diff --git a/packages/agent-memory/src/MemoryStore.ts b/packages/agent-memory/src/MemoryStore.ts
index c14f0262..0fd47ad9 100644
--- a/packages/agent-memory/src/MemoryStore.ts
+++ b/packages/agent-memory/src/MemoryStore.ts
@@ -1,11 +1,18 @@
 import { randomUUID } from 'node:crypto';
 import { encodeFloat32, parseFtSearchResponse } from '@betterdb/valkey-search-kit';
 import { buildMemoryRecord } from './buildMemoryRecord';
-import { buildRecallQuery, buildScopeFilter, SCORE_FIELD } from './buildRecallQuery';
+import {
+  buildConsolidateFilter,
+  buildRecallQuery,
+  buildScopeFilter,
+  SCORE_FIELD,
+} from './buildRecallQuery';
 import { parseMemoryItem } from './parseMemoryItem';
 import { compositeScore, similarityFromDistance, type RecallWeights } from './compositeScore';
 import { selectEvictions, type EvictionCandidate } from './selectEvictions';
 import type {
+  ConsolidateOptions,
+  ConsolidateResult,
   EmbedFn,
   MemoryHit,
   MemoryScope,
@@ -22,6 +29,9 @@ const RECALL_OVERFETCH = 4;
 const FORGET_BATCH_SIZE = 500;
 const FORGET_MAX_BATCHES = 10000;
 const EVICTION_SCAN_LIMIT = 10000;
+const CONSOLIDATE_SCAN_LIMIT = 10000;
+const DEFAULT_SUMMARY_IMPORTANCE = 0.7;
+const SUMMARY_SOURCE = 'summary';
 
 export interface MemoryStoreOptions {
   client: MemoryStoreClient;
@@ -192,18 +202,117 @@ export class MemoryStore {
     return deleted;
   }
 
-  async remember(content: string, options: RememberOptions = {}): Promise<string> {
+  private async writeMemory(
+    content: string,
+    options: RememberOptions,
+    now: number,
+  ): Promise<string> {
     const vector = await this.embed(content);
     const id = randomUUID();
-    const now = Date.now();
     const record = buildMemoryRecord(this.name, id, content, vector, options, now);
     await this.writeRecord(record.key, record.fields, options.ttl);
+    return id;
+  }
+
+  async remember(content: string, options: RememberOptions = {}): Promise<string> {
+    const now = Date.now();
+    const id = await this.writeMemory(content, options, now);
     // Capacity enforcement is best-effort: the memory is already durably stored,
     // so a failed eviction pass must not reject an otherwise successful write.
     await this.enforceCapacity(options, now).catch(() => undefined);
     return id;
   }
 
+  async consolidate(options: ConsolidateOptions): Promise<ConsolidateResult> {
+    const now = Date.now();
+    const tags = options.tags ?? [];
+    const scope: MemoryScope = {
+      threadId: options.threadId,
+      agentId: options.agentId,
+      namespace: options.namespace,
+    };
+
+    const hasCriteria =
+      scope.threadId !== undefined ||
+      scope.agentId !== undefined ||
+      scope.namespace !== undefined ||
+      tags.length > 0 ||
+      options.olderThanSeconds !== undefined ||
+      options.maxImportance !== undefined;
+    if (!hasCriteria) {
+      throw new Error(
+        'consolidate requires a scope, tags, olderThanSeconds, or maxImportance to select candidates',
+      );
+    }
+
+    // Push olderThanSeconds/maxImportance into the query (both are NUMERIC
+    // indexed) so the scan limit applies to actual matches, not an arbitrary
+    // first window, and we don't transfer rows we'd only discard. Prior
+    // summaries are always excluded (-@source:{summary}) so consolidation never
+    // re-folds its own output into a new summary.
