diff --git a/lib/config.test.ts b/lib/config.test.ts
index 02010cb5d4..472f1aefe4 100644
--- a/lib/config.test.ts
+++ b/lib/config.test.ts
@@ -91,6 +91,20 @@ describe('config', () => {
         expect(config.isDefaultUA).toBe(true);
     });
 
+    it('http cache config', async () => {
+        process.env.CACHE_HTTP_URL = 'https://cache.example.com';
+        process.env.CACHE_HTTP_TOKEN = 'token';
+
+        const { config } = await import('./config');
+        expect(config.httpCache).toMatchObject({
+            url: 'https://cache.example.com',
+            token: 'token',
+        });
+
+        delete process.env.CACHE_HTTP_URL;
+        delete process.env.CACHE_HTTP_TOKEN;
+    });
+
     it('remote config', async () => {
         process.env.REMOTE_CONFIG = 'http://rsshub.test/config';
 
diff --git a/lib/config.ts b/lib/config.ts
index b4dca3920d..fea6a950ee 100644
--- a/lib/config.ts
+++ b/lib/config.ts
@@ -27,6 +27,8 @@ type ConfigEnvKeys =
     | 'CACHE_CONTENT_EXPIRE'
     | 'MEMORY_MAX'
     | 'REDIS_URL'
+    | 'CACHE_HTTP_URL'
+    | 'CACHE_HTTP_TOKEN'
     // Proxy
     | 'PROXY_URI'
     | 'PROXY_URIS'
@@ -284,6 +286,10 @@ export type Config = {
     redis: {
         url: string;
     };
+    httpCache: {
+        url?: string;
+        token?: string;
+    };
     // proxy
     proxyUri?: string;
     proxyUris?: string[];
@@ -763,7 +769,7 @@ const calculateValue = () => {
         allowOrigin: envs.ALLOW_ORIGIN,
         // cache
         cache: {
-            type: envs.CACHE_TYPE || (envs.CACHE_TYPE === '' ? '' : 'memory'), // 缓存类型，支持 'memory' 和 'redis'，设为空可以禁止缓存
+            type: envs.CACHE_TYPE || (envs.CACHE_TYPE === '' ? '' : 'memory'), // Cache type; supports 'memory', 'redis', and 'http'. Set to empty string to disable cache.
             requestTimeout: toInt(envs.CACHE_REQUEST_TIMEOUT, 60),
             routeExpire: toInt(envs.CACHE_EXPIRE, 5 * 60), // 路由缓存时间，单位为秒
             contentExpire: toInt(envs.CACHE_CONTENT_EXPIRE, 1 * 60 * 60), // 不变内容缓存时间，单位为秒
@@ -775,6 +781,10 @@ const calculateValue = () => {
         redis: {
             url: envs.REDIS_URL || 'redis://localhost:6379/',
         },
+        httpCache: {
+            url: envs.CACHE_HTTP_URL,
+            token: envs.CACHE_HTTP_TOKEN,
+        },
         // proxy
         proxyUri: envs.PROXY_URI,
         proxyUris: envs.PROXY_URIS
diff --git a/lib/utils/cache/http.test.ts b/lib/utils/cache/http.test.ts
new file mode 100644
index 0000000000..6e663dee47
--- /dev/null
+++ b/lib/utils/cache/http.test.ts
@@ -0,0 +1,118 @@
+import { afterEach, describe, expect, it, vi } from 'vitest';
+
+const errorSpy = vi.fn();
+const infoSpy = vi.fn();
+
+vi.mock('@/utils/logger', () => ({
+    default: {
+        error: errorSpy,
+        info: infoSpy,
+    },
+}));
+
+const setHttpCacheEnv = () => {
+    process.env.CACHE_HTTP_URL = 'https://cache.example.com/';
+    process.env.CACHE_HTTP_TOKEN = 'token';
+};
+
+const clearHttpCacheEnv = () => {
+    delete process.env.CACHE_TYPE;
+    delete process.env.CACHE_HTTP_URL;
+    delete process.env.CACHE_HTTP_TOKEN;
+};
+
+describe('http cache module', () => {
+    afterEach(() => {
+        clearHttpCacheEnv();
+        vi.unstubAllGlobals();
+        vi.resetModules();
+        vi.clearAllMocks();
+    });
+
+    it('requires endpoint and token', async () => {
+        const cache = (await import('@/utils/cache/http')).default;
+
+        cache.init();
+
+        expect(cache.status.available).toBe(false);
+        expect(errorSpy).toHaveBeenCalledWith('HTTP cache requires CACHE_HTTP_URL and CACHE_HTTP_TOKEN.');
+    });
+
+    it('sets, gets, refreshes, and checks hashed keys', async () => {
+        setHttpCacheEnv();
+        const requests: Array<{ body?: string; init?: RequestInit; url: string }> = [];
