diff --git a/apps/loopover-ui/src/lib/mcp-package.ts b/apps/loopover-ui/src/lib/mcp-package.ts
index 58dc510a18..b7e6cacecd 100644
--- a/apps/loopover-ui/src/lib/mcp-package.ts
+++ b/apps/loopover-ui/src/lib/mcp-package.ts
@@ -8,7 +8,7 @@ export const MCP_PACKAGE_REGISTRY_URL = `https://registry.npmjs.org/${MCP_PACKAG
 export const MCP_PACKAGE_NPM_URL = `https://www.npmjs.com/package/${MCP_PACKAGE_NAME}`;
 // Tracks the latest PUBLISHED release: ui:version-audit requires this to equal npm dist-tags.latest, so it is
 // bumped to a new version only AFTER that version publishes (never ahead of npm).
-export const MCP_PACKAGE_KNOWN_LATEST_VERSION = "0.9.0";
+export const MCP_PACKAGE_KNOWN_LATEST_VERSION = "3.1.1";
 export const MCP_MINIMUM_SUPPORTED_VERSION = "0.5.0";
 
 export type NpmPackageMetadata = {
diff --git a/apps/loopover-ui/src/lib/selfhost-env-reference.ts b/apps/loopover-ui/src/lib/selfhost-env-reference.ts
index dd6b6992a9..d41d76c840 100644
--- a/apps/loopover-ui/src/lib/selfhost-env-reference.ts
+++ b/apps/loopover-ui/src/lib/selfhost-env-reference.ts
@@ -5,6 +5,10 @@ export type SelfHostEnvReferenceRow = {
 };
 
 export const SELFHOST_ENV_REFERENCE_ROWS: SelfHostEnvReferenceRow[] = [
+  {
+    name: "ADMIN_GITHUB_LOGINS",
+    firstReference: "src/queue/processors.ts",
+  },
   {
     name: "AI_ADVISORY",
     firstReference: "src/selfhost/ai.ts",
@@ -21,10 +25,18 @@ export const SELFHOST_ENV_REFERENCE_ROWS: SelfHostEnvReferenceRow[] = [
     name: "AI_ADVISORY_MODEL",
     firstReference: "src/server.ts",
   },
+  {
+    name: "AI_BYOK_DAILY_REPO_LIMIT",
+    firstReference: "src/services/ai-review.ts",
+  },
   {
     name: "AI_COMBINE",
     firstReference: "src/selfhost/ai.ts",
   },
+  {
+    name: "AI_DAILY_NEURON_BUDGET",
+    firstReference: "src/services/ai-review.ts",
+  },
   {
     name: "AI_DUAL_REVIEW",
     firstReference: "src/selfhost/ai.ts",
@@ -41,6 +53,14 @@ export const SELFHOST_ENV_REFERENCE_ROWS: SelfHostEnvReferenceRow[] = [
     name: "AI_EMBED_MODEL",
     firstReference: "src/selfhost/ai.ts",
   },
+  {
+    name: "AI_GATEWAY_ID",
+    firstReference: "src/services/ai-review.ts",
+  },
+  {
+    name: "AI_MAX_OUTPUT_TOKENS",
+    firstReference: "src/services/ai-review.ts",
+  },
   {
     name: "AI_ON_MERGE",
     firstReference: "src/selfhost/ai.ts",
@@ -49,6 +69,22 @@ export const SELFHOST_ENV_REFERENCE_ROWS: SelfHostEnvReferenceRow[] = [
     name: "AI_PROVIDER",
     firstReference: "src/selfhost/ai-config.ts",
   },
+  {
+    name: "AI_PUBLIC_COMMENTS_ENABLED",
+    firstReference: "src/services/ai-review.ts",
+  },
+  {
+    name: "AI_REVIEW_PLAN",
+    firstReference: "src/services/ai-review.ts",
+  },
+  {
+    name: "AI_SUMMARIES_ENABLED",
+    firstReference: "src/services/ai-review.ts",
+  },
+  {
+    name: "AI_VISION",
+    firstReference: "src/queue/processors.ts",
+  },
   {
     name: "AI_VISION_API_KEY",
     firstReference: "src/server.ts",
@@ -133,6 +169,14 @@ export const SELFHOST_ENV_REFERENCE_ROWS: SelfHostEnvReferenceRow[] = [
     name: "CONFIG_DIR_EMPTY_ACKNOWLEDGED",
     firstReference: "src/server.ts",
   },
+  {
+    name: "CONTRIBUTOR_CAP_CANCEL_CI_DEFAULT",
+    firstReference: "src/queue/processors.ts",
+  },
+  {
+    name: "CONTRIBUTOR_EVIDENCE_BATCH_SIZE",
+    firstReference: "src/queue/processors.ts",
+  },
   {
     name: "CRON_INTERVAL_MS",
     firstReference: "src/server.ts",
@@ -177,6 +221,10 @@ export const SELFHOST_ENV_REFERENCE_ROWS: SelfHostEnvReferenceRow[] = [
     name: "GITHUB_APP_PRIVATE_KEY",
     firstReference: "src/selfhost/orb-collector.ts",
