diff --git a/api/server/experimental.js b/api/server/experimental.js
index ac289615a3..dadb87dd0b 100644
--- a/api/server/experimental.js
+++ b/api/server/experimental.js
@@ -20,6 +20,7 @@ const {
   performStartupChecks,
   handleJsonParseError,
   initializeFileStorage,
+  loadToolApprovalHooks,
   maybeInjectQueryDevtoolsBootstrap,
   preAuthTenantMiddleware,
 } = require('@librechat/api');
@@ -300,6 +301,16 @@ if (cluster.isMaster) {
     const appConfig = await getAppConfig();
     initializeFileStorage(appConfig);
     initializeGitHubSkillSync(appConfig);
+    // Register configured tool-approval policy hooks (mirrors the standard startup path).
+    // Honors the `enabled` kill switch; hooks are base-config-only, registered process-wide.
+    // Read from the BASE config specifically — `appConfig` above (getAppConfig() with no
+    // principal) still merges DB `__base__` overrides, which must not drive which hook
+    // modules load in every worker (matches api/server/index.js's baseOnly usage).
+    const baseAppConfig = await getAppConfig({ baseOnly: true });
+    const toolApproval = baseAppConfig?.endpoints?.agents?.toolApproval;
+    await loadToolApprovalHooks(toolApproval?.enabled ? toolApproval.hooks : undefined, {
+      basePath: path.resolve(__dirname, '../..'),
+    });
     expiredFileSweepOptions = { appConfig, loadAppConfig: getAppConfig };
     startExpiredFileSweepOnce();
     await performStartupChecks(appConfig);
diff --git a/api/server/index.js b/api/server/index.js
index a8c7c35e5a..bcc38ae3fd 100644
--- a/api/server/index.js
+++ b/api/server/index.js
@@ -23,6 +23,7 @@ const {
   createStreamServices,
   initializeFileStorage,
   initializeDeploymentSkills,
+  loadToolApprovalHooks,
   maybeInjectQueryDevtoolsBootstrap,
   preAuthTenantMiddleware,
   setupGracefulShutdown,
@@ -124,6 +125,16 @@ const startServer = async () => {
   await initializeDeploymentSkills({ projectRoot: path.resolve(__dirname, '../..') });
   initializeGitHubSkillSync(appConfig);
   startExpiredFileSweep({ appConfig, loadAppConfig: getAppConfig });
+  // Register any programmatic tool-approval policy hooks declared in
+  // `endpoints.agents.toolApproval.hooks`. Honor the `enabled` kill switch: when tool
+  // approval is off we pass no hooks, so a disabled endpoint imports/runs nothing (and any
+  // previously loaded batch is unregistered). Hooks are read from the BASE config only —
+  // they register once, process-wide; per-user/tenant differences belong inside the hook
+  // (via its context), not in per-override module lists.
+  const toolApproval = appConfig?.endpoints?.agents?.toolApproval;
+  await loadToolApprovalHooks(toolApproval?.enabled ? toolApproval.hooks : undefined, {
+    basePath: path.resolve(__dirname, '../..'),
+  });
   await runAsSystem(async () => {
     await performStartupChecks(appConfig);
     await updateInterfacePermissions({ appConfig, getRoleByName, updateAccessPermissions });
diff --git a/packages/api/src/agents/hitl/hookLoader.spec.ts b/packages/api/src/agents/hitl/hookLoader.spec.ts
new file mode 100644
index 0000000000..d64666514a
--- /dev/null
+++ b/packages/api/src/agents/hitl/hookLoader.spec.ts
@@ -0,0 +1,153 @@
+import { logger } from '@librechat/data-schemas';
+import { getRegisteredToolApprovalHookCount, clearToolApprovalHooks } from './hooks';
+import { loadToolApprovalHooks } from './hookLoader';
+
+/** A conforming hook module: (options) => (context) => (input) => decision. */
+const goodModule = (options?: Record<string, unknown>) => () => async () => ({
+  decision: (options?.decision as 'ask') ?? 'ask',
+});
+
+describe('loadToolApprovalHooks', () => {
+  beforeEach(() => {
+    jest.spyOn(logger, 'error').mockImplementation(() => logger);
+    jest.spyOn(logger, 'info').mockImplementation(() => logger);
+  });
+
+  afterEach(() => {
+    clearToolApprovalHooks();
+    jest.restoreAllMocks();
+  });
+
+  test('registers a hook from a module default export', async () => {
+    const importModule = jest.fn(async () => ({ default: goodModule }));
+    const n = await loadToolApprovalHooks([{ module: './hook.js', matcher: 'write_.*' }], {
+      importModule,
+    });
+    expect(n).toBe(1);
+    expect(getRegisteredToolApprovalHookCount()).toBe(1);
+    expect(importModule).toHaveBeenCalledTimes(1);
+  });
+
+  test('supports a module that IS the builder (no default export)', async () => {
