Scan Results: https://github.com/ImperioKDB

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

LeaderboardNew Scan
Leaderboard Standing

Openrouter scored 83 — you scored 71

12 points behind Openrouter.

#13 of 83 ecosystems
See the leaderboard
Ecosystem Discovery Analysis / github.com

Agent-Readiness Index Report

score_version: ars-1.0.0 · ARS methodology

Enterprise Audit
New Scan
Share X
71
/ 100
AI-FRIENDLY ECOSYSTEM
Agent Ecosystem Discovery
github.com
AI-ready surfaces with complete discovery paths. Minor updates needed to reach elite index.
FrameworkGitHub Repo Layout
Surfaces
8/13
Large Pages
3pgs
Nav Gap
0pts
Surface Inventory8 of 13 active
–
sitemap.xml Index
MISSING
✓
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
MISSING
✓
Developer Auth
ACTIVE
–
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
1 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
60/100
Machine Entrypoints
65/100
Canonical Sources
80/100
Content Quality
78/100
Graph Connectivity
37/100
Journey Success
100/100
Freshness / Drift
80/100
Runtime Validity
63/100

Problems

● Sitemap Index

No sitemap found.

● OpenAPI Schema

No standard OpenAPI specification found.

● API Reference

No separate API Reference link validated.

● App Dashboard

No reachable app console detected.

● Company Blog

No active blog detected.

● SDK Guidelines

No dedicated SDK documentation link detected.

Solutions

● Generate sitemap.xml
Publish a sitemap.xml to aid structural discovery for agent crawlers.
● 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.
● 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