+    const filter = buildConsolidateFilter(scope, tags, {
+      maxCreatedAt:
+        options.olderThanSeconds !== undefined
+          ? now - options.olderThanSeconds * 1000
+          : undefined,
+      maxImportance: options.maxImportance,
+      excludeSource: SUMMARY_SOURCE,
+    });
+    const raw = await this.client.call(
+      'FT.SEARCH',
+      `${this.name}:mem:idx`,
+      filter,
+      'RETURN',
+      '10',
+      'content',
+      'importance',
+      'tags',
+      'created_at',
+      'last_accessed_at',
+      'access_count',
+      'source',
+      'threadId',
+      'agentId',
+      'namespace',
+      'LIMIT',
+      '0',
+      String(CONSOLIDATE_SCAN_LIMIT),
+      'DIALECT',
+      '2',
+    );
+    const candidates = parseFtSearchResponse(raw).map((hit) => parseMemoryItem(this.name, hit));
+
+    if (candidates.length === 0) {
+      return { consolidated: 0, created: [], deleted: 0 };
+    }
+
+    // Write the summary before deleting sources so a failure can never destroy
+    // memories without leaving their consolidated replacement behind. Use the
+    // capacity-free write path: consolidation is a net reduction (N sources -> 1
+    // summary), and the sources still inflate the scope here, so an enforceCapacity
+    // pass could otherwise evict the summary we just wrote and then delete the
+    // sources — losing the content entirely.
+    const summary = await options.summarize(candidates);
+    const summaryId = await this.writeMemory(
+      summary,
+      {
+        ...scope,
+        tags,
+        source: SUMMARY_SOURCE,
+        importance: options.summaryImportance ?? DEFAULT_SUMMARY_IMPORTANCE,
+      },
+      now,
+    );
+
+    let deleted = 0;
+    if (options.deleteSources !== false) {
+      const keys = candidates.map((item) => `${this.name}:mem:${item.id}`);
+      deleted = Number(await this.client.call('DEL', ...keys));
+    }
+
+    return { consolidated: candidates.length, created: [summaryId], deleted };
+  }
+
   private async writeRecord(key: string, fields: (string | Buffer)[], ttl?: number): Promise<void> {
     if (ttl === undefined || ttl <= 0) {
       await this.client.call('HSET', key, ...fields);
@@ -323,3 +432,4 @@ function ftSearchTotal(raw: unknown): number {
   const total = typeof raw[0] === 'string' ? parseInt(raw[0], 10) : Number(raw[0]);
   return Number.isFinite(total) && total > 0 ? total : 0;
 }
+
diff --git a/packages/agent-memory/src/__tests__/MemoryStore.consolidate.test.ts b/packages/agent-memory/src/__tests__/MemoryStore.consolidate.test.ts
new file mode 100644
index 00000000..539d0b25
--- /dev/null
+++ b/packages/agent-memory/src/__tests__/MemoryStore.consolidate.test.ts
@@ -0,0 +1,217 @@
+import { describe, it, expect, vi } from 'vitest';
+import { MemoryStore } from '../MemoryStore';
+import { fakeEmbed } from './helpers/fakeEmbed';
+import { mockClient } from './helpers/mockClient';
+
+const now = Date.now();
+
+interface HitSpec {
+  importance: number;
+  ageSeconds: number;
+  source?: string;
+}
+
+function itemHit(id: string, spec: HitSpec): [string, string[]] {
+  const created = now - spec.ageSeconds * 1000;
+  const fields: Record<string, string> = {
+    content: `c-${id}`,
+    importance: String(spec.importance),
+    created_at: String(created),
+    last_accessed_at: String(created),
+    access_count: '0',
+  };
+  if (spec.source !== undefined) {
+    fields.source = spec.source;
+  }
+  const flat: string[] = [];
+  for (const [field, value] of Object.entries(fields)) {
+    flat.push(field, value);
+  }
+  return [`mem:mem:${id}`, flat];
+}
+
+function searchReply(hits: Array<[string, string[]]>): unknown[] {
+  const out: unknown[] = [String(hits.length)];
+  for (const [key, flat] of hits) {
+    out.push(key, flat);
+  }
+  return out;
+}
+
+function consolidatingClient(hits: Array<[string, string[]]>) {
+  return mockClient((command, ...args) => {
+    if (command === 'FT.SEARCH') {
+      return searchReply(hits);
+    }
+    if (command === 'DEL') {
+      return args.length;
+    }