+    const importModule = jest.fn(async () => goodModule);
+    expect(await loadToolApprovalHooks([{ module: 'some-pkg' }], { importModule })).toBe(1);
+  });
+
+  test('passes the entry options to the builder', async () => {
+    const builder = jest.fn(goodModule);
+    const importModule = jest.fn(async () => ({ default: builder }));
+    await loadToolApprovalHooks([{ module: './h.js', options: { foo: 'bar' } }], { importModule });
+    expect(builder).toHaveBeenCalledWith({ foo: 'bar' });
+  });
+
+  test('returns 0 for empty / undefined config and registers nothing', async () => {
+    expect(await loadToolApprovalHooks(undefined)).toBe(0);
+    expect(await loadToolApprovalHooks([])).toBe(0);
+    expect(getRegisteredToolApprovalHookCount()).toBe(0);
+  });
+
+  test('skips a module whose export is not a function (no crash)', async () => {
+    const importModule = jest.fn(async () => ({ default: { notAFunction: true } }));
+    expect(await loadToolApprovalHooks([{ module: './bad.js' }], { importModule })).toBe(0);
+    expect(getRegisteredToolApprovalHookCount()).toBe(0);
+    expect(logger.error).toHaveBeenCalled();
+  });
+
+  test('skips when the builder returns a non-function', async () => {
+    const importModule = jest.fn(async () => ({ default: () => 'not a factory' }));
+    expect(await loadToolApprovalHooks([{ module: './bad.js' }], { importModule })).toBe(0);
+  });
+
+  test('resolves (does not throw) when a module import fails', async () => {
+    const importModule = jest.fn(async () => {
+      throw new Error('cannot find module');
+    });
+    await expect(
+      loadToolApprovalHooks([{ module: './missing.js' }], { importModule }),
+    ).resolves.toBe(0);
+    expect(getRegisteredToolApprovalHookCount()).toBe(0);
+    expect(logger.error).toHaveBeenCalled();
+  });
+
+  test('continues past a bad entry to load the good ones', async () => {
+    const importModule = jest.fn(async (spec: string) =>
+      spec.includes('bad') ? Promise.reject(new Error('nope')) : { default: goodModule },
+    );
+    const n = await loadToolApprovalHooks([{ module: './bad.js' }, { module: './good.js' }], {
+      importModule,
+    });
+    expect(n).toBe(1);
+    expect(getRegisteredToolApprovalHookCount()).toBe(1);
+  });
+
+  test('reload unregisters the previous batch (idempotent, no double-register)', async () => {
+    const importModule = jest.fn(async () => ({ default: goodModule }));
+    await loadToolApprovalHooks([{ module: './a.js' }, { module: './b.js' }], { importModule });
+    expect(getRegisteredToolApprovalHookCount()).toBe(2);
+
+    // A reload with a single hook must drop the previous two.
+    await loadToolApprovalHooks([{ module: './a.js' }], { importModule });
+    expect(getRegisteredToolApprovalHookCount()).toBe(1);
+  });
+
+  test('unwraps a nested default (CJS/transpiled `exports.default = fn` interop)', async () => {
+    // import() of TS/Babel CJS output surfaces as { default: { default: builder } }.
+    const importModule = jest.fn(async () => ({ default: { default: goodModule } }));
+    expect(await loadToolApprovalHooks([{ module: './cjs.js' }], { importModule })).toBe(1);
+    expect(getRegisteredToolApprovalHookCount()).toBe(1);
+  });
+
+  test('skips an entry with an invalid matcher regex (does not register a throwing pattern)', async () => {
+    const importModule = jest.fn(async () => ({ default: goodModule }));
+    expect(
+      await loadToolApprovalHooks([{ module: './h.js', matcher: '[' }], { importModule }),
+    ).toBe(0);
+    expect(getRegisteredToolApprovalHookCount()).toBe(0);
+    expect(importModule).not.toHaveBeenCalled(); // rejected before import
+    expect(logger.error).toHaveBeenCalled();
+  });
+
+  test('loads valid hooks even when a sibling entry has a bad matcher', async () => {
+    const importModule = jest.fn(async () => ({ default: goodModule }));
+    const n = await loadToolApprovalHooks(
+      [
+        { module: './bad.js', matcher: '(' },
+        { module: './good.js', matcher: 'write_.*' },
+      ],
+      { importModule },
+    );
+    expect(n).toBe(1);
+  });
+
+  describe('module specifier resolution', () => {
+    test('resolves an app-root-relative FILE without a leading dot to a file:// URL', async () => {
+      const importModule = jest.fn(async () => ({ default: goodModule }));
+      // `hookLoader.ts` exists next to this spec — a bare-looking path that is a real file.