97 Nodes • 143 Edges
Initializing graph engine...

Ecosystem Connection Logs

The future of building happens together👉 LINKSgithub.com/features/codespaces
The future of building happens together👉 LINKSgithub.com/mobile
GitHub👉 LINKSdocs.github.com/en/copilot/get-started/quickstart
Docs Root👉 REFERENCEShttps://docs.github.com
https://docs.github.com👉 LINKSdocs.github.com/en
Landing👉 REFERENCESThe future of building happens together
The future of building happens together👉 LINKSgithub.com/github-copilot/pro
The future of building happens together👉 LINKSgithub.com/features/copilot
The future of building happens together👉 LINKSgithub.com/customer-stories/duolingo
llms.txt👉 LINKSdocs.github.com/en/copilot/concepts/agents/cloud-agent/about-cloud-agent
GitHub👉 LINKSdocs.github.com/en/copilot/get-started/best-practices
The future of building happens together👉 LINKSgithub.com/features/actions
GitHub👉 LINKSdocs.github.com/en/copilot/get-started/features
github.com👉 REFERENCESLanding
github.com🚥 LEADS TOllms.txt
github.com👉 REFERENCESllms-full.txt
github.com🚥 LEADS TOMCP Config
github.com👉 REFERENCESGitHub Repo
github.com🚥 LEADS TODocs Root
github.com👉 REFERENCESAuth / Login
github.com👉 REFERENCESSupport Portal
github.com👉 REFERENCESChangelog
github.com👉 REFERENCESStatus Page
llms.txt👉 LINKSdocs.github.com/api/pagelist/versions
llms.txt👉 LINKSdocs.github.com/api/pagelist/languages
llms.txt👉 LINKSdocs.github.com/api/pagelist/en/free-pro-team@latest
llms.txt👉 LINKSdocs.github.com/api/article
llms.txt👉 LINKSdocs.github.com/api/article/body
llms.txt👉 LINKSdocs.github.com/api/search/v1
llms.txt👉 LINKSgithub.com/github/github-mcp-server
llms.txt👉 LINKSdocs.github.com/en/copilot/how-tos/provide-context/use-mcp-in-your-ide/extend-co
llms.txt👉 LINKSdocs.github.com/en/copilot/how-tos/provide-context/use-mcp-in-your-ide/use-the-g
llms.txt👉 LINKSdocs.github.com/en/copilot/how-tos/provide-context/use-mcp-in-your-ide/set-up-th
GitHub👉 LINKSdocs.github.com/en/copilot/get-started/plans
llms.txt👉 LINKSdocs.github.com/en/copilot/how-tos/use-copilot-agents/cloud-agent/create-custom-
llms.txt👉 LINKSdocs.github.com/en/github-cli/github-cli
llms.txt👉 LINKSdocs.github.com/en/github-cli/github-cli/quickstart
llms.txt👉 LINKSdocs.github.com/en/rest
llms.txt👉 LINKSdocs.github.com/en/graphql
llms.txt👉 LINKSdocs.github.com/en/actions
llms.txt👉 LINKSdocs.github.com/en/copilot
llms.txt👉 LINKSdocs.github.com/en/copilot/concepts/billing/usage-based-billing-for-individuals
llms.txt👉 LINKSdocs.github.com/en/copilot/concepts/billing/usage-based-billing-for-organization
llms.txt👉 LINKSdocs.github.com/en/copilot/concepts/models/auto-model-selection
llms.txt👉 LINKSdocs.github.com/en/copilot/get-started/best-practices
llms.txt👉 LINKSdocs.github.com/en/copilot/get-started/features
llms.txt👉 LINKSdocs.github.com/en/copilot/get-started/plans
llms.txt👉 LINKSdocs.github.com/en/copilot/get-started/quickstart
llms.txt👉 LINKSdocs.github.com/en/copilot/get-started/what-is-github-copilot
llms.txt👉 LINKSdocs.github.com/en/copilot/how-tos/chat-with-copilot/chat-in-ide
llms.txt👉 LINKSdocs.github.com/en/copilot/how-tos/copilot-cli/set-up-copilot-cli/install-copilo
llms.txt👉 LINKSdocs.github.com/en/copilot/how-tos/copilot-cli/use-copilot-cli/overview
llms.txt👉 LINKSdocs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/add-custo
llms.txt👉 REFERENCESGitHub
GitHub👉 LINKSdocs.github.com/api/pagelist/versions
GitHub👉 LINKSdocs.github.com/api/pagelist/languages
GitHub👉 LINKSdocs.github.com/api/pagelist/en/free-pro-team@latest
GitHub👉 LINKSdocs.github.com/api/article
GitHub👉 LINKSdocs.github.com/api/article/body
GitHub👉 LINKSdocs.github.com/api/search/v1
GitHub👉 LINKSgithub.com/github/github-mcp-server
GitHub👉 LINKSdocs.github.com/en/copilot/how-tos/provide-context/use-mcp-in-your-ide/extend-co
GitHub👉 LINKSdocs.github.com/en/copilot/how-tos/provide-context/use-mcp-in-your-ide/use-the-g
GitHub👉 LINKSdocs.github.com/en/copilot/how-tos/provide-context/use-mcp-in-your-ide/set-up-th
GitHub👉 LINKSdocs.github.com/en/copilot/concepts/agents/cloud-agent/about-cloud-agent
GitHub👉 LINKSdocs.github.com/en/copilot/how-tos/use-copilot-agents/cloud-agent/create-custom-
GitHub👉 LINKSdocs.github.com/en/github-cli/github-cli
GitHub👉 LINKSdocs.github.com/en/github-cli/github-cli/quickstart
GitHub👉 LINKSdocs.github.com/en/rest
GitHub👉 LINKSdocs.github.com/en/graphql
GitHub👉 LINKSdocs.github.com/en/actions
GitHub👉 LINKSdocs.github.com/en/copilot
GitHub👉 LINKSdocs.github.com/en/copilot/concepts/billing/usage-based-billing-for-individuals
GitHub👉 LINKSdocs.github.com/en/copilot/concepts/billing/usage-based-billing-for-organization
GitHub👉 LINKSdocs.github.com/en/copilot/concepts/models/auto-model-selection
The future of building happens together👉 LINKSgithub.com/marketplace
The future of building happens together👉 LINKSgithub.com/security/advanced-security
The future of building happens together👉 LINKSgithub.com/security/advanced-security/code-security
The future of building happens together👉 LINKSgithub.com/security/advanced-security/software-supply-chain
