How FireHydrant’s scores are calculated

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

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

• [probe] https://docs.firehydrant.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.firehydrant.com/llms.txt # FireHydrant Documentation Documentation > FireHydrant is a complete alerting and incident management platform to help”
• [probe] https://github.com/firehydrant/firehydrant-mcp“official MCP server documented at https://github.com/firehydrant/firehydrant-mcp”
• [probe] https://github.com/firehydrant/firehydrant-mcp“PROBE runtime (recorded 2026-09-06): FireHydrant's official MCP server (npm firehydrant-mcp 0.0.4, maintained by fh-eng) completed a FULL keyless stdio initialize handshake — `npx -y firehydrant-mcp start --transport stdio` answered with serverInfo {name: FireHydrant, version: 0.0.4} and advertised tools and prompts capabilities.”

Run the product headlessly / in CI for automationweight 2

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

• [claimed-docs] https://docs.firehydrant.com/reference/firehydrant-api“You can use the FireHydrant API to configure integrations, define incidents, and set up webhooks--anything you can do on the FireHydrant UI.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“FireHydrant allows you to access the API with an API key using token-based authentication.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“An API key can perform actions like any other user, and by default, it will have Owner permissions.”
• [claimed-docs] https://github.com/firehydrant/firehydrant-mcp“Official FireHydrant MCP server”
• [probe] https://github.com/firehydrant/firehydrant-mcp“PROBE runtime (recorded 2026-09-06): FireHydrant's official MCP server (npm firehydrant-mcp 0.0.4, maintained by fh-eng) completed a FULL keyless stdio initialize handshake — `npx -y firehydrant-mcp start --transport stdio` answered with serverInfo {name: FireHydrant, version: 0.0.4} and advertised tools and prompts capabilities.”

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://github.com/firehydrant/firehydrant-mcp“Official FireHydrant MCP server”
• [probe] https://github.com/firehydrant/firehydrant-mcp“official MCP server documented at https://github.com/firehydrant/firehydrant-mcp”
• [probe] https://github.com/firehydrant/firehydrant-mcp“PROBE runtime (recorded 2026-09-06): FireHydrant's official MCP server (npm firehydrant-mcp 0.0.4, maintained by fh-eng) completed a FULL keyless stdio initialize handshake — `npx -y firehydrant-mcp start --transport stdio` answered with serverInfo {name: FireHydrant, version: 0.0.4} and advertised tools and prompts capabilities.”

Connect an agent via an official MCP serverweight 3

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

• [claimed-docs] https://github.com/firehydrant/firehydrant-mcp“Official FireHydrant MCP server”
• [probe] https://github.com/firehydrant/firehydrant-mcp“official MCP server documented at https://github.com/firehydrant/firehydrant-mcp”
• [probe] https://github.com/firehydrant/firehydrant-mcp“PROBE runtime (recorded 2026-09-06): FireHydrant's official MCP server (npm firehydrant-mcp 0.0.4, maintained by fh-eng) completed a FULL keyless stdio initialize handshake — `npx -y firehydrant-mcp start --transport stdio` answered with serverInfo {name: FireHydrant, version: 0.0.4} and advertised tools and prompts capabilities.”

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

• [claimed-docs] https://docs.firehydrant.com/reference/firehydrant-api“You can use the FireHydrant API to configure integrations, define incidents, and set up webhooks--anything you can do on the FireHydrant UI.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“Copy the API key and record it somewhere safe, as it grants access to the FireHydrant API on behalf of your organization.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“An API key can perform actions like any other user, and by default, it will have Owner permissions.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“FireHydrant allows you to access the API with an API key using token-based authentication.”
• [probe] https://docs.firehydrant.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.firehydrant.com/openapi.json, https://docs.firehydrant.com/swagger.json, https://docs.firehydrant.com/api/openapi.json, https://docs.firehydrant.com/.well-known/openapi.json)”
• [probe] https://github.com/firehydrant/firehydrant-mcp“official MCP server documented at https://github.com/firehydrant/firehydrant-mcp”
• [probe] https://github.com/firehydrant/firehydrant-mcp“PROBE runtime (recorded 2026-09-06): FireHydrant's official MCP server (npm firehydrant-mcp 0.0.4, maintained by fh-eng) completed a FULL keyless stdio initialize handshake — `npx -y firehydrant-mcp start --transport stdio` answered with serverInfo {name: FireHydrant, version: 0.0.4} and advertised tools and prompts capabilities.”

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://docs.firehydrant.com/docs/api-keys“An API key can perform actions like any other user, and by default, it will have Owner permissions.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“Copy the API key and record it somewhere safe, as it grants access to the FireHydrant API on behalf of your organization.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“FireHydrant allows you to access the API with an API key using token-based authentication.”