+      await loadToolApprovalHooks([{ module: 'hookLoader.ts' }], {
+        importModule,
+        basePath: __dirname,
+      });
+      expect(importModule).toHaveBeenCalledWith(
+        expect.stringMatching(/^file:\/\/.*hookLoader\.ts$/),
+      );
+    });
+
+    test('leaves a bare package specifier untouched when no such file exists', async () => {
+      const importModule = jest.fn(async () => ({ default: goodModule }));
+      await loadToolApprovalHooks([{ module: 'some-approval-hooks-pkg' }], {
+        importModule,
+        basePath: __dirname,
+      });
+      expect(importModule).toHaveBeenCalledWith('some-approval-hooks-pkg');
+    });
+
+    test('resolves a ./ relative path to a file:// URL', async () => {
+      const importModule = jest.fn(async () => ({ default: goodModule }));
+      await loadToolApprovalHooks([{ module: './hooks/x.js' }], {
+        importModule,
+        basePath: '/srv/app',
+      });
+      expect(importModule).toHaveBeenCalledWith('file:///srv/app/hooks/x.js');
+    });
+  });
+});
diff --git a/packages/api/src/agents/hitl/hookLoader.ts b/packages/api/src/agents/hitl/hookLoader.ts
new file mode 100644
index 0000000000..ec7c4917ce
--- /dev/null
+++ b/packages/api/src/agents/hitl/hookLoader.ts
@@ -0,0 +1,146 @@
+import path from 'node:path';
+import { existsSync } from 'node:fs';
+import { pathToFileURL } from 'node:url';
+import { logger } from '@librechat/data-schemas';
+import type { TToolApprovalHookConfig } from 'librechat-data-provider';
+import type { ToolApprovalHookFactory } from './hooks';
+import { registerToolApprovalHook } from './hooks';
+
+/**
+ * The default-export contract a tool-approval hook MODULE must satisfy: a builder that takes
+ * the config entry's static `options` and returns a per-run {@link ToolApprovalHookFactory}.
+ *
+ *   // my-hook.js
+ *   module.exports = (options) => (context) => async (input) => ({ decision: 'ask' });
+ */
+export type ToolApprovalHookModule = (options?: Record<string, unknown>) => ToolApprovalHookFactory;
+
+export interface LoadToolApprovalHooksOptions {
+  /** Directory to resolve relative module paths against. Defaults to `process.cwd()`. */
+  basePath?: string;
+  /** Override the dynamic importer (used by tests to avoid touching the filesystem). */
+  importModule?: (specifier: string) => Promise<unknown>;
+}
+
+/**
+ * Unregister fns for the hooks THIS loader registered. Tracked so a config reload can drop
+ * its previous batch without disturbing hooks registered directly in code.
+ */
+let loadedUnregisters: Array<() => void> = [];
+
+/**
+ * Turn a config `module` string into an importable specifier. Explicit paths (absolute, or
+ * `./`-relative) resolve against `basePath` and become a `file://` URL so `import()` accepts
+ * them on every platform. A bare specifier prefers a real FILE under `basePath` (so
+ * `config/hooks/workspace.js` works without a leading `./`), falling back to a package
+ * specifier when no such file exists; scoped names (`@scope/pkg`) are always packages.
+ */
+function resolveModuleSpecifier(spec: string, basePath: string): string {
+  if (path.isAbsolute(spec)) {
+    return pathToFileURL(spec).href;
+  }
+  if (spec.startsWith('.')) {
+    return pathToFileURL(path.resolve(basePath, spec)).href;
+  }
+  if (!spec.startsWith('@')) {
+    const candidate = path.resolve(basePath, spec);
+    if (existsSync(candidate)) {
+      return pathToFileURL(candidate).href;
+    }
+  }
+  return spec;
+}
+
+/**
+ * Load + register the programmatic tool-approval hooks declared under
+ * `endpoints.agents.toolApproval.hooks`. Call once at startup (and again on a config reload —
+ * each call first unregisters the previous batch, so it is idempotent across reloads and
+ * never double-registers).