The future of building happens together👉 LINKSgithub.com/security/advanced-security/secret-protection
The future of building happens together👉 LINKSgithub.com/features/issues
The future of building happens together👉 LINKSgithub.com/features/discussions
The future of building happens together👉 LINKSgithub.com/features/code-review
The future of building happens together👉 LINKSgithub.com/sponsors
The future of building happens together👉 LINKSgithub.com/customer-stories
The future of building happens together👉 LINKSgithub.com/solutions
Landing👉 REFERENCESYekini Roqeeb Abolaji ImperioKDB
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/login?return_to=https%3A%2F%2Fgithub.com%2FImperioKDB
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSYekini Roqeeb Abolaji ImperioKDB
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSdocs.github.com/articles/blocking-a-user-from-your-personal-account
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSdocs.github.com/articles/reporting-abuse-or-spam
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/contact/report-abuse?report=ImperioKDB+%28user%29
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/tacsfon-merch
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/tacsfon-merch/stargazers
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/Forge-frontend
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/Forge-v1-0/Forge-frontend
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/Forge-frontend/stargazers
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/Physics-Question-Bank
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/pastq-backend
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/pastq-frontend
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/soniq-frontend
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSdocs.github.com/articles/why-are-my-contributions-not-showing-up-on-my-profile
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/lafiya-backend
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/lafiya-backend/commits?author=ImperioKDB&since=2026-08-01&
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/Rodam-Treats
Yekini Roqeeb Abolaji ImperioKDB👉 LINKSgithub.com/ImperioKDB/Rodam-Treats/commits?author=ImperioKDB&since=2026-08-01&un
llms-full.txt👉 REFERENCESGitHub
GitHub👉 LINKSdocs.github.com/api/pagelist/versions
GitHub👉 LINKSdocs.github.com/api/pagelist/languages
GitHub👉 LINKSdocs.github.com/api/pagelist/en/free-pro-team@latest
GitHub👉 LINKSdocs.github.com/api/article
GitHub👉 LINKSdocs.github.com/api/article/body
GitHub👉 LINKSdocs.github.com/api/search/v1
GitHub👉 LINKSgithub.com/github/github-mcp-server
GitHub👉 LINKSdocs.github.com/en/copilot/how-tos/provide-context/use-mcp-in-your-ide/extend-co
GitHub👉 LINKSdocs.github.com/en/copilot/how-tos/provide-context/use-mcp-in-your-ide/use-the-g
GitHub👉 LINKSdocs.github.com/en/copilot/how-tos/provide-context/use-mcp-in-your-ide/set-up-th
GitHub👉 LINKSdocs.github.com/en/copilot/concepts/agents/cloud-agent/about-cloud-agent
GitHub👉 LINKSdocs.github.com/en/copilot/how-tos/use-copilot-agents/cloud-agent/create-custom-
GitHub👉 LINKSdocs.github.com/en/github-cli/github-cli
GitHub👉 LINKSdocs.github.com/en/github-cli/github-cli/quickstart
GitHub👉 LINKSdocs.github.com/en/rest
GitHub👉 LINKSdocs.github.com/en/graphql
GitHub👉 LINKSdocs.github.com/en/actions
GitHub👉 LINKSdocs.github.com/en/copilot
GitHub👉 LINKSdocs.github.com/en/copilot/concepts/billing/usage-based-billing-for-individuals
GitHub👉 LINKSdocs.github.com/en/copilot/concepts/billing/usage-based-billing-for-organization
GitHub👉 LINKSdocs.github.com/en/copilot/concepts/models/auto-model-selection
GitHub👉 LINKSdocs.github.com/en/copilot/get-started/best-practices
GitHub👉 LINKSdocs.github.com/en/copilot/get-started/features
GitHub👉 LINKSdocs.github.com/en/copilot/get-started/plans
GitHub👉 LINKSdocs.github.com/en/copilot/get-started/quickstart
Auth / Login👉 REFERENCESgithub.com/login?return_to=https%3A%2F%2Fgithub.com%2FImperioKDB
github.com/login?return_to=https%3A%2F%2Fgithub.com%2FImperioKDB👉 LINKSgithub.com/password_reset
github.com/login?return_to=https%3A%2F%2Fgithub.com%2FImperioKDB👉 LINKSgithub.com/signup?source=login
github.com/login?return_to=https%3A%2F%2Fgithub.com%2FImperioKDB👉 LINKSdocs.github.com/site-policy/github-terms/github-terms-of-service
github.com/login?return_to=https%3A%2F%2Fgithub.com%2FImperioKDB👉 LINKSdocs.github.com/site-policy/privacy-policies/github-privacy-statement
github.com/login?return_to=https%3A%2F%2Fgithub.com%2FImperioKDB👉 LINKShttps://docs.github.com
github.com/login?return_to=https%3A%2F%2Fgithub.com%2FImperioKDB👉 LINKSsupport.github.com/
MCP Config👉 REFERENCEShttps://github.com/mcp.json
GitHub Repo👉 REFERENCEShttps://github.com/opensearch.xml
Support Portal👉 REFERENCESsupport.github.com/
support.github.com/👉 LINKSsupport.github.com/request/landing
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Github Agent Readiness scorecard — 71/100
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