Scan Results: https://ollama.com/

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

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Openrouter scored 83 — you scored 61

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Ecosystem Discovery Analysis / ollama.com

Agent-Readiness Index Report

score_version: ars-1.0.0 · ARS methodology

Enterprise Audit
New Scan
Share X
61
/ 100
AI-CAPABLE ECOSYSTEM
Agent Ecosystem Discovery
ollama.com
Partial exploration capabilities. Lacks critical schemas or machine-indexing entrypoints.
FrameworkCustom Docs
Surfaces
5/13
Large Pages
4pgs
Nav Gap
0pts
Surface Inventory5 of 13 active
–
sitemap.xml Index
MISSING
✓
llms.txt Index
ACTIVE
–
llms-full.txt Spec
MISSING
–
OpenAPI Schema
MISSING
–
MCP Configuration
MISSING
✓
GitHub Repository
ACTIVE
✓
Documentation Root
ACTIVE
–
API Reference
MISSING
✓
Company Blog
ACTIVE
✓
Developer Auth
ACTIVE
–
App Dashboard
MISSING
–
Developer Changelog
MISSING
–
Status Page
MISSING
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
60/100
Machine Entrypoints
30/100
Canonical Sources
80/100
Content Quality
66/100
Graph Connectivity
56/100
Journey Success
100/100
Freshness / Drift
20/100
Runtime Validity
38/100

Problems

● Sitemap Index

No sitemap found.

● llms-full.txt Spec

Missing consolidated docs index.

● OpenAPI Schema

No standard OpenAPI specification found.

● MCP Configuration

No discoverable Model Context Protocol (mcp.json) config found.

● API Reference

No separate API Reference link validated.

● App Dashboard

No reachable app console detected.

● Support Center

No valid support links found.

● Developer Changelog

No active changelog found.

● Status Page

No status page detected.

● SDK Guidelines

No dedicated SDK documentation link detected.

Solutions

● Generate sitemap.xml
Publish a sitemap.xml to aid structural discovery for agent 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.
● 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.
● Connect Support Center Link
Provide help/support links so agents can retrieve troubleshooting logs.
● 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