+ *
+ * Robust by design: a bad entry (unimportable module, non-function export, builder that
+ * throws or returns a non-function) is logged and skipped — one misconfigured hook never
+ * crashes startup or blocks the others. Returns the number of hooks successfully registered.
+ *
+ * SECURITY: each `module` is dynamically imported and executed in-process. This is
+ * admin-level config (librechat.yaml); only reference trusted code.
+ */
+export async function loadToolApprovalHooks(
+  hooks: TToolApprovalHookConfig[] | undefined,
+  options: LoadToolApprovalHooksOptions = {},
+): Promise<number> {
+  const basePath = options.basePath ?? process.cwd();
+  const importModule = options.importModule ?? ((specifier: string) => import(specifier));
+
+  // Drop the previous batch (reload safety) WITHOUT clearing code-registered hooks.
+  for (const off of loadedUnregisters) {
+    off();
+  }
+  loadedUnregisters = [];
+
+  if (!Array.isArray(hooks) || hooks.length === 0) {
+    return 0;
+  }
+
+  let registered = 0;
+  for (const entry of hooks) {
+    try {
+      // Validate the matcher regex up front: the SDK compiles it with `new RegExp` at
+      // run-build time, where a bad pattern would throw out of buildHITLRunWiring and break
+      // EVERY HITL run — here it's skipped like any other bad entry.
+      if (entry.matcher != null) {
+        try {
+          void new RegExp(entry.matcher);
+        } catch (regexErr) {
+          logger.error(
+            `[toolApprovalHooks] Invalid matcher regex ${JSON.stringify(entry.matcher)} for module "${entry.module}"; skipping`,
+            regexErr,
+          );
+          continue;
+        }
+      }
+
+      const specifier = resolveModuleSpecifier(entry.module, basePath);
+      const mod = (await importModule(specifier)) as { default?: unknown };
+      let builder: unknown = mod && typeof mod === 'object' && 'default' in mod ? mod.default : mod;
+      // CJS/transpiled interop: TypeScript/Babel `exports.default = fn` (esModuleInterop)
+      // surfaces through import() as `{ default: { default: fn } }`, so unwrap one more level
+      // before rejecting — otherwise documented "default export" hook modules fail to load.
+      if (
+        builder != null &&
+        typeof builder === 'object' &&
+        'default' in builder &&
+        typeof (builder as { default: unknown }).default === 'function'
+      ) {
+        builder = (builder as { default: unknown }).default;
+      }
+      if (typeof builder !== 'function') {
+        logger.error(
+          `[toolApprovalHooks] Module "${entry.module}" did not export a hook-builder function; skipping`,
+        );
+        continue;
+      }
+
+      const factory = (builder as ToolApprovalHookModule)(entry.options);
+      if (typeof factory !== 'function') {
+        logger.error(
+          `[toolApprovalHooks] Builder from "${entry.module}" did not return a factory function; skipping`,
+        );
+        continue;
+      }
+
+      loadedUnregisters.push(registerToolApprovalHook(factory, { matcher: entry.matcher }));
+      registered++;
+      logger.info(
+        `[toolApprovalHooks] Registered tool-approval hook from "${entry.module}"` +
+          (entry.matcher ? ` (matcher: ${entry.matcher})` : ''),
+      );
+    } catch (err) {
+      logger.error(
+        `[toolApprovalHooks] Failed to load tool-approval hook module "${entry.module}"; skipping`,
+        err,
+      );
+    }
+  }
+
+  return registered;
+}
diff --git a/packages/api/src/agents/hitl/hooks.spec.ts b/packages/api/src/agents/hitl/hooks.spec.ts
new file mode 100644
index 0000000000..1ab1c7ea21
--- /dev/null
+++ b/packages/api/src/agents/hitl/hooks.spec.ts
@@ -0,0 +1,77 @@
+import type { ToolApprovalHook } from './hooks';
+import {
+  registerToolApprovalHook,
+  getRegisteredToolApprovalHookCount,
+  clearToolApprovalHooks,
+  buildToolApprovalHooks,
+} from './hooks';
+
+const denyHook: ToolApprovalHook = async () => ({ decision: 'deny' });
+
+describe('tool-approval hook registry', () => {
+  afterEach(() => clearToolApprovalHooks());
+
+  test('register increments the count and returns an unregister fn', () => {
+    expect(getRegisteredToolApprovalHookCount()).toBe(0);
+    const off = registerToolApprovalHook(() => denyHook);
+    expect(getRegisteredToolApprovalHookCount()).toBe(1);
