diff --git a/src/api/account.ts b/src/api/account.ts
index fc594e6e6..0eb33e927 100644
--- a/src/api/account.ts
+++ b/src/api/account.ts
@@ -1,6 +1,6 @@
 import { JsonStruct } from '@metamask/utils';
 import type { Infer } from 'superstruct';
-import { array, enums, record, string, union } from 'superstruct';
+import { array, enums, record, string } from 'superstruct';
 
 import { object } from '../superstruct';
 import { UuidStruct } from '../utils';
@@ -51,35 +51,9 @@ export const KeyringAccountStruct = object({
   ]),
 
   /**
-   * Account addresses. It can be a single address or a map of addresses per
-   * chain.
-   *
-   * If the address is a string, it's assumed to be under the 'eip155'
-   * namespace. Otherwise, it must be a map of addresses per chain, where the
-   * key is the chain ID (CAIP-2) and the value is an array of addresses.
-   *
-   * @example
-   * ```ts
-   * address: {
-   *   // Different addresses per chain.
-   *   'eip155:1': ['0x1234...'],
-   *   'eip155:137': ['0x5678...'],
-   * }
-   * ```
-   * @example
-   * ```ts
-   * address: {
-   *   // The address is the same across all 'eip155' chains.
-   *   'eip155': ['0x1234...'],
-   * }
-   * ```
-   * @example
-   * ```ts
-   * // Assumed to be under the 'eip155' namespace.
-   * address: '0x1234...',
-   * ```
+   * Account main address.
    */
-  address: union([string(), record(string(), array(string()))]),
+  address: string(),
 
   /**
    * Account options.
diff --git a/src/api/keyring.ts b/src/api/keyring.ts
index ff567a894..5952ab145 100644
--- a/src/api/keyring.ts
+++ b/src/api/keyring.ts
@@ -81,17 +81,12 @@ export type Keyring = {
   /**
    * Filter supported chains for a given account.
    *
-   * See {@link KeyringAccount}.
-   *
-   * @deprecated Use the keys of the `address` map of the account object to
-   * indicate the supported chains. This method will be removed in a future
-   * version of the Keyring API.
    * @param id - ID of the account to be checked.
    * @param chains - List of chains (CAIP-2) to be checked.
    * @returns A Promise that resolves to a filtered list of CAIP-2 IDs
    * representing the supported chains.
    */
-  filterAccountChains?(id: string, chains: string[]): Promise<string[]>;
+  filterAccountChains(id: string, chains: string[]): Promise<string[]>;
 
   /**
    * Update an account.
diff --git a/src/rpc-handler.test.ts b/src/rpc-handler.test.ts
index 8d3542cda..29918ada1 100644
--- a/src/rpc-handler.test.ts
+++ b/src/rpc-handler.test.ts
@@ -133,25 +133,7 @@ describe('handleKeyringRequest', () => {
     expect(result).toBe('FilterSupportedChains result');
   });
 
-  it('fails because `keyring_filterAccountChains` is not implemented', async () => {
-    const request: JsonRpcRequest = {
-      jsonrpc: '2.0',
-      id: '7c507ff0-365f-4de0-8cd5-eb83c30ebda4',
-      method: 'keyring_filterAccountChains',
-      params: {
-        id: '4f983fa2-4f53-4c63-a7c2-f9a5ed750041',
-        chains: ['chain1', 'chain2'],
-      },
-    };
-
-    const { filterAccountChains, ...partialKeyring } = keyring;
-
-    await expect(handleKeyringRequest(partialKeyring, request)).rejects.toThrow(
-      'Method not supported: keyring_filterAccountChains',
-    );
-  });
-
-  it('calls keyring_updateAccount', async () => {
+  it('calls `keyring_updateAccount`', async () => {
     const request: JsonRpcRequest = {
       jsonrpc: '2.0',
       id: '7c507ff0-365f-4de0-8cd5-eb83c30ebda4',
diff --git a/src/rpc-handler.ts b/src/rpc-handler.ts
index 7aa72c873..495f2c427 100644
--- a/src/rpc-handler.ts
+++ b/src/rpc-handler.ts
@@ -74,9 +74,6 @@ async function dispatchRequest(
     }
 
     case KeyringRpcMethod.FilterAccountChains: {
-      if (keyring.filterAccountChains === undefined) {
-        throw new MethodNotSupportedError(request.method);
-      }
       assert(request, FilterAccountChainsStruct);
       return keyring.filterAccountChains(
         request.params.id,