How Logseq’s scores are calculated

Point an agent at llms.txt or agent-oriented docsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [probe] https://plugins-doc.logseq.com/llms.txt“PROBE llms.txt: HTTP 404 at https://plugins-doc.logseq.com/llms.txt”
• [probe] https://plugins-doc.logseq.com/openapi.json“PROBE openapi: all candidate paths 404 (https://plugins-doc.logseq.com/openapi.json, https://plugins-doc.logseq.com/swagger.json, https://plugins-doc.logseq.com/api/openapi.json, https://plugins-doc.logseq.com/.well-known/openapi.json)”

Run the product headlessly / in CI for automationweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [claimed-docs] https://logseq.com“Logseq: A privacy-first, open-source knowledge base”

Plug MCP servers into this product so it can use their toolsweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“Extends the functionality of logseq with third party tools ... third-party plugins from the Marketplace, can be searched, installed, updated and removed.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [community] https://hn.algolia.com/api/v1/items/48896229“I've got so much already in logseq though, and I really like the model. Right now I'm thinking I'll just stay on version one as long as possible. Not being able to use Claude or codex anymore to write or update pages is a real deal breaker for me.”

Connect an agent via an official MCP serverweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“Extends the functionality of logseq with third party tools ... third-party plugins from the Marketplace, can be searched, installed, updated and removed.”

Use an official CLIweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Drive the product through a documented public APIweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [claimed-docs] https://plugins-doc.logseq.com“This is a community-driven documentation for Logseq plugin APIs.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Logseq%20Protocol.md“Logseq provides a protocol `logseq://` to allow third party applications to invoke actions within Logseq.”
• [probe] https://plugins-doc.logseq.com/llms.txt“PROBE llms.txt: HTTP 404 at https://plugins-doc.logseq.com/llms.txt”
• [probe] https://plugins-doc.logseq.com/openapi.json“PROBE openapi: all candidate paths 404 (https://plugins-doc.logseq.com/openapi.json, https://plugins-doc.logseq.com/swagger.json, https://plugins-doc.logseq.com/api/openapi.json, https://plugins-doc.logseq.com/.well-known/openapi.json)”
• [community] https://hn.algolia.com/api/v1/items/48896229“I've got so much already in logseq though, and I really like the model. Right now I'm thinking I'll just stay on version one as long as possible. Not being able to use Claude or codex anymore to write or update pages is a real deal breaker for me.”

Issue scoped/least-privilege API credentials for an agentweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph”

Build against official SDKsweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“Extends the functionality of logseq with third party tools ... third-party plugins from the Marketplace, can be searched, installed, updated and removed.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://plugins-doc.logseq.com“This is a community-driven documentation for Logseq plugin APIs.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Logseq%20Protocol.md“Logseq provides a protocol `logseq://` to allow third party applications to invoke actions within Logseq.”
• [probe] https://github.com/logseq/marketplace“PROBE runtime (recorded 2026-09-05): Logseq's official plugin marketplace registry (logseq/marketplace, one directory per package) counted 617 published packages keylessly via the GitHub contents API — the in-app Marketplace is registry-verified.”
• [probe] https://plugins-doc.logseq.com/llms.txt“PROBE llms.txt: HTTP 404 at https://plugins-doc.logseq.com/llms.txt”
• [probe] https://plugins-doc.logseq.com/openapi.json“PROBE openapi: all candidate paths 404 (https://plugins-doc.logseq.com/openapi.json, https://plugins-doc.logseq.com/swagger.json, https://plugins-doc.logseq.com/api/openapi.json, https://plugins-doc.logseq.com/.well-known/openapi.json)”

