Scan Results: https://windsurf.com/
Vanity URL: scan.glintbase.dev/scan/windsurf
Leaderboard Standing
Openrouter scored 83 — you scored 53
30 points behind Openrouter.
#45 of 81 ecosystemsEcosystem Discovery Analysis / windsurf.com
Agent-Readiness Index Report
score_version: ars-1.0.0 · ARS methodology
53
/ 100
AI-CAPABLE ECOSYSTEM
Agent Ecosystem Discovery
windsurf.com
Partial exploration capabilities. Lacks critical schemas or machine-indexing entrypoints.
FrameworkCustom Docs
Surfaces
5/13
Large Pages
7pgs
Nav Gap
0pts
Surface Inventory5 of 13 active
✓
sitemap.xml Index
ACTIVE
–
llms.txt Index
MISSING
–
llms-full.txt Spec
MISSING
–
OpenAPI Schema
MISSING
–
MCP Configuration
MISSING
–
GitHub Repository
MISSING
✓
Documentation Root
ACTIVE
–
API Reference
MISSING
✓
Company Blog
ACTIVE
✓
Developer Auth
ACTIVE
✓
App Dashboard
ACTIVE
–
Developer Changelog
MISSING
–
Status Page
MISSING
Agent Journey Pathfinder (Deterministic)9/10 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 DimensionsTap cards to expand
Discoverability
100/100
Machine Entrypoints
0/100
Canonical Sources
50/100
Content Quality
58/100
Graph Connectivity
65/100
Journey Success
80/100
Freshness / Drift
20/100
Runtime Validity
29/100
Problems
● llms.txt Index
llms.txt present but failed content validation (empty, HTML error page, or too thin).
● llms-full.txt Spec
llms-full.txt found but failed content validation.
● OpenAPI Schema
OpenAPI-like URL found but body is not a valid OpenAPI document.
● MCP Configuration
No discoverable Model Context Protocol (mcp.json) config found.
● GitHub Repository
No valid public repository links found.
● API Reference
No separate API Reference link validated.
● Developer Changelog
No active changelog found.
● Status Page
No status page detected.
● SDK Guidelines
No dedicated SDK documentation link detected.
Solutions
● Configure llms.txt AI Entrypoint
Implement a /llms.txt file with Markdown summaries and links to guide AI crawlers.
● Consolidate llms-full.txt Spec
Create /llms-full.txt containing the full text of your docs to allow single-shot retrieval.
● Publish OpenAPI Specification
Expose a valid OpenAPI spec at /openapi.json (with paths) for automatic client generation.
● Expose MCP Server Tools
Expose a /mcp.json configuration file describing available agent server tool entrypoints.
● Link GitHub Repository
Link your public GitHub repository on the homepage to supply code context to agents.
● Configure API Reference Link
Publish a dedicated API Reference link to describe raw endpoints clearly.
● Implement changelog
Publish a changelog so agents can verify API changes and version updates.
● Provide Status Page Link
Link a public status page for runtime reliability signals.
● 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
Initializing graph engine...
Ecosystem Connection Logs
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Docs Root👉 REFERENCESDevin Desktop | Devin
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Docs Root👉 REFERENCESAbout | Cognition
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Docs Root👉 REFERENCESAcceptable Use Policy | Devin
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Docs Root👉 REFERENCESdevin.ai/blog
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Docs Root👉 REFERENCESWindsurf and AHEAD Form Strategic AI DevOps Partnership | Devin
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Docs Root👉 REFERENCESAmazon CodeWhisperer is out of beta. We tried it. Spoiler: it isn’t good. | Devin
Amazon CodeWhisperer is out of beta. We tried it. Spoiler: it isn’t good. | Devin👉 LINKSdevin.ai/assets/fonts/NBInternationalPro-Regular.woff2
Amazon CodeWhisperer is out of beta. We tried it. Spoiler: it isn’t good. | Devin👉 LINKSdevin.ai/assets/fonts/GeistMono-Regular.woff2
Amazon CodeWhisperer is out of beta. We tried it. Spoiler: it isn’t good. | Devin👉 LINKSdevin.ai/assets/fonts/Inter-latin.woff2
Amazon CodeWhisperer is out of beta. We tried it. Spoiler: it isn’t good. | Devin👉 LINKSdevin.ai/assets/fonts/IBMPlexMono-Regular.woff2
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Amazon CodeWhisperer is out of beta. We tried it. Spoiler: it isn’t good. | Devin👉 LINKSdevin.ai/
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Amazon CodeWhisperer is out of beta. We tried it. Spoiler: it isn’t good. | Devin👉 LINKSapp.devin.ai/login
