How Statsig’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.statsig.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.statsig.com/llms.txt # Statsig Documentation > Official documentation for Statsig feature flags, experimentation, analytics, Warehouse Nativ”
• [claimed-docs] https://docs.statsig.com/api/content/integrations/mcp/docs-mcp-server“Use the Statsig Docs MCP server to let supported AI clients read public Statsig documentation directly from /api/mcp.”
• [claimed-docs] https://docs.statsig.com/api/content/integrations/mcp/docs-mcp-server“Use the Statsig Docs MCP server to let supported AI clients read public Statsig documentation directly from /api/mcp”
• [probe] https://docs.statsig.com/integrations/mcp/docs-mcp-server“PROBE runtime (recorded 2026-09-05): the documented no-auth docs MCP server at https://docs.statsig.com/api/mcp completed a FULL keyless initialize handshake, answering serverInfo {"name":"statsig-docs","version":"1.1.0"} — Statsig's documentation is directly agent-reachable over MCP.”

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.statsig.com/api/content/statsigcli/introduction“The Statsig CLI is a command-line interface that helps manage Feature Gates, Experiments, and Dynamic Configs within the Statsig platform.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“You can integrate the CLI into CI/CD pipelines to automate the management of Feature Gates and Experiments.”
• [claimed-docs] https://docs.statsig.com/api/content/console-api/introduction“The Console API is the CRUD API for performing the actions available on console.statsig.com without using the web UI.”
• [claimed-docs] https://docs.statsig.com/api/content/http-api/overview“Overview of the Statsig HTTP API for retrieving feature gate, experiment, and dynamic config values and logging events directly without an SDK.”
• [probe] https://docs.statsig.com/statsigcli/introduction“official CLI documented at https://docs.statsig.com/statsigcli/introduction”
• [probe] https://docs.statsig.com/statsigcli/introduction“PROBE runtime (recorded 2026-09-05): the official Statsig CLI (npm @statsig/siggy) ran keylessly via `npx -y @statsig/siggy --version`, printing its version — gate and experiment management is scriptable from CI.”

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

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

• [claimed-docs] https://docs.statsig.com/api/content/integrations/mcp/overview“The Statsig MCP (Model Context Protocol) server brings the power of Statsig into tools like Codex, Cursor, and Claude Code. With this setup, you can ask questions, explore experiments, and access your Statsig data using AI.”
• [probe] https://docs.statsig.com/integrations/mcp/overview“PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the hosted MCP server https://api.statsig.com/v1/mcp returned HTTP 401 with `WWW-Authenticate: Bearer realm="statsig" resource_metadata=".../.well-known/oauth-protected-resource/v1/mcp"` — the documented authenticated MCP surface is live and speaks the MCP OAuth flow.”
• [probe] https://docs.statsig.com/integrations/mcp/docs-mcp-server“PROBE runtime (recorded 2026-09-05): the documented no-auth docs MCP server at https://docs.statsig.com/api/mcp completed a FULL keyless initialize handshake, answering serverInfo {"name":"statsig-docs","version":"1.1.0"} — Statsig's documentation is directly agent-reachable over MCP.”

Connect an agent via an official MCP serverweight 3

3 (weight) × 9 (quality) × 1.0 (full) = 27.0 of 30 max

• [claimed-docs] https://docs.statsig.com/api/content/integrations/mcp/overview“The Statsig MCP (Model Context Protocol) server brings the power of Statsig into tools like Codex, Cursor, and Claude Code. With this setup, you can ask questions, explore experiments, and access your Statsig data using AI.”
• [claimed-docs] https://docs.statsig.com/api/content/integrations/mcp/overview“The Statsig MCP (Model Context Protocol) server brings the power of Statsig into tools like Codex, Cursor, and Claude Code.”
• [claimed-docs] https://docs.statsig.com/api/content/integrations/mcp/docs-mcp-server“Use the Statsig Docs MCP server to let supported AI clients read public Statsig documentation directly from /api/mcp.”
• [probe] https://docs.statsig.com/integrations/mcp/overview“official MCP server documented at https://docs.statsig.com/integrations/mcp/overview”
• [probe] https://docs.statsig.com/integrations/mcp/overview“PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the hosted MCP server https://api.statsig.com/v1/mcp returned HTTP 401 with `WWW-Authenticate: Bearer realm="statsig" resource_metadata=".../.well-known/oauth-protected-resource/v1/mcp"` — the documented authenticated MCP surface is live and speaks the MCP OAuth flow.”
• [probe] https://docs.statsig.com/integrations/mcp/docs-mcp-server“PROBE runtime (recorded 2026-09-05): the documented no-auth docs MCP server at https://docs.statsig.com/api/mcp completed a FULL keyless initialize handshake, answering serverInfo {"name":"statsig-docs","version":"1.1.0"} — Statsig's documentation is directly agent-reachable over MCP.”