   },
+  {
+    name: "GITHUB_APP_SLUG",
+    firstReference: "src/queue/processors.ts",
+  },
   {
     name: "GITHUB_CACHE_TTL_SECONDS",
     firstReference: "src/server.ts",
@@ -193,6 +241,10 @@ export const SELFHOST_ENV_REFERENCE_ROWS: SelfHostEnvReferenceRow[] = [
     name: "GITHUB_INSTALLATION_CONCURRENCY_LIMIT",
     firstReference: "src/selfhost/installation-concurrency-admission.ts",
   },
+  {
+    name: "GITHUB_PUBLIC_TOKEN",
+    firstReference: "src/queue/ai-review-orchestration.ts",
+  },
   {
     name: "HOME",
     firstReference: "src/selfhost/ai.ts",
@@ -209,6 +261,10 @@ export const SELFHOST_ENV_REFERENCE_ROWS: SelfHostEnvReferenceRow[] = [
     name: "LOOPOVER_REPO_CONFIG_DIR",
     firstReference: "src/server.ts",
   },
+  {
+    name: "LOOPOVER_REVIEW_CONTINUOUS",
+    firstReference: "src/queue/processors.ts",
+  },
   {
     name: "LOOPOVER_VERSION",
     firstReference: "src/selfhost/otel.ts",
@@ -486,17 +542,26 @@ export const SELFHOST_ENV_REFERENCE_ROWS: SelfHostEnvReferenceRow[] = [
 export const SELFHOST_ENV_REFERENCE_MARKDOWN = [
   "| Name | First reference |",
   "| --- | --- |",
+  "| `ADMIN_GITHUB_LOGINS` | `src/queue/processors.ts` |",
   "| `AI_ADVISORY` | `src/selfhost/ai.ts` |",
   "| `AI_ADVISORY_API_KEY` | `src/server.ts` |",
   "| `AI_ADVISORY_BASE_URL` | `src/server.ts` |",
   "| `AI_ADVISORY_MODEL` | `src/server.ts` |",
+  "| `AI_BYOK_DAILY_REPO_LIMIT` | `src/services/ai-review.ts` |",
   "| `AI_COMBINE` | `src/selfhost/ai.ts` |",
+  "| `AI_DAILY_NEURON_BUDGET` | `src/services/ai-review.ts` |",
   "| `AI_DUAL_REVIEW` | `src/selfhost/ai.ts` |",
   "| `AI_EMBED_API_KEY` | `src/server.ts` |",
   "| `AI_EMBED_BASE_URL` | `src/server.ts` |",
   "| `AI_EMBED_MODEL` | `src/selfhost/ai.ts` |",
+  "| `AI_GATEWAY_ID` | `src/services/ai-review.ts` |",
+  "| `AI_MAX_OUTPUT_TOKENS` | `src/services/ai-review.ts` |",
   "| `AI_ON_MERGE` | `src/selfhost/ai.ts` |",
   "| `AI_PROVIDER` | `src/selfhost/ai-config.ts` |",
+  "| `AI_PUBLIC_COMMENTS_ENABLED` | `src/services/ai-review.ts` |",
+  "| `AI_REVIEW_PLAN` | `src/services/ai-review.ts` |",
+  "| `AI_SUMMARIES_ENABLED` | `src/services/ai-review.ts` |",
+  "| `AI_VISION` | `src/queue/processors.ts` |",
   "| `AI_VISION_API_KEY` | `src/server.ts` |",
   "| `AI_VISION_BASE_URL` | `src/server.ts` |",
   "| `AI_VISION_MODEL` | `src/server.ts` |",
@@ -518,6 +583,8 @@ export const SELFHOST_ENV_REFERENCE_MARKDOWN = [
   "| `CODEX_AI_TIMEOUT_MS` | `src/selfhost/ai.ts` |",
   "| `CODEX_HOME` | `src/selfhost/ai.ts` |",
   "| `CONFIG_DIR_EMPTY_ACKNOWLEDGED` | `src/server.ts` |",
+  "| `CONTRIBUTOR_CAP_CANCEL_CI_DEFAULT` | `src/queue/processors.ts` |",
+  "| `CONTRIBUTOR_EVIDENCE_BATCH_SIZE` | `src/queue/processors.ts` |",
   "| `CRON_INTERVAL_MS` | `src/server.ts` |",
   "| `DATABASE_PATH` | `src/server.ts` |",
   "| `DATABASE_URL` | `src/selfhost/preflight.ts` |",
@@ -529,14 +596,17 @@ export const SELFHOST_ENV_REFERENCE_MARKDOWN = [
   "| `FOREGROUND_LIVENESS_MAX_RELEASE_PER_SWEEP` | `src/selfhost/foreground-liveness.ts` |",
   "| `GITHUB_APP_ID` | `src/selfhost/orb-collector.ts` |",
   "| `GITHUB_APP_PRIVATE_KEY` | `src/selfhost/orb-collector.ts` |",
+  "| `GITHUB_APP_SLUG` | `src/queue/processors.ts` |",
   "| `GITHUB_CACHE_TTL_SECONDS` | `src/server.ts` |",
   "| `GITHUB_INSTALLATION_CONCURRENCY_DEFER_MS` | `src/selfhost/installation-concurrency-admission.ts` |",
   "| `GITHUB_INSTALLATION_CONCURRENCY_ENABLED` | `src/selfhost/installation-concurrency-admission.ts` |",
   "| `GITHUB_INSTALLATION_CONCURRENCY_LIMIT` | `src/selfhost/installation-concurrency-admission.ts` |",