68 Nodes • 156 Edges
Initializing graph engine...

Ecosystem Connection Logs

ollama.com👉 REFERENCESGitHub Repo
ollama.com🚥 LEADS TODocs Root
ollama.com👉 REFERENCESAuth / Login
ollama.com👉 REFERENCESBlog
ollama.com👉 REFERENCESLanding
ollama.com🚥 LEADS TOllms.txt
llms.txt👉 LINKSdocs.ollama.com/quickstart
llms.txt👉 LINKSollama.com/download
llms.txt👉 LINKSollama.com/library
llms.txt👉 LINKSdocs.ollama.com/api
llms.txt👉 LINKSdocs.ollama.com/openai
llms.txt👉 LINKSdocs.ollama.com/integrations
llms.txt👉 LINKSollama.com/signup
llms.txt👉 LINKSollama.com/pricing
llms.txt👉 LINKSollama.com/blog
llms.txt👉 LINKSgithub.com/ollama/ollama
llms.txt👉 REFERENCEShttps://ollama.com/llms.txt
https://ollama.com/llms.txt👉 LINKSdocs.ollama.com/quickstart
https://ollama.com/llms.txt👉 LINKSollama.com/download
https://ollama.com/llms.txt👉 LINKSollama.com/library
https://ollama.com/llms.txt👉 LINKSdocs.ollama.com/api
https://ollama.com/llms.txt👉 LINKSdocs.ollama.com/openai
https://ollama.com/llms.txt👉 LINKSdocs.ollama.com/integrations
https://ollama.com/llms.txt👉 LINKSollama.com/signup
https://ollama.com/llms.txt👉 LINKSollama.com/pricing
https://ollama.com/llms.txt👉 LINKSollama.com/blog
Docs Root👉 REFERENCESOllama documentation - Ollama
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/mintlify-assets/_next/static/media/83afe278b6a6bb3c.p.3a6ba036.w
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/mintlify-assets/_next/static/media/PaperMono_Variable.p.590789cb
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/mintlify-assets/_next/static/media/f67ad414ed34149c.p.84166d94.w
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/mintlify-assets/_next/static/chunks/a2c16a79b30ca688.css?dpl=dpl
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/mintlify-assets/_next/static/chunks/a336fa455c02e881.css?dpl=dpl
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/mintlify-assets/_next/static/chunks/6d55b684068fd47e.js?dpl=dpl_
Ollama documentation - Ollama👉 LINKSOllama documentation - Ollama
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/sitemap.xml
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/index.md
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/mintlify-assets/_mintlify/favicons/ollama-9269c548/rTOd4JgM8IuYT
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/llms.txt
Ollama documentation - Ollama👉 LINKSollama.com
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/quickstart
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/cloud
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/capabilities/streaming
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/capabilities/thinking
Ollama documentation - Ollama👉 LINKSdocs.ollama.com/capabilities/structured-outputs
Landing👉 REFERENCESollama.com
ollama.com👉 LINKSollama.com/public/hello.png
ollama.com👉 LINKSollama.com/download
ollama.com👉 LINKSdocs.ollama.com/integrations
ollama.com👉 LINKSollama.com/signup
ollama.com👉 LINKSollama.com/upgrade?plan=pro&interval=year
Blog👉 REFERENCESollama.com/blog
ollama.com/blog👉 LINKSollama.com/public/icon-16x16.png
ollama.com/blog👉 LINKSollama.com/public/icon-32x32.png
ollama.com/blog👉 LINKSollama.com/public/icon-48x48.png
ollama.com/blog👉 LINKSollama.com/public/icon-64x64.png
ollama.com/blog👉 LINKSollama.com/public/apple-touch-icon.png
ollama.com/blog👉 LINKSollama.com/public/android-chrome-icon-192x192.png
ollama.com/blog👉 LINKSollama.com/public/android-chrome-icon-512x512.png
ollama.com/blog👉 LINKSollama.com/blog/rss.xml
ollama.com/blog👉 LINKSollama.com/public/tailwind.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog👉 LINKSollama.com/public/vendor/prism/prism.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog👉 LINKSollama.com
ollama.com/blog👉 LINKSollama.com/search
ollama.com/blog👉 LINKSollama.com/docs
ollama.com/blog👉 LINKSollama.com/pricing
ollama.com/blog👉 LINKSollama.com/signin
ollama.com/blog👉 LINKSollama.com/download
ollama.com/blog👉 LINKSollama.com/blog/all-aboard-open-models
ollama.com/blog👉 LINKSollama.com/blog/faster-gemma-4-mlx-mtp
ollama.com/blog👉 LINKSollama.com/blog/mlx-performance
ollama.com/blog👉 LINKSollama.com/blog/improved-performance-and-model-support-with-gguf
ollama.com/blog👉 LINKSollama.com/blog/nemotron-3-ultra
ollama.com/blog👉 LINKSollama.com/blog/openjarvis
ollama.com/blog👉 LINKSollama.com/blog/mlx
ollama.com/blog👉 LINKSollama.com/blog/openclaw-tutorial
ollama.com/blog👉 LINKSollama.com/blog/web-search-subagents-claude-code
Docs Root👉 REFERENCESSign up
Sign up👉 LINKSsignin.ollama.com/_next/static/css/b4056df05e8a58ea.css
Sign up👉 LINKSsignin.ollama.com/_next/static/css/d060f533a32f9e4c.css
Sign up👉 LINKSsignin.ollama.com/_next/static/chunks/webpack-f85f2dade54adada.js
Sign up👉 LINKSsignin.ollama.com/_next/static/css/bd2cc306cd3999a4.css
Sign up👉 LINKSsignin.ollama.com/api/login?provider=GoogleOAuth&redirect_uri=https%3A%2F%2F
Sign up👉 LINKSsignin.ollama.com/?redirect_uri=https%3A%2F%2Follama.com%2Fauth%2Fcallback&a
Sign up👉 LINKSollama.com/terms
Sign up👉 LINKSollama.com/privacy
Docs Root👉 REFERENCESdocs.ollama.com/mintlify-assets/_next/static/media/83afe278b6a6bb3c.p.3a6ba036.w
