How OpenHands’s scores are calculated

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

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

• [probe] https://docs.openhands.dev/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.openhands.dev/llms.txt # OpenHands Docs > LLM-friendly index of OpenHands documentation (V1). Legacy V0 docs pages are intentionally excluded.”

Run the product headlessly / in CI for automationweight 2

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

• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Auto-approve all actions (use with caution)”
• [claimed-docs] https://www.openhands.dev/pricing“API support for automation and scripting”
• [github] https://github.com/OpenHands/OpenHands“Create automations and workflows that integrate with Slack, GitHub, Linear, and more. Run on a schedule or in response to webhook events”
• [github] https://github.com/OpenHands/OpenHands“Run agents locally, in Docker, on VMs, or anywhere you can run an agent server backend”
• [probe] https://docs.openhands.dev/usage/how-to/cli-mode“official CLI documented at https://docs.openhands.dev/usage/how-to/cli-mode”

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

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

Connect an agent via an official MCP serverweight 3

n/a — not applicable to this product: excluded from numerator and denominator

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

Use an official CLIweight 2

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

• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Type natural language tasks and receive instant feedback”
• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Resume previous conversations”
• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Auto-approve all actions (use with caution)”
• [probe] https://docs.openhands.dev/usage/how-to/cli-mode“official CLI documented at https://docs.openhands.dev/usage/how-to/cli-mode”

Drive the product through a documented public APIweight 3

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

• [probe] https://docs.openhands.dev/openapi.json“PROBE openapi: HTTP 200 at https://docs.openhands.dev/openapi.json — contains "openapi" key”
• [probe] https://docs.openhands.dev/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.openhands.dev/llms.txt # OpenHands Docs > LLM-friendly index of OpenHands documentation (V1). Legacy V0 docs pages are intentionally excluded.”
• [claimed-docs] https://www.openhands.dev/pricing“API support for automation and scripting”

Issue scoped/least-privilege API credentials for an agentweight 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

Build against official SDKsweight 2

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

• [claimed-docs] https://docs.openhands.dev“The Software Agent SDK is a composable Python library for building agents that work with code.”
• [probe] https://docs.openhands.dev/openapi.json“PROBE openapi: HTTP 200 at https://docs.openhands.dev/openapi.json — contains "openapi" key”
• [probe] https://docs.openhands.dev/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.openhands.dev/llms.txt # OpenHands Docs > LLM-friendly index of OpenHands documentation (V1). Legacy V0 docs pages are intentionally excluded.”

Subscribe to events via webhooksweight 2

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

• [github] https://github.com/OpenHands/OpenHands“Create automations and workflows that integrate with Slack, GitHub, Linear, and more. Run on a schedule or in response to webhook events”

Explore an interactive API reference with runnable examplesweight 2

2 (weight) × 3 (quality) × 0.6 (partial) = 3.6 of 20 max

• [probe] https://docs.openhands.dev/openapi.json“PROBE openapi: HTTP 200 at https://docs.openhands.dev/openapi.json — contains "openapi" key”
• [claimed-docs] https://www.openhands.dev/pricing“API support for automation and scripting”

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

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

• [probe] https://docs.openhands.dev/openapi.json“PROBE openapi: HTTP 200 at https://docs.openhands.dev/openapi.json — contains "openapi" key”
• [claimed-docs] https://www.openhands.dev/pricing“API support for automation and scripting”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 4 (quality) × 0.6 (partial) = 2.4 of 10 max

• [github] https://github.com/OpenHands/OpenHands“Run agents locally, in Docker, on VMs, or anywhere you can run an agent server backend”

Rely on versioned APIs with a documented deprecation policyweight 2

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

• [probe] https://docs.openhands.dev/openapi.json“PROBE openapi: HTTP 200 at https://docs.openhands.dev/openapi.json — contains "openapi" key”
• [claimed-docs] https://www.openhands.dev/pricing“API support for automation and scripting”
• [probe] https://docs.openhands.dev/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.openhands.dev/llms.txt # OpenHands Docs > LLM-friendly index of OpenHands documentation (V1). Legacy V0 docs pages are intentionally excluded.”