+  "| `GITHUB_PUBLIC_TOKEN` | `src/queue/ai-review-orchestration.ts` |",
   "| `HOME` | `src/selfhost/ai.ts` |",
   "| `LOOPOVER_ENABLE_PAGERDUTY` | `src/services/notify-pagerduty.ts` |",
   "| `LOOPOVER_ENABLE_UNSAFE_CODEX_REVIEWER` | `src/selfhost/ai.ts` |",
   "| `LOOPOVER_REPO_CONFIG_DIR` | `src/server.ts` |",
+  "| `LOOPOVER_REVIEW_CONTINUOUS` | `src/queue/processors.ts` |",
   "| `LOOPOVER_VERSION` | `src/selfhost/otel.ts` |",
   "| `MAINTENANCE_ADMISSION_DEFER_MS` | `src/selfhost/maintenance-admission.ts` |",
   "| `MAINTENANCE_ADMISSION_DRAIN_AGE_MS` | `src/selfhost/maintenance-admission.ts` |",
diff --git a/apps/loopover-ui/src/routes/changelog.test.tsx b/apps/loopover-ui/src/routes/changelog.test.tsx
index 819d05b1e9..5d2023c72b 100644
--- a/apps/loopover-ui/src/routes/changelog.test.tsx
+++ b/apps/loopover-ui/src/routes/changelog.test.tsx
@@ -19,7 +19,7 @@ function renderWithClient(ui: ReactNode) {
   return render(<QueryClientProvider client={client}>{ui}</QueryClientProvider>);
 }
 
-// Deliberately NOT the "0.9.0" MCP_PACKAGE_KNOWN_LATEST_VERSION fallback the component renders in its
+// Deliberately NOT MCP_PACKAGE_KNOWN_LATEST_VERSION, the fallback the component renders in its
 // always-present intro paragraph even before data loads -- using a distinct fixture version means a
 // match can only come from the real fetched data, not a loading-state false positive.
 const NPM_METADATA = {
diff --git a/scripts/gen-selfhost-env-reference.mjs b/scripts/gen-selfhost-env-reference.mjs
index b598fb4554..7b69d5562b 100644
--- a/scripts/gen-selfhost-env-reference.mjs
+++ b/scripts/gen-selfhost-env-reference.mjs
@@ -10,6 +10,9 @@ export const DEFAULT_SOURCE_ROOTS = [
   "src/server.ts",
   "src/services/notify-discord.ts",
   "src/services/notify-pagerduty.ts",
+  "src/services/ai-review.ts",
+  "src/queue/ai-review-orchestration.ts",
+  "src/queue/processors.ts",
   "scripts/build-selfhost.mjs",
   "scripts/migrate-selfhost-sqlite-to-postgres.ts",
   "scripts/smoke-observability-traces.mjs",
diff --git a/test/unit/selfhost-env-reference-script.test.ts b/test/unit/selfhost-env-reference-script.test.ts
index 0bd840c82a..c3c5b383f2 100644
--- a/test/unit/selfhost-env-reference-script.test.ts
+++ b/test/unit/selfhost-env-reference-script.test.ts
@@ -8,6 +8,21 @@ import {
   writeSelfHostEnvReference,
 } from "../../scripts/gen-selfhost-env-reference.mjs";
 
+// #6993: DEFAULT_SOURCE_ROOTS never scanned src/services/ai-review.ts, src/queue/ai-review-orchestration.ts,
+// or src/queue/processors.ts, so four AI review-pipeline env vars that ARE read in those files (and already
+// documented in src/env.d.ts's self-host doc-comment block) never reached the generated reference. Runs
+// against the real repo (default rootDir/sourceRoots) rather than a fixture, since the point is confirming
+// the actual new source roots are scanned, not a synthetic stand-in for them.
+describe("gen-selfhost-env-reference AI review-pipeline source roots (#6993)", () => {
+  it("scans the newly-added source roots and finds their env vars", () => {
+    const names = collectSelfHostEnvVars().map((entry) => entry.name);
+    expect(names).toContain("AI_SUMMARIES_ENABLED");
+    expect(names).toContain("AI_PUBLIC_COMMENTS_ENABLED");
+    expect(names).toContain("AI_MAX_OUTPUT_TOKENS");
+    expect(names).toContain("AI_BYOK_DAILY_REPO_LIMIT");
+  });
+});
+
 function fixtureRoot(): string {
   const root = mkdtempSync(join(tmpdir(), "gt-env-reference-"));
   mkdirSync(join(root, "src", "selfhost", "nested"), { recursive: true });