+        const fetchMock = vi.fn((input: RequestInfo | URL, init?: RequestInit) => {
+            requests.push({
+                body: init?.body?.toString(),
+                init,
+                url: input.toString(),
+            });
+
+            if (init?.method === 'PUT') {
+                return new Response(null, { status: 204 });
+            }
+            if (init?.method === 'HEAD') {
+                return new Response(null, { status: 204 });
+            }
+
+            return Response.json({ hit: true, value: 'cached' });
+        });
+        vi.stubGlobal('fetch', fetchMock);
+
+        const cache = (await import('@/utils/cache/http')).default;
+        cache.init();
+
+        await cache.set('mock/key', { ok: true }, 30);
+        await expect(cache.get('mock/key')).resolves.toBe('cached');
+        await expect(cache.get('mock/key', false)).resolves.toBe('cached');
+        await expect(cache.has('mock/key')).resolves.toBe(true);
+
+        expect(cache.status.available).toBe(true);
+        expect(requests[0].url).toMatch(/^https:\/\/cache\.example\.com\/v1\/cache\/rsshub%3Ahttp-cache%3A[a-f0-9]{32}$/);
+        expect(requests[0].init?.headers).toMatchObject({
+            authorization: 'Bearer token',
+            'content-type': 'application/json',
+        });
+        expect(JSON.parse(requests[0].body || '{}')).toEqual({
+            ttl: 30,
+            value: '{"ok":true}',
+        });
+        expect(requests[1].url).toMatch(/\?refresh=1$/);
+        expect(requests[2].url).not.toContain('?refresh=1');
+        expect(requests[3].init?.method).toBe('HEAD');
+    });
+
+    it('treats a 404 response as a miss', async () => {
+        setHttpCacheEnv();
+        vi.stubGlobal(
+            'fetch',
+            vi.fn(() => Response.json({ hit: false }, { status: 404 }))
+        );
+
+        const cache = (await import('@/utils/cache/http')).default;
+        cache.init();
+
+        await expect(cache.get('missing')).resolves.toBe('');
+        await expect(cache.has('missing')).resolves.toBe(false);
+    });
+
+    it('uses non-refreshing reads for global cache', async () => {
+        process.env.CACHE_TYPE = 'http';
+        setHttpCacheEnv();
+        const urls: string[] = [];
+        vi.stubGlobal(
+            'fetch',
+            vi.fn((input: RequestInfo | URL) => {
+                urls.push(input.toString());
+                return Response.json({ hit: true, value: 'route-cache' });
+            })
+        );
+
+        const cache = (await import('@/utils/cache')).default;
+
+        await expect(cache.globalCache.get('route/key')).resolves.toBe('route-cache');
+
+        expect(cache.status.available).toBe(true);
+        expect(urls[0]).not.toContain('?refresh=1');
+    });
+});
diff --git a/lib/utils/cache/http.ts b/lib/utils/cache/http.ts
new file mode 100644
index 0000000000..07e642c68a
--- /dev/null
+++ b/lib/utils/cache/http.ts
@@ -0,0 +1,173 @@
+import { config } from '@/config';
+import logger from '@/utils/logger';
+import md5 from '@/utils/md5';
+
+import type CacheModule from './base';
+
+type CacheHitResponse = {
+    hit: true;
+    value: string;
+};
+
+const status = { available: false };
+
+let baseUrl: string | undefined;
+let apiToken: string | undefined;
+
+const toRemoteKey = (key: string) => `rsshub:http-cache:${md5(key)}`;
+
+const cacheUrl = (key: string, refresh = false) => {
+    const url = `${baseUrl}/v1/cache/${encodeURIComponent(toRemoteKey(key))}`;
+    return refresh ? `${url}?refresh=1` : url;
+};
+
+const requestSignal = () => (typeof AbortSignal.timeout === 'function' ? AbortSignal.timeout(config.requestTimeout) : undefined);
+