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

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

• [probe] https://docs.openhands.dev/openapi.json“PROBE openapi: HTTP 200 at https://docs.openhands.dev/openapi.json — contains "openapi" key”
• [claimed-docs] https://www.openhands.dev/pricing“API support for automation and scripting”
• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Type natural language tasks and receive instant feedback”
• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Resume previous conversations”
• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Auto-approve all actions (use with caution)”
• [probe] https://docs.openhands.dev/usage/how-to/cli-mode“official CLI documented at https://docs.openhands.dev/usage/how-to/cli-mode”

Export all of my data in open formats and leaveweight 3

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

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

Read the product's source under an open licenseweight 2

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

• [github] https://github.com/OpenHands/OpenHands“Switch between local, remote, and cloud agents without losing focus”
• [claimed-docs] https://www.openhands.dev/pricing“OpenHands Open Source and OpenHands Cloud plans offer support to bring your own LLM keys.”

Self-host the core productweight 3

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

• [github] https://github.com/OpenHands/OpenHands“Run agents locally, in Docker, on VMs, or anywhere you can run an agent server backend”
• [claimed-docs] https://docs.openhands.dev“OpenHands Cloud is the managed commercial service for running OpenHands without operating your own backend and sandbox infrastructure.”
• [claimed-docs] https://docs.openhands.dev“The Software Agent SDK is a composable Python library for building agents that work with code.”
• [claimed-docs] https://www.openhands.dev/pricing“OpenHands Open Source and OpenHands Cloud plans offer support to bring your own LLM keys.”

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

2 (weight) × 7 (quality) × 1.0 (full) = 14.0 of 20 max

• [claimed-docs] https://www.openhands.dev“Watch for new bugs or incidents, gather logs and recent changes, suggest severity, and route the issue to the right owner.”
• [claimed-docs] https://www.openhands.dev“Watch for a configurable label on pull requests, inspect full PR context, and post an AI review comment once per label event.”
• [claimed-docs] https://www.openhands.dev“Detect failed workflows, inspect logs, identify the likely cause, and open a pull request with a proposed fix.”
• [claimed-docs] https://www.openhands.dev“Review security alerts, validate the finding, update affected code, and open a pull request with the remediation.”
• [claimed-docs] https://www.openhands.dev“Watch Slack channels for @openhands mentions, open a conversation with the message context, and reply when the agent finishes.”

Set up automations that run autonomously in the backgroundweight 2

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

• [github] https://github.com/OpenHands/OpenHands“Create automations and workflows that integrate with Slack, GitHub, Linear, and more. Run on a schedule or in response to webhook events”
• [claimed-docs] https://www.openhands.dev“Watch for new bugs or incidents, gather logs and recent changes, suggest severity, and route the issue to the right owner.”
• [claimed-docs] https://www.openhands.dev“Watch for a configurable label on pull requests, inspect full PR context, and post an AI review comment once per label event.”
• [claimed-docs] https://www.openhands.dev“Detect failed workflows, inspect logs, identify the likely cause, and open a pull request with a proposed fix.”
• [claimed-docs] https://www.openhands.dev“Review security alerts, validate the finding, update affected code, and open a pull request with the remediation.”
• [claimed-docs] https://www.openhands.dev“Watch Slack channels for @openhands mentions, open a conversation with the message context, and reply when the agent finishes.”
• [claimed-docs] https://www.openhands.dev/pricing“API support for automation and scripting”

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

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Type natural language tasks and receive instant feedback”
• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Resume previous conversations”
• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Auto-approve all actions (use with caution)”
• [github] https://github.com/OpenHands/OpenHands“Switch between local, remote, and cloud agents without losing focus”
• [github] https://github.com/OpenHands/OpenHands“Use with any LLM”
• [probe] https://docs.openhands.dev/usage/how-to/cli-mode“official CLI documented at https://docs.openhands.dev/usage/how-to/cli-mode”