Amazon CodeWhisperer is out of beta. We tried it. Spoiler: it isn’t good. | Devin👉 LINKSdevin.ai/blog
Amazon CodeWhisperer is out of beta. We tried it. Spoiler: it isn’t good. | Devin👉 LINKSdevin.ai/privacy-choices
Docs Root👉 REFERENCESAnduril on Windsurf | Devin
Anduril on Windsurf | Devin👉 LINKSdevin.ai/assets/fonts/NBInternationalPro-Regular.woff2
Anduril on Windsurf | Devin👉 LINKSdevin.ai/assets/fonts/GeistMono-Regular.woff2
Anduril on Windsurf | Devin👉 LINKSdevin.ai/assets/fonts/Inter-latin.woff2
Anduril on Windsurf | Devin👉 LINKSdevin.ai/assets/fonts/IBMPlexMono-Regular.woff2
Anduril on Windsurf | Devin👉 LINKSdevin.ai/favicon.svg
Anduril on Windsurf | Devin👉 LINKSdevin.ai/favicon.ico
Anduril on Windsurf | Devin👉 LINKSdevin.ai/icon.png
Anduril on Windsurf | Devin👉 LINKSdevin.ai/apple-icon.png
Anduril on Windsurf | Devin👉 LINKSdevin.ai/rss.xml
Anduril on Windsurf | Devin👉 LINKSdevin.ai/_astro/_slug_.CKQJtVgg.css
Anduril on Windsurf | Devin👉 LINKSdevin.ai/_astro/_caseStudy_.JW9LrAOL.css
Anduril on Windsurf | Devin👉 LINKSdevin.ai/
Anduril on Windsurf | Devin👉 LINKSdevin.ai/customers
Anduril on Windsurf | Devin👉 LINKSdevin.ai/pricing
Anduril on Windsurf | Devin👉 LINKSdevin.ai/download
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Anduril on Windsurf | Devin👉 LINKSdevin.ai/blog
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Docs Root👉 REFERENCESStatement on Anthropic Model Availability | Devin
Statement on Anthropic Model Availability | Devin👉 LINKSdevin.ai/assets/fonts/NBInternationalPro-Regular.woff2
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Statement on Anthropic Model Availability | Devin👉 LINKSdevin.ai/pricing
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Statement on Anthropic Model Availability | Devin👉 LINKSdevin.ai/blog
Statement on Anthropic Model Availability | Devin👉 LINKSdevin.ai/privacy-choices
Docs Root👉 REFERENCESathenahealth Advances Healthcare Innovation with Windsurf | Devin
athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/assets/fonts/NBInternationalPro-Regular.woff2
athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/assets/fonts/GeistMono-Regular.woff2
athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/assets/fonts/Inter-latin.woff2
athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/assets/fonts/IBMPlexMono-Regular.woff2
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athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/apple-icon.png
athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/rss.xml
athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/_astro/_slug_.CKQJtVgg.css
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athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/
athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/customers
athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/pricing
athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/download
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athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/blog
athenahealth Advances Healthcare Innovation with Windsurf | Devin👉 LINKSdevin.ai/privacy-choices
Docs Root👉 REFERENCESAtlassian x Codeium | Devin
Atlassian x Codeium | Devin👉 LINKSdevin.ai/assets/fonts/NBInternationalPro-Regular.woff2
Atlassian x Codeium | Devin👉 LINKSdevin.ai/assets/fonts/GeistMono-Regular.woff2
Atlassian x Codeium | Devin👉 LINKSdevin.ai/assets/fonts/Inter-latin.woff2
Atlassian x Codeium | Devin👉 LINKSdevin.ai/assets/fonts/IBMPlexMono-Regular.woff2
Atlassian x Codeium | Devin👉 LINKSdevin.ai/favicon.svg
Atlassian x Codeium | Devin👉 LINKSdevin.ai/favicon.ico
Atlassian x Codeium | Devin👉 LINKSdevin.ai/icon.png
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Atlassian x Codeium | Devin👉 LINKSdevin.ai/rss.xml
Atlassian x Codeium | Devin👉 LINKSdevin.ai/_astro/_slug_.CKQJtVgg.css
Atlassian x Codeium | Devin👉 LINKSdevin.ai/_astro/_caseStudy_.JW9LrAOL.css
Atlassian x Codeium | Devin👉 LINKSdevin.ai/
Atlassian x Codeium | Devin👉 LINKSdevin.ai/customers
Atlassian x Codeium | Devin👉 LINKSdevin.ai/pricing
Atlassian x Codeium | Devin👉 LINKSdevin.ai/download
Atlassian x Codeium | Devin👉 LINKSapp.devin.ai/login
Atlassian x Codeium | Devin👉 LINKSdevin.ai/blog
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Docs Root👉 REFERENCESCode Suggestion Attribution | Devin
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