Use an official CLIweight 2

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

• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“The Statsig CLI is a command-line interface that helps manage Feature Gates, Experiments, and Dynamic Configs within the Statsig platform.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“You can integrate the CLI into CI/CD pipelines to automate the management of Feature Gates and Experiments.”
• [probe] https://docs.statsig.com/statsigcli/introduction“official CLI documented at https://docs.statsig.com/statsigcli/introduction”
• [probe] https://docs.statsig.com/statsigcli/introduction“PROBE runtime (recorded 2026-09-05): the official Statsig CLI (npm @statsig/siggy) ran keylessly via `npx -y @statsig/siggy --version`, printing its version — gate and experiment management is scriptable from CI.”

Drive the product through a documented public APIweight 3

3 (weight) × 9 (quality) × 1.0 (full) = 27.0 of 30 max

• [claimed-docs] https://docs.statsig.com/api/content/http-api/overview“Overview of the Statsig HTTP API for retrieving feature gate, experiment, and dynamic config values and logging events directly without an SDK.”
• [claimed-docs] https://docs.statsig.com/api/content/console-api/introduction“The Console API is the CRUD API for performing the actions available on console.statsig.com without using the web UI.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“The Statsig CLI is a command-line interface that helps manage Feature Gates, Experiments, and Dynamic Configs within the Statsig platform.”
• [probe] https://docs.statsig.com/statsigcli/introduction“PROBE runtime (recorded 2026-09-05): the official Statsig CLI (npm @statsig/siggy) ran keylessly via `npx -y @statsig/siggy --version`, printing its version — gate and experiment management is scriptable from CI.”
• [probe] https://docs.statsig.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.statsig.com/openapi.json, https://docs.statsig.com/swagger.json, https://docs.statsig.com/api/openapi.json, https://docs.statsig.com/.well-known/openapi.json)”

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

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

• [claimed-docs] https://docs.statsig.com/api/content/access-management/introduction“In many enterprise environments, organizations use SSO and SCIM together to improve security and usability.”
• [claimed-docs] https://docs.statsig.com/api/content/access-management/introduction“Basic settings include automatically adding new users with the same email domain to your project. Statsig also supports SSO to simplify inviting your team to your projects.”
• [probe] https://docs.statsig.com/integrations/mcp/overview“PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the hosted MCP server https://api.statsig.com/v1/mcp returned HTTP 401 with `WWW-Authenticate: Bearer realm="statsig" resource_metadata=".../.well-known/oauth-protected-resource/v1/mcp"` — the documented authenticated MCP surface is live and speaks the MCP OAuth flow.”

Build against official SDKsweight 2

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

• [claimed-docs] https://docs.statsig.com/api/content/sdks/how-evaluation-works“Evaluation in Statsig is deterministic. Given the same user object and the same state of the experiment or feature gate, Statsig always returns the same result, even across different platforms (client or server).”
• [claimed-docs] https://docs.statsig.com/api/content/client/onDeviceOverview“Statsig's client-side On-Device Eval SDKs provide an alternate client-side architecture. The device keeps the definition of each experiment or gate in memory, which allows faster evaluation when the user object changes frequently.”
• [claimed-docs] https://docs.statsig.com/api/content/sdks/how-evaluation-works“Evaluation in Statsig is deterministic. Given the same user object and the same state of the experiment or feature gate, Statsig always returns the same result, even across different platforms”
• [claimed-docs] https://docs.statsig.com/api/content/client/onDeviceOverview“Statsig's client-side On-Device Eval SDKs provide an alternate client-side architecture. The device keeps the definition of each experiment or gate in memory, which allows faster evaluation”
• [claimed-docs] https://docs.statsig.com/api/content/http-api/overview“Overview of the Statsig HTTP API for retrieving feature gate, experiment, and dynamic config values and logging events directly without an SDK.”

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://docs.statsig.com/api/content/http-api/overview“Overview of the Statsig HTTP API for retrieving feature gate, experiment, and dynamic config values and logging events directly without an SDK.”
• [claimed-docs] https://docs.statsig.com/api/content/console-api/introduction“The Console API is the CRUD API for performing the actions available on console.statsig.com without using the web UI.”
• [probe] https://docs.statsig.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.statsig.com/openapi.json, https://docs.statsig.com/swagger.json, https://docs.statsig.com/api/openapi.json, https://docs.statsig.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.statsig.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.statsig.com/openapi.json, https://docs.statsig.com/swagger.json, https://docs.statsig.com/api/openapi.json, https://docs.statsig.com/.well-known/openapi.json)”
• [claimed-docs] https://docs.statsig.com/api/content/console-api/introduction“The Console API is the CRUD API for performing the actions available on console.statsig.com without using the web UI.”
• [claimed-docs] https://docs.statsig.com/api/content/http-api/overview“Overview of the Statsig HTTP API for retrieving feature gate, experiment, and dynamic config values and logging events directly without an SDK.”