Subscribe to events via webhooksweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Explore an interactive API reference with runnable examplesweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://plugins-doc.logseq.com“This is a community-driven documentation for Logseq plugin APIs.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [probe] https://plugins-doc.logseq.com/llms.txt“PROBE llms.txt: HTTP 404 at https://plugins-doc.logseq.com/llms.txt”
• [probe] https://plugins-doc.logseq.com/openapi.json“PROBE openapi: all candidate paths 404 (https://plugins-doc.logseq.com/openapi.json, https://plugins-doc.logseq.com/swagger.json, https://plugins-doc.logseq.com/api/openapi.json, https://plugins-doc.logseq.com/.well-known/openapi.json)”

Download a machine-readable API spec (OpenAPI or equivalent)weight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://plugins-doc.logseq.com“This is a community-driven documentation for Logseq plugin APIs.”
• [probe] https://plugins-doc.logseq.com/llms.txt“PROBE llms.txt: HTTP 404 at https://plugins-doc.logseq.com/llms.txt”
• [probe] https://plugins-doc.logseq.com/openapi.json“PROBE openapi: all candidate paths 404 (https://plugins-doc.logseq.com/openapi.json, https://plugins-doc.logseq.com/swagger.json, https://plugins-doc.logseq.com/api/openapi.json, https://plugins-doc.logseq.com/.well-known/openapi.json)”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 10 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Rely on versioned APIs with a documented deprecation policyweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [probe] https://plugins-doc.logseq.com/llms.txt“PROBE llms.txt: HTTP 404 at https://plugins-doc.logseq.com/llms.txt”
• [probe] https://plugins-doc.logseq.com/openapi.json“PROBE openapi: all candidate paths 404 (https://plugins-doc.logseq.com/openapi.json, https://plugins-doc.logseq.com/swagger.json, https://plugins-doc.logseq.com/api/openapi.json, https://plugins-doc.logseq.com/.well-known/openapi.json)”
• [community] https://hn.algolia.com/api/v1/items/48896229“I've got so much already in logseq though, and I really like the model. Right now I'm thinking I'll just stay on version one as long as possible. Not being able to use Claude or codex anymore to write or update pages is a real deal breaker for me.”

Do everything through the API that I can do in the UIweight 2

2 (weight) × 4 (quality) × 0.3 (disputed) = 2.4 of 20 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [claimed-docs] https://plugins-doc.logseq.com“This is a community-driven documentation for Logseq plugin APIs.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Logseq%20Protocol.md“Logseq provides a protocol `logseq://` to allow third party applications to invoke actions within Logseq.”
• [community] https://hn.algolia.com/api/v1/items/48896229“I've got so much already in logseq though, and I really like the model. Right now I'm thinking I'll just stay on version one as long as possible. Not being able to use Claude or codex anymore to write or update pages is a real deal breaker for me.”

Export all of my data in open formats and leaveweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Export.md“The Logseq Export feature allows users to export their data in various formats, including text, HTML, OPML, PNG, EDN, JSON, and standard Markdown.”
• [community] https://news.ycombinator.com/item?id=33218561“The MarkDown files it generates aren't compatible with other similar programs (Obsidian for instance). It adds 2 spaces which makes things incompatible with others.”
• [community] https://hn.algolia.com/api/v1/items/48896229“Logseq remained a buggy mess, is now on an unmaintained (thus insecure) version of electron. And now after several years of complete stagnation, the supposed improvement is a database format to fix their technical issues, so I can no longer keep all my data as markdown files?”

Read the product's source under an open licenseweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

• [claimed-docs] https://logseq.com“Logseq: A privacy-first, open-source knowledge base”
• [community] https://hn.algolia.com/api/v1/items/33218561“I use Logseq personally and for work almost daily since a year ago or so. It's pretty nice and the 'least bad' PKM platform I'm aware of (no mandatory subscription, local data and source availability are important factors).”