Docs Root👉 REFERENCESdocs.ollama.com/mintlify-assets/_next/static/media/f67ad414ed34149c.p.84166d94.w
Docs Root👉 REFERENCESdocs.ollama.com/mintlify-assets/_next/static/media/PaperMono_Variable.p.590789cb
Blog👉 REFERENCESollama.com/blog/all-aboard-open-models
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/public/icon-16x16.png
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/public/icon-32x32.png
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/public/icon-48x48.png
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/public/icon-64x64.png
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/public/apple-touch-icon.png
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/public/android-chrome-icon-192x192.png
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/public/android-chrome-icon-512x512.png
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/public/tailwind.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/public/vendor/prism/prism.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/search
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/docs
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/pricing
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/signin
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/download
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/public/vendor/prism/prism.min.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/blog
ollama.com/blog/all-aboard-open-models👉 LINKSOllama documentation - Ollama
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/privacy
ollama.com/blog/all-aboard-open-models👉 LINKSollama.com/terms
Blog👉 REFERENCESollama.com/blog/faster-gemma-4-mlx-mtp
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/public/icon-16x16.png
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/public/icon-32x32.png
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/public/icon-48x48.png
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/public/icon-64x64.png
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/public/apple-touch-icon.png
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/public/android-chrome-icon-192x192.png
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/public/android-chrome-icon-512x512.png
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/public/tailwind.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/public/vendor/prism/prism.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/search
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/docs
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/pricing
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/signin
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/download
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/public/vendor/prism/prism.min.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/blog
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSOllama documentation - Ollama
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/privacy
ollama.com/blog/faster-gemma-4-mlx-mtp👉 LINKSollama.com/terms
Blog👉 REFERENCESollama.com/blog/mlx-performance
ollama.com/blog/mlx-performance👉 LINKSollama.com/public/icon-16x16.png
ollama.com/blog/mlx-performance👉 LINKSollama.com/public/icon-32x32.png
ollama.com/blog/mlx-performance👉 LINKSollama.com/public/icon-48x48.png
ollama.com/blog/mlx-performance👉 LINKSollama.com/public/icon-64x64.png
ollama.com/blog/mlx-performance👉 LINKSollama.com/public/apple-touch-icon.png
ollama.com/blog/mlx-performance👉 LINKSollama.com/public/android-chrome-icon-192x192.png
ollama.com/blog/mlx-performance👉 LINKSollama.com/public/android-chrome-icon-512x512.png
ollama.com/blog/mlx-performance👉 LINKSollama.com/public/tailwind.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog/mlx-performance👉 LINKSollama.com/public/vendor/prism/prism.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog/mlx-performance👉 LINKSollama.com
ollama.com/blog/mlx-performance👉 LINKSollama.com/search
ollama.com/blog/mlx-performance👉 LINKSollama.com/docs
ollama.com/blog/mlx-performance👉 LINKSollama.com/pricing
ollama.com/blog/mlx-performance👉 LINKSollama.com/signin
ollama.com/blog/mlx-performance👉 LINKSollama.com/download
ollama.com/blog/mlx-performance👉 LINKSollama.com/public/vendor/prism/prism.min.css?v=f26dc177a6949d64a5a60a385505b356
ollama.com/blog/mlx-performance👉 LINKSollama.com/blog
ollama.com/blog/mlx-performance👉 LINKSOllama documentation - Ollama
ollama.com/blog/mlx-performance👉 LINKSollama.com/privacy
ollama.com/blog/mlx-performance👉 LINKSollama.com/terms
Blog👉 REFERENCESollama.com/blog/rss.xml
Docs Root👉 REFERENCESsignin.ollama.com/_next/static/chunks/webpack-f85f2dade54adada.js
Docs Root👉 REFERENCESsignin.ollama.com/_next/static/css/b4056df05e8a58ea.css
Docs Root👉 REFERENCESsignin.ollama.com/_next/static/css/bd2cc306cd3999a4.css
Docs Root👉 REFERENCESsignin.ollama.com/_next/static/css/d060f533a32f9e4c.css
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Ollama Agent Readiness scorecard — 61/100
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