+const request = async (url: string, init: Omit<RequestInit, 'headers'> = {}, headers: Record<string, string> = {}) => {
+    if (!status.available || !apiToken) {
+        return null;
+    }
+
+    try {
+        return await fetch(url, {
+            ...init,
+            headers: {
+                authorization: `Bearer ${apiToken}`,
+                ...headers,
+            },
+            signal: requestSignal(),
+        });
+    } catch (error) {
+        logger.error('HTTP cache request failed:', error);
+        return null;
+    }
+};
+
+const readResponseText = async (response: Response) => {
+    try {
+        return await response.text();
+    } catch {
+        return '';
+    }
+};
+
+const readCacheHitResponse = async (response: Response) => {
+    try {
+        return (await response.json()) as CacheHitResponse;
+    } catch {
+        return null;
+    }
+};
+
+const logUnexpectedResponse = async (operation: string, response: Response) => {
+    const message = await readResponseText(response);
+    logger.error(`HTTP cache ${operation} failed with status ${response.status}${message ? `: ${message}` : ''}`);
+
+    if (response.status === 401) {
+        status.available = false;
+    }
+};
+
+export default {
+    init: () => {
+        baseUrl = config.httpCache.url?.replace(/\/+$/, '');
+        apiToken = config.httpCache.token;
+
+        if (!baseUrl || !apiToken) {
+            status.available = false;
+            logger.error('HTTP cache requires CACHE_HTTP_URL and CACHE_HTTP_TOKEN.');
+            return;
+        }
+
+        try {
+            new URL(baseUrl);
+        } catch {
+            status.available = false;
+            logger.error('HTTP cache URL is invalid.');
+            return;
+        }
+
+        status.available = true;
+        logger.info('HTTP cache configured.');
+    },
+    get: async (key: string, refresh = true) => {
+        if (!key) {
+            return null;
+        }
+
+        const response = await request(cacheUrl(key, refresh), { method: 'GET' });
+        if (!response) {
+            return null;
+        }
+
+        if (response.status === 404) {
+            return '';
+        }
+
+        if (!response.ok) {
+            await logUnexpectedResponse('get', response);
+            return null;
+        }
+
+        const data = await readCacheHitResponse(response);
+        if (data?.hit === true && typeof data.value === 'string') {
+            return data.value;
+        }
+
+        logger.error('HTTP cache get returned an invalid response.');
+        return null;
+    },
+    has: async (key: string) => {
+        if (!key) {
+            return false;
+        }
+
+        const response = await request(cacheUrl(key), { method: 'HEAD' });
+        if (!response) {
+            return false;
+        }
+
+        if (response.status === 204) {
+            return true;
+        }
+
+        if (response.status === 404) {
+            return false;
+        }
+
+        await logUnexpectedResponse('has', response);
+        return false;
+    },
+    set: async (key: string, value?: string | Record<string, any>, maxAge = config.cache.contentExpire) => {
+        if (!key) {
+            return;
+        }
+
+        if (!value || value === 'undefined') {
+            value = '';
+        }
+        if (typeof value === 'object') {
+            value = JSON.stringify(value);
+        }
+
+        const response = await request(
+            cacheUrl(key),
+            {
+                method: 'PUT',
+                body: JSON.stringify({
+                    ttl: maxAge,
+                    value,
+                }),
+            },
+            {
+                'content-type': 'application/json',
+            }
+        );
+
+        if (response && response.status !== 204) {