Test against a sandbox environment without touching production dataweight 1

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

• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“Feature Gates, commonly known as feature flags, allow you to toggle the behavior of your product in real time without deploying new code.”
• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“Have an emergency disable switch that lets you immediately turn off a particular code branch for users in production”
• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“After your Feature Gate is live, view Feature Gate exposures in the Statsig console to monitor who encounters your gate.”
• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“set up Feature Gate overrides to allow specific users to bypass the gate.”
• [claimed-docs] https://docs.statsig.com/api/content/access-management/introduction“Basic settings include automatically adding new users with the same email domain to your project. Statsig also supports SSO to simplify inviting your team to your projects.”

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.statsig.com/api/content/http-api/overview“Overview of the Statsig HTTP API for retrieving feature gate, experiment, and dynamic config values and logging events directly without an SDK.”
• [claimed-docs] https://docs.statsig.com/api/content/console-api/introduction“The Console API is the CRUD API for performing the actions available on console.statsig.com without using the web UI.”
• [probe] https://docs.statsig.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.statsig.com/openapi.json, https://docs.statsig.com/swagger.json, https://docs.statsig.com/api/openapi.json, https://docs.statsig.com/.well-known/openapi.json)”

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

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

• [claimed-docs] https://docs.statsig.com/api/content/console-api/introduction“The Console API is the CRUD API for performing the actions available on console.statsig.com without using the web UI.”
• [claimed-docs] https://docs.statsig.com/api/content/http-api/overview“Overview of the Statsig HTTP API for retrieving feature gate, experiment, and dynamic config values and logging events directly without an SDK.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“The Statsig CLI is a command-line interface that helps manage Feature Gates, Experiments, and Dynamic Configs within the Statsig platform.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“You can integrate the CLI into CI/CD pipelines to automate the management of Feature Gates and Experiments.”
• [probe] https://docs.statsig.com/statsigcli/introduction“PROBE runtime (recorded 2026-09-05): the official Statsig CLI (npm @statsig/siggy) ran keylessly via `npx -y @statsig/siggy --version`, printing its version — gate and experiment management is scriptable from CI.”
• [probe] https://docs.statsig.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.statsig.com/openapi.json, https://docs.statsig.com/swagger.json, https://docs.statsig.com/api/openapi.json, https://docs.statsig.com/.well-known/openapi.json)”

Export all of my data in open formats and leaveweight 3

3 (weight) × 4 (quality) × 0.6 (partial) = 7.2 of 30 max

• [claimed-docs] https://docs.statsig.com/api/content/console-api/introduction“The Console API is the CRUD API for performing the actions available on console.statsig.com without using the web UI.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“The Statsig CLI is a command-line interface that helps manage Feature Gates, Experiments, and Dynamic Configs within the Statsig platform.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“You can integrate the CLI into CI/CD pipelines to automate the management of Feature Gates and Experiments.”

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

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

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

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

• [claimed-docs] https://docs.statsig.com/api/content/integrations/mcp/overview“The Statsig MCP (Model Context Protocol) server brings the power of Statsig into tools like Codex, Cursor, and Claude Code. With this setup, you can ask questions, explore experiments, and access your Statsig data using AI.”
• [claimed-docs] https://docs.statsig.com/api/content/integrations/mcp/overview“The Statsig MCP (Model Context Protocol) server brings the power of Statsig into tools like Codex, Cursor, and Claude Code.”
• [probe] https://docs.statsig.com/integrations/mcp/overview“PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the hosted MCP server https://api.statsig.com/v1/mcp returned HTTP 401 with `WWW-Authenticate: Bearer realm="statsig" resource_metadata=".../.well-known/oauth-protected-resource/v1/mcp"` — the documented authenticated MCP surface is live and speaks the MCP OAuth flow.”
• [probe] https://docs.statsig.com/integrations/mcp/overview“official MCP server documented at https://docs.statsig.com/integrations/mcp/overview”

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.statsig.com/api/content/feature-flags/overview“Gradually deploy a feature over time by setting up a Feature Gate as a Scheduled Rollout.”
• [claimed-docs] https://docs.statsig.com/api/content/autotune/overview“Unlike a standard A/B test, Autotune shifts traffic toward the winning variant to maximize a target metric.”
• [claimed-docs] https://docs.statsig.com/api/content/autotune/overview“Autotune shifts traffic toward the winning variant to maximize a target metric.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“You can integrate the CLI into CI/CD pipelines to automate the management of Feature Gates and Experiments.”
• [probe] https://docs.statsig.com/statsigcli/introduction“PROBE runtime (recorded 2026-09-05): the official Statsig CLI (npm @statsig/siggy) ran keylessly via `npx -y @statsig/siggy --version`, printing its version — gate and experiment management is scriptable from CI.”

