
glintbase.dev/blog/AI-agents-needs-a-different-interface👉 LINKSscan.glintbase.dev
glintbase.dev/blog/AI-agents-needs-a-different-interface👉 LINKSglintbase.dev/
glintbase.dev/blog/AI-agents-needs-a-different-interface👉 LINKSglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
glintbase.dev/blog/AI-agents-needs-a-different-interface👉 LINKSglintbase.dev/blog/why-agents-use-the-web-differently
Blog👉 REFERENCESglintbase.dev/blog/future-of-agent-operable-software
glintbase.dev/blog/future-of-agent-operable-software👉 LINKSglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
glintbase.dev/blog/future-of-agent-operable-software👉 LINKSglintbase.dev/blog/why-agents-use-the-web-differently
glintbase.dev/blog/what-is-ai-readiness👉 LINKSAuthentication
Blog👉 REFERENCESglintbase.dev/blog/what-is-ai-readiness
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/_next/static/media/558ca1a6aa3cb55e-s.p.woff2
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/_next/static/media/9cc5b37ab1350db7-s.p.woff2
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/_next/static/media/e4af272ccee01ff0-s.p.woff2
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/_next/static/media/e6099e249fd938cc-s.p.woff2
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/_next/static/css/5b5b4624af514bb4.css
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/_next/static/css/4108340f2caf3477.css
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/_next/static/chunks/webpack-f8de199dc280fdfa.js
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/favicon.ico
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/icon.svg?0f331e58cb821c61
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/
glintbase.dev/blog/what-is-ai-readiness👉 LINKSscan.glintbase.dev
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/docs
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/blog
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/enterprise
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
glintbase.dev/blog/what-is-ai-readiness👉 LINKSglintbase.dev/blog/why-agents-use-the-web-differently
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSAuthentication
Blog👉 REFERENCESglintbase.dev/blog/why-agents-use-the-web-differently
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/_next/static/media/558ca1a6aa3cb55e-s.p.woff2
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/_next/static/media/9cc5b37ab1350db7-s.p.woff2
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/_next/static/media/e4af272ccee01ff0-s.p.woff2
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/_next/static/media/e6099e249fd938cc-s.p.woff2
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/_next/static/css/5b5b4624af514bb4.css
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/_next/static/css/4108340f2caf3477.css
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/_next/static/chunks/webpack-f8de199dc280fdfa.js
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/favicon.ico
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/icon.svg?0f331e58cb821c61
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSscan.glintbase.dev
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/docs
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/blog
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/enterprise
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
glintbase.dev/blog/why-agents-use-the-web-differently👉 LINKSglintbase.dev/blog/AI-agents-needs-a-different-interface
glintbase.dev/blog/why-most-rag-fails👉 LINKSAuthentication
Blog👉 REFERENCESglintbase.dev/blog/why-most-rag-fails
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/_next/static/media/558ca1a6aa3cb55e-s.p.woff2
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/_next/static/media/9cc5b37ab1350db7-s.p.woff2
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/_next/static/media/e4af272ccee01ff0-s.p.woff2
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/_next/static/media/e6099e249fd938cc-s.p.woff2
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/_next/static/css/5b5b4624af514bb4.css
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/_next/static/css/4108340f2caf3477.css
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/_next/static/chunks/webpack-f8de199dc280fdfa.js
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/favicon.ico
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/icon.svg?0f331e58cb821c61
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/
glintbase.dev/blog/why-most-rag-fails👉 LINKSscan.glintbase.dev
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/docs
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/blog
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/enterprise
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
glintbase.dev/blog/why-most-rag-fails👉 LINKSglintbase.dev/blog/why-agents-use-the-web-differently
Landing👉 REFERENCESglintbase.dev/enterprise
glintbase.dev/enterprise👉 LINKSglintbase.dev/_next/static/media/558ca1a6aa3cb55e-s.p.woff2
glintbase.dev/enterprise👉 LINKSglintbase.dev/_next/static/media/9cc5b37ab1350db7-s.p.woff2
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glintbase.dev/enterprise👉 LINKSglintbase.dev/_next/static/css/5b5b4624af514bb4.css
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glintbase.dev/enterprise👉 LINKSglintbase.dev/favicon.ico
glintbase.dev/enterprise👉 LINKSglintbase.dev/icon.svg?0f331e58cb821c61
glintbase.dev/enterprise👉 LINKSglintbase.dev/
glintbase.dev/enterprise👉 LINKSglintbase.dev/blog
glintbase.dev/enterprise👉 LINKSglintbase.dev/blog/AI-agents-needs-a-different-interface
glintbase.dev/enterprise👉 LINKSglintbase.dev/blog/why-agents-use-the-web-differently
glintbase.dev/enterprise👉 LINKSglintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software
glintbase.dev/enterprise👉 LINKSscan.glintbase.dev
llms-full.txt👉 REFERENCESglintbase.dev/llms-full.txt
MCP Config👉 REFERENCESglintbase.dev/mcp.json
Status Page👉 REFERENCESglintbase.dev/status
glintbase.dev/status👉 LINKSglintbase.dev/_next/static/css/5b5b4624af514bb4.css
glintbase.dev/status👉 LINKSglintbase.dev/_next/static/css/4108340f2caf3477.css
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glintbase.dev/status👉 LINKSglintbase.dev/favicon.ico
glintbase.dev/status👉 LINKSglintbase.dev/icon.svg?0f331e58cb821c61
glintbase.dev/status👉 LINKSglintbase.dev/
glintbase.dev/status👉 LINKSscan.glintbase.dev
glintbase.dev/status👉 LINKSglintbase.dev/docs
glintbase.dev/status👉 LINKSglintbase.dev/blog
glintbase.dev/status👉 LINKSglintbase.dev/enterprise
glintbase.dev/status👉 LINKSglintbase.dev/support
Support Portal👉 REFERENCESglintbase.dev/support
glintbase.dev/support👉 LINKSglintbase.dev/_next/static/media/558ca1a6aa3cb55e-s.p.woff2
glintbase.dev/support👉 LINKSglintbase.dev/_next/static/media/9cc5b37ab1350db7-s.p.woff2
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glintbase.dev/support👉 LINKSglintbase.dev/icon.svg?0f331e58cb821c61
glintbase.dev/support👉 LINKSglintbase.dev/
glintbase.dev/support👉 LINKSscan.glintbase.dev
glintbase.dev/support👉 LINKSglintbase.dev/docs
glintbase.dev/support👉 LINKSglintbase.dev/blog
glintbase.dev/support👉 LINKSglintbase.dev/enterprise
Landing👉 REFERENCESglintbase.dev/_next/static/css/5b5b4624af514bb4.css
Landing👉 REFERENCESglintbase.dev/_next/static/media/558ca1a6aa3cb55e-s.p.woff2
Landing👉 REFERENCESglintbase.dev/_next/static/media/9cc5b37ab1350db7-s.p.woff2
Landing👉 REFERENCESglintbase.dev/_next/static/media/e4af272ccee01ff0-s.p.woff2
Landing👉 REFERENCESglintbase.dev/_next/static/media/e6099e249fd938cc-s.p.woff2
Landing👉 REFERENCESglintbase.dev/_next/static/chunks/webpack-f8de199dc280fdfa.js
Landing👉 REFERENCESglintbase.dev/_next/static/css/4108340f2caf3477.css
Landing👉 REFERENCESglintbase.dev/favicon.ico
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Glintbase Agent Readiness scorecard — 82/100
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