+    off();
+    expect(getRegisteredToolApprovalHookCount()).toBe(0);
+  });
+
+  test('unregister removes exactly its own registration and is idempotent', () => {
+    const off1 = registerToolApprovalHook(() => denyHook);
+    registerToolApprovalHook(() => denyHook);
+    off1();
+    expect(getRegisteredToolApprovalHookCount()).toBe(1);
+    off1(); // already removed — no-op, does not remove the second
+    expect(getRegisteredToolApprovalHookCount()).toBe(1);
+  });
+
+  test('clearToolApprovalHooks removes everything', () => {
+    registerToolApprovalHook(() => denyHook);
+    registerToolApprovalHook(() => denyHook);
+    clearToolApprovalHooks();
+    expect(getRegisteredToolApprovalHookCount()).toBe(0);
+  });
+
+  describe('buildToolApprovalHooks', () => {
+    test('resolves factories against context and carries each matcher', () => {
+      registerToolApprovalHook(() => denyHook);
+      registerToolApprovalHook(() => denyHook, { matcher: 'write_.*' });
+
+      const built = buildToolApprovalHooks({ userId: 'bob' });
+      expect(built).toHaveLength(2);
+      expect(built[0].matcher).toBeUndefined();
+      expect(built[1].matcher).toBe('write_.*');
+      expect(typeof built[0].hook).toBe('function');
+    });
+
+    test('drops factories that opt out (return undefined) for the given context', () => {
+      // First hook applies to everyone except admins; second always applies.
+      registerToolApprovalHook((ctx) => (ctx.userId === 'admin' ? undefined : denyHook));
+      registerToolApprovalHook(() => denyHook, { matcher: 'write_.*' });
+
+      expect(buildToolApprovalHooks({ userId: 'bob' })).toHaveLength(2);
+      expect(buildToolApprovalHooks({ userId: 'admin' })).toHaveLength(1);
+    });
+
+    test('invokes factories in registration order', () => {
+      const order: string[] = [];
+      registerToolApprovalHook(() => {
+        order.push('a');
+        return undefined;
+      });
+      registerToolApprovalHook(() => {
+        order.push('b');
+        return undefined;
+      });
+      buildToolApprovalHooks({});
+      expect(order).toEqual(['a', 'b']);
+    });
+
+    test('returns an empty list when nothing is registered', () => {
+      expect(buildToolApprovalHooks({})).toEqual([]);
+    });
+  });
+});
diff --git a/packages/api/src/agents/hitl/hooks.ts b/packages/api/src/agents/hitl/hooks.ts
new file mode 100644
index 0000000000..826b58882d
--- /dev/null
+++ b/packages/api/src/agents/hitl/hooks.ts
@@ -0,0 +1,118 @@
+import type { AppConfig } from '@librechat/data-schemas';
+import type { HookCallback } from '@librechat/agents';
+
+/**
+ * Per-run context handed to a {@link ToolApprovalHookFactory} when a run is built. It carries
+ * the request-scoped facts the SDK's `PreToolUse` hook input does NOT include — the user, the
+ * conversation, the tenant, and the resolved app config — so a process-wide hook can
+ * specialize its decision per request (e.g. "auto-approve for admins", "stricter for tenant
+ * X"). The SDK input already provides the per-call facts (tool name, args, agent, thread,
+ * turn); this fills the request-identity gap.
+ */
+export interface ToolApprovalHookContext {
+  /** The requesting user's id, when authenticated. */
+  userId?: string;
+  /** The conversation (== LangGraph `thread_id`) the run belongs to. */
+  conversationId?: string;
+  /** Tenant id, in multi-tenant deployments. */
+  tenantId?: string;
+  /** The resolved app config for the request. */
+  appConfig?: AppConfig;
+}
+
+/**
+ * A programmatic tool-approval hook: a `PreToolUse` callback that decides `allow` / `ask` /
+ * `deny` (and may rewrite the tool args via `updatedInput` or restrict the offered decisions
+ * via `allowedDecisions`) from the FULL live call — tool name, args, executing agent, thread,
+ * turn — not just the static name lists in `endpoints.agents.toolApproval`. Return an empty
+ * object (`{}`) to abstain and fall through to the configured policy / other hooks.
+ *
+ * Hooks COMPOSE with the static policy through the SDK's `PreToolUse` fold, which resolves
+ * decisions `deny` > `ask` > `allow`. A hook can therefore only ever TIGHTEN a configured
+ * `ask` / `deny` — it can never silently auto-approve past policy. To loosen, change the
+ * static policy. (The SDK's own `createWorkspacePolicyHook` is this exact shape.)