Self-host the core productweight 3

3 (weight) × 5 (quality) × 0.6 (partial) = 9.0 of 30 max

• [claimed-docs] https://logseq.com“Logseq: A privacy-first, open-source knowledge base”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [community] https://news.ycombinator.com/item?id=33218561“I know Logseq is intended as an offline-first solution, but I really wish I could self-host it as a website and have all notes saved on my server... there's an open issue on github for the same feature request... but there are currently 1.8k open issues.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Logseq%20Sync.md“Syncs up to 10 graphs between Logseq Desktop, Android, and iOS.”
• [community] https://hn.algolia.com/api/v1/items/33218561“Logseq's own sync is now in testing and you can access it if you're a sponsor ($15/month tier)... It works fine but has enough bugs that I wouldn't rely on it yet - but they are responsive to fixing the bugs that we report.”

Get AI-generated insights and suggestions from my data inside the productweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [community] https://hn.algolia.com/api/v1/items/48896229“I've got so much already in logseq though, and I really like the model. Right now I'm thinking I'll just stay on version one as long as possible. Not being able to use Claude or codex anymore to write or update pages is a real deal breaker for me.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Queries.md“Simple queries by using `{{query }}`, the format is something like this: {{query Something you're looking for}}”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Queries.md“Queries are for asking questions from your knowledge base and the outside world (in the future).”

Set up automations that run autonomously in the backgroundweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“Extends the functionality of logseq with third party tools ... third-party plugins from the Marketplace, can be searched, installed, updated and removed.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Logseq%20Protocol.md“Logseq provides a protocol `logseq://` to allow third party applications to invoke actions within Logseq.”

Delegate tasks to a built-in AI assistant inside the productweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“Extends the functionality of logseq with third party tools ... third-party plugins from the Marketplace, can be searched, installed, updated and removed.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [community] https://hn.algolia.com/api/v1/items/48896229“I've got so much already in logseq though, and I really like the model. Right now I'm thinking I'll just stay on version one as long as possible. Not being able to use Claude or codex anymore to write or update pages is a real deal breaker for me.”

Operate the product with natural-language commandsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [community] https://hn.algolia.com/api/v1/items/48896229“I've got so much already in logseq though, and I really like the model. Right now I'm thinking I'll just stay on version one as long as possible. Not being able to use Claude or codex anymore to write or update pages is a real deal breaker for me.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“Extends the functionality of logseq with third party tools ... third-party plugins from the Marketplace, can be searched, installed, updated and removed.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Queries.md“Queries are for asking questions from your knowledge base and the outside world (in the future).”

Perform bulk operations across many items at onceweight 2

2 (weight) × 4 (quality) × 0.6 (partial) = 4.8 of 20 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Queries.md“Simple queries by using `{{query }}`, the format is something like this: {{query Something you're looking for}}”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Queries.md“Simple queries by using `{{query }}`... You can type `/query` to create a simple query.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Queries.md“Queries are for asking questions from your knowledge base and the outside world (in the future).”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“local HTTP server to access logseq's graph ... Enable HTTP APIs server in `Features > HTTP APIs server`”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Local%20Http%20server.md“we developed the local HTTP server to support external access to the database through authorization.”
• [claimed-docs] https://plugins-doc.logseq.com“This is a community-driven documentation for Logseq plugin APIs.”

Define rules that trigger actions automatically on eventsweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“Extends the functionality of logseq with third party tools ... third-party plugins from the Marketplace, can be searched, installed, updated and removed.”
• [claimed-docs] https://plugins-doc.logseq.com“This is a community-driven documentation for Logseq plugin APIs.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Logseq%20Protocol.md“Logseq provides a protocol `logseq://` to allow third party applications to invoke actions within Logseq.”

Schedule recurring jobs or workflowsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Version, review, and roll back my automationsweight 1

1 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 10 max

• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“Extends the functionality of logseq with third party tools ... third-party plugins from the Marketplace, can be searched, installed, updated and removed.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“From this dashboard, third-party plugins from the [[Marketplace]], can be searched, installed, updated and removed.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“Extends the functionality of logseq with third party tools ... third-party plugins from the [[Marketplace]], can be searched, installed, updated and removed.”
• [claimed-docs] https://raw.githubusercontent.com/logseq/docs/master/pages/Plugins.md“third-party plugins from the [[Marketplace]], can be searched, installed, updated and removed.”