+    return 'OK';
+  });
+}
+
+function fieldValue(call: unknown[] | undefined, field: string): string | undefined {
+  if (!call) {
+    return undefined;
+  }
+  const idx = call.indexOf(field);
+  return idx >= 0 ? (call[idx + 1] as string) : undefined;
+}
+
+describe('MemoryStore.consolidate', () => {
+  it('summarizes matching candidates, writes a summary, deletes sources, returns counts', async () => {
+    const summarize = vi.fn(async (items) => `summary of ${items.length}`);
+    const client = consolidatingClient([
+      itemHit('a', { importance: 0.2, ageSeconds: 100000 }),
+      itemHit('b', { importance: 0.3, ageSeconds: 200000 }),
+    ]);
+    const store = new MemoryStore({ client, name: 'mem', embedFn: fakeEmbed(8) });
+
+    const result = await store.consolidate({
+      namespace: 'u1',
+      olderThanSeconds: 3600,
+      maxImportance: 0.5,
+      summarize,
+    });
+
+    expect(summarize).toHaveBeenCalledTimes(1);
+    expect(summarize.mock.calls[0][0].map((i: { id: string }) => i.id)).toEqual(['a', 'b']);
+    expect(result.consolidated).toBe(2);
+    expect(result.created).toHaveLength(1);
+    expect(result.deleted).toBe(2);
+
+    const hset = client.call.mock.calls.find((c) => c[0] === 'HSET');
+    expect(fieldValue(hset, 'content')).toBe('summary of 2');
+    expect(fieldValue(hset, 'source')).toBe('summary');
+    expect(hset?.[1]).toBe(`mem:mem:${result.created[0]}`);
+
+    const del = client.call.mock.calls.find((c) => c[0] === 'DEL');
+    expect(del?.slice(1).sort()).toEqual(['mem:mem:a', 'mem:mem:b']);
+  });
+
+  it('pushes olderThanSeconds into the query as a created_at upper bound', async () => {
+    const summarize = vi.fn(async () => 'summary');
+    const client = consolidatingClient([itemHit('a', { importance: 0.2, ageSeconds: 100000 })]);
+    const store = new MemoryStore({ client, name: 'mem', embedFn: fakeEmbed(8) });
+
+    await store.consolidate({ olderThanSeconds: 3600, summarize });
+
+    const search = client.call.mock.calls.find((c) => c[0] === 'FT.SEARCH');
+    const filter = search?.[2] as string;
+    // Server-side range so the scan limit applies to actual matches, not an
+    // arbitrary first window.
+    expect(filter).toMatch(/@created_at:\[-inf \d+\]/);
+  });
+
+  it('pushes maxImportance into the query as an importance upper bound', async () => {
+    const summarize = vi.fn(async () => 'summary');
+    const client = consolidatingClient([itemHit('a', { importance: 0.2, ageSeconds: 100000 })]);
+    const store = new MemoryStore({ client, name: 'mem', embedFn: fakeEmbed(8) });
+
+    await store.consolidate({ maxImportance: 0.5, summarize });
+
+    const search = client.call.mock.calls.find((c) => c[0] === 'FT.SEARCH');
+    expect(search?.[2] as string).toContain('@importance:[-inf 0.5]');
+  });
+
+  it('excludes prior summaries from the candidate scan so a default run does not re-fold them', async () => {
+    const summarize = vi.fn(async () => 'summary');
+    const client = consolidatingClient([itemHit('a', { importance: 0.2, ageSeconds: 100000 })]);
+    const store = new MemoryStore({ client, name: 'mem', embedFn: fakeEmbed(8) });
+
+    await store.consolidate({ namespace: 'u1', summarize });
+
+    const search = client.call.mock.calls.find((c) => c[0] === 'FT.SEARCH');
+    expect(search?.[2] as string).toContain('-@source:{summary}');
+  });
+
+  it('writes the summary scoped to the request at summaryImportance', async () => {
+    const summarize = vi.fn(async () => 'merged');
+    const client = consolidatingClient([itemHit('a', { importance: 0.1, ageSeconds: 100000 })]);
+    const store = new MemoryStore({ client, name: 'mem', embedFn: fakeEmbed(8) });
+
+    await store.consolidate({ namespace: 'u1', summarize, summaryImportance: 0.9 });
+
+    const hset = client.call.mock.calls.find((c) => c[0] === 'HSET');
+    expect(fieldValue(hset, 'importance')).toBe('0.9');
+    expect(fieldValue(hset, 'namespace')).toBe('u1');
+    expect(fieldValue(hset, 'source')).toBe('summary');
+  });
+