+ */
+export type ToolApprovalHook = HookCallback<'PreToolUse'>;
+
+/**
+ * Builds a {@link ToolApprovalHook} for one run from its {@link ToolApprovalHookContext}.
+ * Return `undefined` to opt out of this run entirely (e.g. the policy doesn't apply to this
+ * user, or the app config disables the hook) — cheaper and clearer than a hook that always
+ * abstains. Registered process-wide via {@link registerToolApprovalHook}.
+ */
+export type ToolApprovalHookFactory = (
+  context: ToolApprovalHookContext,
+) => ToolApprovalHook | undefined;
+
+interface RegisteredHook {
+  factory: ToolApprovalHookFactory;
+  /** Optional regex matched against the tool name (the `PreToolUse` matcher `pattern`). */
+  matcher?: string;
+}
+
+/**
+ * Process-wide registry of tool-approval hook factories. Populated once at startup by host
+ * code / plugins; read per run by {@link buildToolApprovalHooks}. Kept module-private so the
+ * only mutations go through the register/clear API (registration order is preserved, which
+ * the SDK's last-writer-wins precedence for `updatedInput` / `allowedDecisions` relies on).
+ */
+const registeredHooks: RegisteredHook[] = [];
+
+/**
+ * Register a programmatic tool-approval hook (process-wide). Call once at startup. Returns an
+ * unregister function that removes exactly this registration.
+ *
+ * Inert unless tool approval is enabled AND the caller is HITL-capable — hooks only run inside
+ * the `PreToolUse` fold of an HITL run (see {@link buildToolApprovalHooks} /
+ * `buildHITLRunWiring`). They compose with, and can only tighten, the static
+ * `endpoints.agents.toolApproval` policy.
+ *
+ * @param factory Builds the per-run hook from its context; return `undefined` to opt out.
+ * @param options.matcher Optional regex string matched against the tool name — omit to run for
+ *   every tool. Patterns are compiled with `new RegExp` by the SDK without a sandbox, so only
+ *   register trusted / length-bounded patterns.
+ */
+export function registerToolApprovalHook(
+  factory: ToolApprovalHookFactory,
+  options: { matcher?: string } = {},
+): () => void {
+  const entry: RegisteredHook = { factory, matcher: options.matcher };
+  registeredHooks.push(entry);
+  return () => {
+    const index = registeredHooks.indexOf(entry);
+    if (index >= 0) {
+      registeredHooks.splice(index, 1);
+    }
+  };
+}
+
+/** Number of currently-registered hook factories (diagnostics / tests). */
+export function getRegisteredToolApprovalHookCount(): number {
+  return registeredHooks.length;
+}
+
+/** Remove every registered hook. Test/teardown helper. */
+export function clearToolApprovalHooks(): void {
+  registeredHooks.length = 0;
+}
+
+/**
+ * Resolve the registered hook factories against a run's {@link ToolApprovalHookContext} into
+ * concrete `PreToolUse` hooks (each with its optional tool-name matcher). Factories that
+ * return `undefined` (opt out for this run) are dropped. Registration order is preserved.
+ *
+ * Consumed by `buildHITLRunWiring`, which registers these AFTER the static-policy hook so a
+ * host hook's `updatedInput` / `allowedDecisions` win the SDK's last-writer-wins precedence.