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

Operate the product with natural-language commandsweight 2

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

• [claimed-docs] https://docs.statsig.com/api/content/integrations/mcp/overview“The Statsig MCP (Model Context Protocol) server brings the power of Statsig into tools like Codex, Cursor, and Claude Code. With this setup, you can ask questions, explore experiments, and access your Statsig data using AI.”
• [claimed-docs] https://docs.statsig.com/api/content/integrations/mcp/overview“The Statsig MCP (Model Context Protocol) server brings the power of Statsig into tools like Codex, Cursor, and Claude Code.”
• [probe] https://docs.statsig.com/integrations/mcp/overview“PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the hosted MCP server https://api.statsig.com/v1/mcp returned HTTP 401 with `WWW-Authenticate: Bearer realm="statsig" resource_metadata=".../.well-known/oauth-protected-resource/v1/mcp"` — the documented authenticated MCP surface is live and speaks the MCP OAuth flow.”
• [probe] https://docs.statsig.com/integrations/mcp/overview“official MCP server documented at https://docs.statsig.com/integrations/mcp/overview”

Perform bulk operations across many items at onceweight 2

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

• [claimed-docs] https://docs.statsig.com/api/content/console-api/introduction“The Console API is the CRUD API for performing the actions available on console.statsig.com without using the web UI.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“The Statsig CLI is a command-line interface that helps manage Feature Gates, Experiments, and Dynamic Configs within the Statsig platform.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“You can integrate the CLI into CI/CD pipelines to automate the management of Feature Gates and Experiments.”
• [probe] https://docs.statsig.com/statsigcli/introduction“PROBE runtime (recorded 2026-09-05): the official Statsig CLI (npm @statsig/siggy) ran keylessly via `npx -y @statsig/siggy --version`, printing its version — gate and experiment management is scriptable from CI.”

Define rules that trigger actions automatically on eventsweight 3

3 (weight) × 4 (quality) × 0.6 (partial) = 7.2 of 30 max

• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“Gradually deploy a feature over time by setting up a Feature Gate as a Scheduled Rollout.”
• [claimed-docs] https://docs.statsig.com/api/content/autotune/overview“Unlike a standard A/B test, Autotune shifts traffic toward the winning variant to maximize a target metric.”
• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“Schedule gradual feature rollouts to safely deploy new code”
• [claimed-docs] https://docs.statsig.com/api/content/autotune/overview“Autotune shifts traffic toward the winning variant to maximize a target metric.”
• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“set up Feature Gate overrides to allow specific users to bypass the gate.”
• [claimed-docs] https://docs.statsig.com/api/content/understanding-platform“Infra Analytics: Monitor and debug service health alongside product outcomes. Ingest metrics and traces with OpenTelemetry, search and group logs, and set alerts to catch regressions.”

Schedule recurring jobs or workflowsweight 2

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

• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“Gradually deploy a feature over time by setting up a Feature Gate as a Scheduled Rollout.”
• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“Schedule gradual feature rollouts to safely deploy new code”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“You can integrate the CLI into CI/CD pipelines to automate the management of Feature Gates and Experiments.”

Version, review, and roll back my automationsweight 1

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

• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“Have an emergency disable switch that lets you immediately turn off a particular code branch for users in production”
• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“Gradually deploy a feature over time by setting up a Feature Gate as a Scheduled Rollout.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“The Statsig CLI is a command-line interface that helps manage Feature Gates, Experiments, and Dynamic Configs within the Statsig platform.”
• [claimed-docs] https://docs.statsig.com/api/content/statsigcli/introduction“You can integrate the CLI into CI/CD pipelines to automate the management of Feature Gates and Experiments.”
• [claimed-docs] https://docs.statsig.com/api/content/console-api/introduction“The Console API is the CRUD API for performing the actions available on console.statsig.com without using the web UI.”
• [claimed-docs] https://docs.statsig.com/api/content/feature-flags/overview“After your Feature Gate is live, view Feature Gate exposures in the Statsig console to monitor who encounters your gate.”