+  it('keeps sources when deleteSources is false', async () => {
+    const summarize = vi.fn(async () => 'summary');
+    const client = consolidatingClient([
+      itemHit('a', { importance: 0.2, ageSeconds: 100000 }),
+      itemHit('b', { importance: 0.2, ageSeconds: 100000 }),
+    ]);
+    const store = new MemoryStore({ client, name: 'mem', embedFn: fakeEmbed(8) });
+
+    const result = await store.consolidate({
+      summarize,
+      deleteSources: false,
+      olderThanSeconds: 3600,
+    });
+
+    expect(result.consolidated).toBe(2);
+    expect(result.created).toHaveLength(1);
+    expect(result.deleted).toBe(0);
+    expect(client.call.mock.calls.some((c) => c[0] === 'DEL')).toBe(false);
+  });
+
+  it('returns zeros and does not summarize or write when nothing matches', async () => {
+    const summarize = vi.fn(async () => 'summary');
+    const client = consolidatingClient([]);
+    const store = new MemoryStore({ client, name: 'mem', embedFn: fakeEmbed(8) });
+
+    const result = await store.consolidate({ olderThanSeconds: 3600, summarize });
+
+    expect(summarize).not.toHaveBeenCalled();
+    expect(result).toEqual({ consolidated: 0, created: [], deleted: 0 });
+    expect(client.call.mock.calls.some((c) => c[0] === 'HSET')).toBe(false);
+    expect(client.call.mock.calls.some((c) => c[0] === 'DEL')).toBe(false);
+  });
+
+  it('throws when given no scope, tags, or selection criteria (prevents whole-store consolidation)', async () => {
+    const summarize = vi.fn(async () => 'summary');
+    const store = new MemoryStore({ client: mockClient(), name: 'mem', embedFn: fakeEmbed(8) });
+
+    await expect(store.consolidate({ summarize })).rejects.toThrow(/scope|criteria/i);
+    expect(summarize).not.toHaveBeenCalled();
+  });
+
+  it('defaults summaryImportance to 0.7 and deletes sources by default', async () => {
+    const summarize = vi.fn(async () => 'summary');
+    const client = consolidatingClient([itemHit('a', { importance: 0.2, ageSeconds: 100000 })]);
+    const store = new MemoryStore({ client, name: 'mem', embedFn: fakeEmbed(8) });
+
+    const result = await store.consolidate({ summarize, olderThanSeconds: 3600 });
+
+    const hset = client.call.mock.calls.find((c) => c[0] === 'HSET');
+    expect(fieldValue(hset, 'importance')).toBe('0.7');
+    expect(result.deleted).toBe(1);
+  });
+
+  it('writes the summary without a capacity pass so it cannot be evicted then orphaned', async () => {
+    const summarize = vi.fn(async () => 'summary');
+    const client = consolidatingClient([
+      itemHit('a', { importance: 0.2, ageSeconds: 100000 }),
+      itemHit('b', { importance: 0.2, ageSeconds: 100000 }),
+    ]);
+    const store = new MemoryStore({
+      client,
+      name: 'mem',
+      embedFn: fakeEmbed(8),
+      maxItemsPerScope: 1,
+    });
+
+    const result = await store.consolidate({ namespace: 'u1', summarize });
+
+    expect(result.created).toHaveLength(1);
+    expect(client.call.mock.calls.some((c) => c[0] === 'HSET')).toBe(true);
+    // Exactly one FT.SEARCH (the candidate scan): the summary write triggers no
+    // capacity probe/scan, so enforceCapacity can't evict the just-written summary
+    // while the sources still inflate the count.
+    const searches = client.call.mock.calls.filter((c) => c[0] === 'FT.SEARCH');
+    expect(searches).toHaveLength(1);
+  });
+});
diff --git a/packages/agent-memory/src/__tests__/buildRecallQuery.test.ts b/packages/agent-memory/src/__tests__/buildRecallQuery.test.ts
index 2d771f6e..4f9a4359 100644
--- a/packages/agent-memory/src/__tests__/buildRecallQuery.test.ts
+++ b/packages/agent-memory/src/__tests__/buildRecallQuery.test.ts
@@ -1,5 +1,5 @@
 import { describe, it, expect } from 'vitest';
-import { buildRecallQuery } from '../buildRecallQuery';
+import { buildRecallQuery, buildConsolidateFilter } from '../buildRecallQuery';
 
 describe('buildRecallQuery', () => {
   it('builds a bare KNN query when there are no filters', () => {
@@ -18,3 +18,25 @@ describe('buildRecallQuery', () => {
     );
   });
 });
+