+ */
+export function buildToolApprovalHooks(
+  context: ToolApprovalHookContext,
+): Array<{ hook: ToolApprovalHook; matcher?: string }> {
+  const built: Array<{ hook: ToolApprovalHook; matcher?: string }> = [];
+  for (const { factory, matcher } of registeredHooks) {
+    const hook = factory(context);
+    if (hook) {
+      built.push({ hook, matcher });
+    }
+  }
+  return built;
+}
diff --git a/packages/api/src/agents/hitl/index.ts b/packages/api/src/agents/hitl/index.ts
index 690ccb1828..7ef769c8d3 100644
--- a/packages/api/src/agents/hitl/index.ts
+++ b/packages/api/src/agents/hitl/index.ts
@@ -1,3 +1,5 @@
 export * from './policy';
 export * from './runtime';
 export * from './resume';
+export * from './hooks';
+export * from './hookLoader';
diff --git a/packages/api/src/agents/hitl/runtime.spec.ts b/packages/api/src/agents/hitl/runtime.spec.ts
index 79d4ef05f6..42148eab56 100644
--- a/packages/api/src/agents/hitl/runtime.spec.ts
+++ b/packages/api/src/agents/hitl/runtime.spec.ts
@@ -1,4 +1,5 @@
 import { HookRegistry } from '@librechat/agents';
+import { registerToolApprovalHook, clearToolApprovalHooks } from './hooks';
 import { buildHITLRunWiring } from './runtime';
 
 describe('buildHITLRunWiring', () => {
@@ -27,3 +28,37 @@ describe('buildHITLRunWiring', () => {
     expect(wiring?.hooks.getMatchers('PreToolUse')).toHaveLength(1);
   });
 });
+
+describe('buildHITLRunWiring host-hook composition', () => {
+  afterEach(() => clearToolApprovalHooks());
+
+  test('registers the static policy hook PLUS each registered host hook', () => {
+    registerToolApprovalHook(() => async () => ({ decision: 'deny' }));
+    registerToolApprovalHook(() => async () => ({ decision: 'ask' }), { matcher: 'write_.*' });
+    const wiring = buildHITLRunWiring({ enabled: true });
+    // 1 static baseline + 2 host hooks
+    expect(wiring?.hooks.getMatchers('PreToolUse')).toHaveLength(3);
+  });
+
+  test('a factory that opts out (returns undefined) is not registered', () => {
+    registerToolApprovalHook(() => undefined);
+    const wiring = buildHITLRunWiring({ enabled: true });
+    expect(wiring?.hooks.getMatchers('PreToolUse')).toHaveLength(1); // only the static baseline
+  });
+
+  test('does not invoke host-hook factories when HITL is disabled', () => {
+    const factory = jest.fn(() => undefined);
+    registerToolApprovalHook(factory);
+    expect(buildHITLRunWiring({ enabled: false })).toBeUndefined();
+    expect(factory).not.toHaveBeenCalled();
+  });
+
+  test('passes the run context to each factory', () => {
+    const factory = jest.fn(() => undefined);
+    registerToolApprovalHook(factory);
+    buildHITLRunWiring({ enabled: true }, { userId: 'u1', conversationId: 'c1' });
+    expect(factory).toHaveBeenCalledWith(
+      expect.objectContaining({ userId: 'u1', conversationId: 'c1' }),
+    );
+  });
+});
diff --git a/packages/api/src/agents/hitl/runtime.ts b/packages/api/src/agents/hitl/runtime.ts
index bbc350fc3d..b7c7404ad8 100644
--- a/packages/api/src/agents/hitl/runtime.ts
+++ b/packages/api/src/agents/hitl/runtime.ts
@@ -1,6 +1,8 @@
 import { HookRegistry, createToolPolicyHook } from '@librechat/agents';
 import type { TToolApprovalPolicy } from 'librechat-data-provider';
+import type { ToolApprovalHookContext } from './hooks';
 import { isHITLEnabled, mapToolApprovalPolicy } from './policy';
+import { buildToolApprovalHooks } from './hooks';
 
 /**
  * The HITL fragment spread onto a `RunConfig` when tool approval is enabled.
@@ -20,22 +22,37 @@ export interface HITLRunWiring {
  * when HITL is disabled (the default) — in which case the run attaches nothing
  * and behaves exactly as it did before this feature.
  *
- * The returned `hooks` registry carries a single `PreToolUse` policy hook built
- * from {@link mapToolApprovalPolicy}. An enabled policy with no allow/deny/ask
- * lists falls through to `mode: 'default'`, i.e. every tool prompts — the safe
- * default for "HITL on, nothing else specified".
+ * The returned `hooks` registry carries the static-config `PreToolUse` policy hook built
+ * from {@link mapToolApprovalPolicy} (an enabled policy with no allow/deny/ask lists falls
+ * through to `mode: 'default'`, i.e. every tool prompts — the safe default for "HITL on,
+ * nothing else specified"), PLUS any host-registered programmatic hooks
+ * ({@link registerToolApprovalHook}) resolved against `context`. The static hook is
+ * registered first as the baseline; host hooks layer after it. Decisions fold in the SDK
+ * as `deny` > `ask` > `allow`, so a host hook can only TIGHTEN the configured policy.
  */
 export function buildHITLRunWiring(
   policy: TToolApprovalPolicy | undefined,
+  context: ToolApprovalHookContext = {},
 ): HITLRunWiring | undefined {
   if (!isHITLEnabled(policy)) {
     return undefined;
   }
 
   const registry = new HookRegistry();
+  // Static config-driven policy (mode/allow/deny/ask) — the baseline.
   registry.register('PreToolUse', {
     hooks: [createToolPolicyHook(mapToolApprovalPolicy(policy) ?? {})],
   });
 
+  // Host-registered programmatic hooks — context-aware, layered after the baseline so their
+  // `updatedInput` / `allowedDecisions` win the SDK's last-writer-wins precedence. Each can
+  // carry its own tool-name matcher; the SDK still folds decisions deny > ask > allow.