Build against official SDKsweight 2

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

• [claimed-docs] https://docs.firehydrant.com/reference/firehydrant-api“You can use the FireHydrant API to configure integrations, define incidents, and set up webhooks--anything you can do on the FireHydrant UI.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“FireHydrant allows you to access the API with an API key using token-based authentication.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“An API key can perform actions like any other user, and by default, it will have Owner permissions.”
• [probe] https://docs.firehydrant.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.firehydrant.com/openapi.json, https://docs.firehydrant.com/swagger.json, https://docs.firehydrant.com/api/openapi.json, https://docs.firehydrant.com/.well-known/openapi.json)”

Subscribe to events via webhooksweight 2

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

• [claimed-docs] https://docs.firehydrant.com/reference/firehydrant-api“You can use the FireHydrant API to configure integrations, define incidents, and set up webhooks--anything you can do on the FireHydrant UI.”

Explore an interactive API reference with runnable examplesweight 2

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

• [claimed-docs] https://docs.firehydrant.com/reference/firehydrant-api“You can use the FireHydrant API to configure integrations, define incidents, and set up webhooks--anything you can do on the FireHydrant UI.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“Copy the API key and record it somewhere safe, as it grants access to the FireHydrant API on behalf of your organization.”
• [probe] https://docs.firehydrant.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.firehydrant.com/openapi.json, https://docs.firehydrant.com/swagger.json, https://docs.firehydrant.com/api/openapi.json, https://docs.firehydrant.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

• [probe] https://docs.firehydrant.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.firehydrant.com/openapi.json, https://docs.firehydrant.com/swagger.json, https://docs.firehydrant.com/api/openapi.json, https://docs.firehydrant.com/.well-known/openapi.json)”
• [claimed-docs] https://docs.firehydrant.com/reference/firehydrant-api“You can use the FireHydrant API to configure integrations, define incidents, and set up webhooks--anything you can do on the FireHydrant UI.”

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://docs.firehydrant.com/reference/firehydrant-api“You can use the FireHydrant API to configure integrations, define incidents, and set up webhooks--anything you can do on the FireHydrant UI.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“Copy the API key and record it somewhere safe, as it grants access to the FireHydrant API on behalf of your organization.”
• [probe] https://docs.firehydrant.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.firehydrant.com/openapi.json, https://docs.firehydrant.com/swagger.json, https://docs.firehydrant.com/api/openapi.json, https://docs.firehydrant.com/.well-known/openapi.json)”

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

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

• [claimed-docs] https://docs.firehydrant.com/reference/firehydrant-api“You can use the FireHydrant API to configure integrations, define incidents, and set up webhooks--anything you can do on the FireHydrant UI.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“An API key can perform actions like any other user, and by default, it will have Owner permissions.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“FireHydrant allows you to access the API with an API key using token-based authentication.”
• [probe] https://docs.firehydrant.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.firehydrant.com/openapi.json, https://docs.firehydrant.com/swagger.json, https://docs.firehydrant.com/api/openapi.json, https://docs.firehydrant.com/.well-known/openapi.json)”

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

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

Self-host the core productweight 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

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

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

• [claimed-docs] https://docs.firehydrant.com/docs/ai-powered-incident-management“Dive into incidents with AI-generated summaries that provide a clear, concise overview of the situation. Perfect for bringing new responders up to speed in no time.”
• [claimed-docs] https://docs.firehydrant.com/docs/ai-drafted-retrospectives“When you click "Draft with AI" next to any question in your retrospective template, FireHydrant will: Analyze the incident's t”
• [claimed-docs] https://docs.firehydrant.com/docs/ai-powered-incident-management“FireHydrant's Copilot proactively compares ongoing incidents to your existing and previous incidents and makes suggestions in the Command Center and Slack.”
• [claimed-docs] https://docs.firehydrant.com/docs/ai-drafted-retrospectives“AI-Drafted Retrospectives generate a comprehensive draft that includes a structured overview of the incident, timelines, impacts, and preliminary Lessons Learned.”
• [claimed-docs] https://docs.firehydrant.com/docs/ai-drafted-retrospectives“Upon incident resolution, AI-Drafted Retrospectives generate a comprehensive draft that includes a structured overview of the incident, timelines, impacts, and preliminary Lessons Learned.”
• [claimed-docs] https://docs.firehydrant.com/docs/ai-powered-incident-summaries“Summaries are created as soon as an incident is declared, providing key information right from the start.”

Set up automations that run autonomously in the backgroundweight 2

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

• [claimed-docs] https://docs.firehydrant.com/docs/intro-to-runbooks“Runbooks are FireHydrant's automation engine. They define and automate a workflow of steps and actions according to specified conditions.”
• [claimed-docs] https://docs.firehydrant.com/docs/intro-to-runbooks“When you first sign up for an account, FireHydrant builds a Default Runbook for you that always attaches to every incident.”
• [claimed-docs] https://docs.firehydrant.com/docs/intro-to-runbooks“The default Runbook will always have two default steps: * **Assign a Role**: Assigns whoever opened the incident to the Commander role.”
• [claimed-docs] https://docs.firehydrant.com/docs/intro-to-runbooks“The default Runbook will always have two default steps: Assign a Role... Add Task List”
• [claimed-docs] https://docs.firehydrant.com/docs/signals-alert-rules“when a Rule matches, the Event is turned into an Alert and routed to the relevant party via Escalation Policies and On-Call Schedules”
• [claimed-docs] https://docs.firehydrant.com/docs/signals-alert-rules“Teams configure Alert Triggers (see next section) to describe which events should alert and whom, and when a Rule matches, the Event is turned into an Alert”
• [claimed-docs] https://docs.firehydrant.com/docs/what-is-firehydrant“Automate manual tasks such as creating incident Slack channels, Jira tickets, meeting bridges, and more”
• [claimed-docs] https://docs.firehydrant.com/docs/what-is-firehydrant“Integrate with alerting and monitoring integrations to automatically create incidents from alerts”