+describe('buildConsolidateFilter', () => {
+  it('appends inclusive NUMERIC ranges and a source exclusion to the scope filter', () => {
+    expect(
+      buildConsolidateFilter({ namespace: 'u1' }, ['pref'], {
+        maxCreatedAt: 1000,
+        maxImportance: 0.5,
+        excludeSource: 'summary',
+      }),
+    ).toBe('(@namespace:{u1} @tags:{pref} @created_at:[-inf 1000] @importance:[-inf 0.5] -@source:{summary})');
+  });
+
+  it('omits absent predicates', () => {
+    expect(buildConsolidateFilter({ threadId: 't' }, [], { excludeSource: 'summary' })).toBe(
+      '(@threadId:{t} -@source:{summary})',
+    );
+  });
+
+  it('still constrains by range when there is no scope', () => {
+    expect(buildConsolidateFilter({}, [], { maxImportance: 0.3 })).toBe('(@importance:[-inf 0.3])');
+  });
+});
diff --git a/packages/agent-memory/src/buildRecallQuery.ts b/packages/agent-memory/src/buildRecallQuery.ts
index 4e0c44d3..1bc6e7fc 100644
--- a/packages/agent-memory/src/buildRecallQuery.ts
+++ b/packages/agent-memory/src/buildRecallQuery.ts
@@ -4,7 +4,7 @@ import type { MemoryScope } from './types';
 export const SCORE_FIELD = '__score';
 export const VECTOR_FIELD = 'vector';
 
-export function buildScopeFilter(scope: MemoryScope, tags: string[]): string {
+function scopeClauses(scope: MemoryScope, tags: string[]): string[] {
   const clauses: string[] = [];
   if (scope.threadId !== undefined) {
     clauses.push(`@threadId:{${escapeTag(scope.threadId)}}`);
@@ -18,12 +18,44 @@ export function buildScopeFilter(scope: MemoryScope, tags: string[]): string {
   for (const tag of tags) {
     clauses.push(`@tags:{${escapeTag(tag)}}`);
   }
+  return clauses;
+}
+
+function joinClauses(clauses: string[]): string {
   if (clauses.length === 0) {
     return '*';
   }
   return `(${clauses.join(' ')})`;
 }
 
+export function buildScopeFilter(scope: MemoryScope, tags: string[]): string {
+  return joinClauses(scopeClauses(scope, tags));
+}
+
+export interface ConsolidateFilterOptions {
+  maxCreatedAt?: number;
+  maxImportance?: number;
+  excludeSource?: string;
+}
+
+export function buildConsolidateFilter(
+  scope: MemoryScope,
+  tags: string[],
+  options: ConsolidateFilterOptions,
+): string {
+  const clauses = scopeClauses(scope, tags);
+  if (options.maxCreatedAt !== undefined) {
+    clauses.push(`@created_at:[-inf ${options.maxCreatedAt}]`);
+  }
+  if (options.maxImportance !== undefined) {
+    clauses.push(`@importance:[-inf ${options.maxImportance}]`);
+  }
+  if (options.excludeSource !== undefined) {
+    clauses.push(`-@source:{${escapeTag(options.excludeSource)}}`);
+  }
+  return joinClauses(clauses);
+}
+
 export function buildRecallQuery(k: number, scope: MemoryScope, tags: string[]): string {
   return `${buildScopeFilter(scope, tags)}=>[KNN ${k} @${VECTOR_FIELD} $vec AS ${SCORE_FIELD}]`;
 }
diff --git a/packages/agent-memory/src/index.ts b/packages/agent-memory/src/index.ts
index d8e7422c..bf1a904a 100644
--- a/packages/agent-memory/src/index.ts
+++ b/packages/agent-memory/src/index.ts
@@ -10,6 +10,8 @@ export type {
   MemoryItem,
   RecallOptions,
   MemoryHit,
+  ConsolidateOptions,
+  ConsolidateResult,
 } from './types';
 export { compositeScore, similarityFromDistance } from './compositeScore';
 export type { RecallWeights, CompositeScoreParams } from './compositeScore';
diff --git a/packages/agent-memory/src/types.ts b/packages/agent-memory/src/types.ts
index 6577bd4a..d28b477a 100644
--- a/packages/agent-memory/src/types.ts
+++ b/packages/agent-memory/src/types.ts
@@ -50,3 +50,18 @@ export interface MemoryHit {
   /** Composite recall score (similarity + recency + importance); higher is better. */
   score: number;
 }
+
+export interface ConsolidateOptions extends MemoryScope {
+  olderThanSeconds?: number;
+  maxImportance?: number;
+  summarize: (items: MemoryItem[]) => Promise<string>;
+  deleteSources?: boolean;
+  summaryImportance?: number;
+  tags?: string[];
+}
+
+export interface ConsolidateResult {
+  consolidated: number;
+  created: string[];
+  deleted: number;
+}