+  for (const { hook, matcher } of buildToolApprovalHooks(context)) {
+    registry.register(
+      'PreToolUse',
+      matcher ? { pattern: matcher, hooks: [hook] } : { hooks: [hook] },
+    );
+  }
+
   return { humanInTheLoop: { enabled: true }, hooks: registry };
 }
diff --git a/packages/api/src/agents/run.ts b/packages/api/src/agents/run.ts
index 82606f5e51..0379fa1b85 100644
--- a/packages/api/src/agents/run.ts
+++ b/packages/api/src/agents/run.ts
@@ -1193,7 +1193,14 @@ export async function createRun({
   // would pause with no approval surface or resume endpoint, and the route would emit a
   // normal final response / `[DONE]` with the tool call dangling. Only AgentClient (chat +
   // resume) passes `hitlCapable`; without it the run is identical to the no-HITL path.
-  const hitl = hitlCapable ? buildHITLRunWiring(toolApprovalPolicy) : undefined;
+  const hitl = hitlCapable
+    ? buildHITLRunWiring(toolApprovalPolicy, {
+        userId: user?.id,
+        conversationId: requestBody?.conversationId,
+        tenantId: tenantId ?? user?.tenantId,
+        appConfig,
+      })
+    : undefined;
   if (hitl) {
     const checkpointer = await getAgentCheckpointer(agentsEndpointConfig?.checkpointer);
     graphConfig.compileOptions = { ...graphConfig.compileOptions, checkpointer };
diff --git a/packages/data-provider/src/config.ts b/packages/data-provider/src/config.ts
index db2cdefb6d..543e703401 100644
--- a/packages/data-provider/src/config.ts
+++ b/packages/data-provider/src/config.ts
@@ -787,6 +787,29 @@ export type ToolApprovalMode = z.infer<typeof toolApprovalModeSchema>;
  *   HITL machinery for this endpoint (no checkpointer, no hooks, no prompts).
  *   This is admin-level; users toggle prompting via `mode: 'bypass'` instead.
  */
+/**
+ * A programmatic tool-approval hook loaded from a module at startup.
+ *
+ * The referenced module's default export must be a builder
+ * `(options?) => ToolApprovalHookFactory` (see `@librechat/api`'s `registerToolApprovalHook`).
+ * Hooks compose with the static `allow`/`deny`/`ask` policy above and can only TIGHTEN it
+ * (the SDK folds decisions `deny → ask → allow`). This is admin-level config — the module is
+ * dynamically imported and executed in-process, so only reference trusted code.
+ */
+export const toolApprovalHookConfigSchema = z.object({
+  /**
+   * Module specifier to import: a bare package name (e.g. `@acme/approval-hooks`) or a path —
+   * absolute, or relative to the app root. Its default export is the hook builder.
+   */
+  module: z.string().min(1),
+  /** Optional regex matched against the tool name; omit to run for every tool. */
+  matcher: z.string().optional(),
+  /** Static options forwarded to the module's builder; the hook's own per-call config. */
+  options: z.record(z.unknown()).optional(),
+});
+
+export type TToolApprovalHookConfig = z.infer<typeof toolApprovalHookConfigSchema>;
+
 export const toolApprovalPolicySchema = z
   .object({
     enabled: z.boolean().optional(),
@@ -796,6 +819,17 @@ export const toolApprovalPolicySchema = z
     ask: z.array(z.string()).optional(),
     /** Optional reason template surfaced in the prompt; `{tool}` is interpolated. */
     reason: z.string().optional(),
+    /**
+     * Programmatic policy hooks loaded from modules at startup. They layer on top of the
+     * static lists above for dynamic, context-aware decisions the lists can't express
+     * (per-args, per-agent, per-user). See {@link toolApprovalHookConfigSchema}.
+     *
+     * BASE-CONFIG ONLY: hooks are imported + registered once, process-wide, at server
+     * startup — they are NOT reloaded from per-role/user/tenant admin overrides. Encode
+     * per-user/tenant behavior INSIDE the hook (via its runtime context), not by varying the
+     * module list per override. Honored only when `enabled` is true.
+     */
+    hooks: z.array(toolApprovalHookConfigSchema).optional(),
   })
   .optional();