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

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

• [claimed-docs] https://docs.firehydrant.com/docs/ai-powered-incident-management“Dive into incidents with AI-generated summaries that provide a clear, concise overview of the situation. Perfect for bringing new responders up to speed in no time.”
• [claimed-docs] https://docs.firehydrant.com/docs/ai-drafted-retrospectives“When you click "Draft with AI" next to any question in your retrospective template, FireHydrant will: Analyze the incident's t”
• [claimed-docs] https://docs.firehydrant.com/docs/ai-powered-incident-management“FireHydrant's Copilot proactively compares ongoing incidents to your existing and previous incidents and makes suggestions in the Command Center and Slack.”
• [claimed-docs] https://docs.firehydrant.com/docs/ai-drafted-retrospectives“AI-Drafted Retrospectives generate a comprehensive draft that includes a structured overview of the incident, timelines, impacts, and preliminary Lessons Learned.”
• [claimed-docs] https://docs.firehydrant.com/docs/ai-powered-incident-summaries“Summaries are created as soon as an incident is declared, providing key information right from the start.”

Operate the product with natural-language commandsweight 2

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

• [claimed-docs] https://github.com/firehydrant/firehydrant-mcp“Official FireHydrant MCP server”
• [probe] https://github.com/firehydrant/firehydrant-mcp“PROBE runtime (recorded 2026-09-06): FireHydrant's official MCP server (npm firehydrant-mcp 0.0.4, maintained by fh-eng) completed a FULL keyless stdio initialize handshake — `npx -y firehydrant-mcp start --transport stdio` answered with serverInfo {name: FireHydrant, version: 0.0.4} and advertised tools and prompts capabilities.”
• [claimed-docs] https://docs.firehydrant.com/docs/triggering-runbooks“From Slack, inside an incident channel, you can browse the list of triggered Runbooks for this by executing `/fh`.”
• [claimed-docs] https://docs.firehydrant.com/docs/ai-powered-incident-management“FireHydrant's Copilot proactively compares ongoing incidents to your existing and previous incidents and makes suggestions in the Command Center and Slack.”

Perform bulk operations across many items at onceweight 2

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

• [claimed-docs] https://docs.firehydrant.com/reference/firehydrant-api“You can use the FireHydrant API to configure integrations, define incidents, and set up webhooks--anything you can do on the FireHydrant UI.”
• [claimed-docs] https://docs.firehydrant.com/docs/api-keys“FireHydrant allows you to access the API with an API key using token-based authentication.”
• [claimed-docs] https://github.com/firehydrant/firehydrant-mcp“Official FireHydrant MCP server”

Define rules that trigger actions automatically on eventsweight 3

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

• [claimed-docs] https://docs.firehydrant.com/docs/signals-alert-rules“when a Rule matches, the Event is turned into an Alert and routed to the relevant party via Escalation Policies and On-Call Schedules”
• [claimed-docs] https://docs.firehydrant.com/docs/signals-alert-rules“Teams configure Alert Triggers (see next section) to describe which events should alert and whom, and when a Rule matches, the Event is turned into an Alert”
• [claimed-docs] https://docs.firehydrant.com/docs/signals-creating-incidents-from-alerts“you can quickly run a backtest of events by running a CEL query in the page's filter builder”
• [claimed-docs] https://docs.firehydrant.com/docs/signals-creating-incidents-from-alerts“On the Alert Rules page, you can quickly run a backtest of events by running a CEL query in the page's filter builder.”
• [claimed-docs] https://docs.firehydrant.com/docs/intro-to-runbooks“Runbooks are FireHydrant's automation engine. They define and automate a workflow of steps and actions according to specified conditions.”
• [claimed-docs] https://docs.firehydrant.com/docs/what-is-firehydrant“Integrate with alerting and monitoring integrations to automatically create incidents from alerts”
• [claimed-docs] https://docs.firehydrant.com/docs/signals-introduction“Signals offers a complete alerting solution with on-call schedules, escalation policies, and multi-platform notifications to help your team better respond to incidents.”

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://docs.firehydrant.com/docs/audit-logs“From Runbook modifications to incident declarations, logins, and more, you can find a full history and detailed trail of events for security and audit purposes.”
• [claimed-docs] https://docs.firehydrant.com/docs/intro-to-runbooks“Runbooks are FireHydrant's automation engine. They define and automate a workflow of steps and actions according to specified conditions.”
• [claimed-docs] https://docs.firehydrant.com/docs/audit-logs“Audit logs give organizations transparency and visibility into the events happening on the FireHydrant platform.”