Operate the product with natural-language commandsweight 2

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

• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Type natural language tasks and receive instant feedback”
• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Resume previous conversations”
• [claimed-docs] https://docs.openhands.dev/usage/how-to/cli-mode“Auto-approve all actions (use with caution)”
• [probe] https://docs.openhands.dev/usage/how-to/cli-mode“official CLI documented at https://docs.openhands.dev/usage/how-to/cli-mode”

Perform bulk operations across many items at onceweight 2

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

• [github] https://github.com/OpenHands/OpenHands“Create automations and workflows that integrate with Slack, GitHub, Linear, and more. Run on a schedule or in response to webhook events”
• [claimed-docs] https://www.openhands.dev/pricing“API support for automation and scripting”
• [claimed-docs] https://www.openhands.dev“Watch for new bugs or incidents, gather logs and recent changes, suggest severity, and route the issue to the right owner.”
• [claimed-docs] https://www.openhands.dev“Detect failed workflows, inspect logs, identify the likely cause, and open a pull request with a proposed fix.”

Define rules that trigger actions automatically on eventsweight 3

3 (weight) × 7 (quality) × 1.0 (full) = 21.0 of 30 max

• [github] https://github.com/OpenHands/OpenHands“Create automations and workflows that integrate with Slack, GitHub, Linear, and more. Run on a schedule or in response to webhook events”
• [claimed-docs] https://www.openhands.dev“Watch for new bugs or incidents, gather logs and recent changes, suggest severity, and route the issue to the right owner.”
• [claimed-docs] https://www.openhands.dev“Watch for a configurable label on pull requests, inspect full PR context, and post an AI review comment once per label event.”
• [claimed-docs] https://www.openhands.dev“Detect failed workflows, inspect logs, identify the likely cause, and open a pull request with a proposed fix.”
• [claimed-docs] https://www.openhands.dev“Review security alerts, validate the finding, update affected code, and open a pull request with the remediation.”
• [claimed-docs] https://www.openhands.dev“Watch Slack channels for @openhands mentions, open a conversation with the message context, and reply when the agent finishes.”

Schedule recurring jobs or workflowsweight 2

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

• [github] https://github.com/OpenHands/OpenHands“Create automations and workflows that integrate with Slack, GitHub, Linear, and more. Run on a schedule or in response to webhook events”
• [claimed-docs] https://www.openhands.dev“Watch for new bugs or incidents, gather logs and recent changes, suggest severity, and route the issue to the right owner.”
• [claimed-docs] https://www.openhands.dev“Watch for a configurable label on pull requests, inspect full PR context, and post an AI review comment once per label event.”
• [claimed-docs] https://www.openhands.dev“Detect failed workflows, inspect logs, identify the likely cause, and open a pull request with a proposed fix.”
• [claimed-docs] https://www.openhands.dev“Review security alerts, validate the finding, update affected code, and open a pull request with the remediation.”
• [claimed-docs] https://www.openhands.dev“Watch Slack channels for @openhands mentions, open a conversation with the message context, and reply when the agent finishes.”

Version, review, and roll back my automationsweight 1

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

• [github] https://github.com/OpenHands/OpenHands“Create automations and workflows that integrate with Slack, GitHub, Linear, and more. Run on a schedule or in response to webhook events”
• [claimed-docs] https://www.openhands.dev“Watch for new bugs or incidents, gather logs and recent changes, suggest severity, and route the issue to the right owner.”
• [claimed-docs] https://www.openhands.dev“Watch for a configurable label on pull requests, inspect full PR context, and post an AI review comment once per label event.”
• [claimed-docs] https://www.openhands.dev“Detect failed workflows, inspect logs, identify the likely cause, and open a pull request with a proposed fix.”
• [claimed-docs] https://www.openhands.dev“Review security alerts, validate the finding, update affected code, and open a pull request with the remediation.”
• [claimed-docs] https://www.openhands.dev“Watch Slack channels for @openhands mentions, open a conversation with the message context, and reply when the agent finishes.”