+            await logUnexpectedResponse('set', response);
+        }
+    },
+    clients: {},
+    status,
+} as CacheModule;
diff --git a/lib/utils/cache/index.ts b/lib/utils/cache/index.ts
index 17e3297005..4d8a04fe6d 100644
--- a/lib/utils/cache/index.ts
+++ b/lib/utils/cache/index.ts
@@ -3,6 +3,7 @@ import { isWorker } from '@/utils/is-worker';
 import logger from '@/utils/logger';
 
 import type CacheModule from './base';
+import http from './http';
 import memory from './memory';
 import redis from './redis';
 
@@ -16,76 +17,96 @@ const globalCache: {
     set: () => null,
 };
 
-let cacheModule: CacheModule;
+const noopCacheModule: CacheModule = {
+    init: () => null,
+    get: () => null,
+    has: () => false,
+    set: () => null,
+    status: {
+        available: false,
+    },
+    clients: {},
+};
+
+let cacheModule: CacheModule = noopCacheModule;
 
 if (isWorker) {
     // No-op cache for Cloudflare Workers
-    cacheModule = {
-        init: () => null,
-        get: () => null,
-        has: () => false,
-        set: () => null,
-        status: {
-            available: false,
-        },
-        clients: {},
-    };
-} else if (config.cache.type === 'redis') {
-    cacheModule = redis;
-    cacheModule.init();
-    const { redisClient } = cacheModule.clients;
-    globalCache.get = async (key) => {
-        if (key && cacheModule.status.available && redisClient) {
-            const value = await redisClient.get(key);
-            return value;
-        }
-    };
-    globalCache.has = async (key) => {
-        if (key && cacheModule.status.available && redisClient) {
-            const result = await redisClient.exists(key);
-            return result > 0;
-        }
-        return false;
-    };
-    globalCache.set = cacheModule.set;
-} else if (config.cache.type === 'memory') {
-    cacheModule = memory;
-    cacheModule.init();
-    const { memoryCache } = cacheModule.clients;
-    globalCache.get = (key) => {
-        if (key && cacheModule.status.available && memoryCache) {
-            return memoryCache.get(key, { updateAgeOnGet: false }) as string | undefined;
-        }
-    };
-    globalCache.has = (key) => {
-        if (key && cacheModule.status.available && memoryCache) {
-            return memoryCache.has(key);
-        }
-        return false;
-    };
-    globalCache.set = (key, value, maxAge = config.cache.routeExpire) => {
-        if (!value || value === 'undefined') {
-            value = '';
-        }
-        if (typeof value === 'object') {
-            value = JSON.stringify(value);
-        }
-        if (key && memoryCache) {
-            return memoryCache.set(key, value, { ttl: maxAge * 1000 });
-        }
-    };
+    cacheModule = noopCacheModule;
 } else {
-    cacheModule = {
-        init: () => null,
-        get: () => null,
-        has: () => false,
-        set: () => null,
-        status: {
-            available: false,
-        },
-        clients: {},
-    };
-    logger.error('Cache not available, concurrent requests are not limited. This could lead to bad behavior.');
+    switch (config.cache.type) {
+        case 'redis': {
+            cacheModule = redis;
+            cacheModule.init();
+            const { redisClient } = cacheModule.clients;
+            globalCache.get = async (key) => {
+                if (key && cacheModule.status.available && redisClient) {
+                    const value = await redisClient.get(key);
+                    return value;
+                }
+            };
+            globalCache.has = async (key) => {
+                if (key && cacheModule.status.available && redisClient) {
+                    const result = await redisClient.exists(key);
+                    return result > 0;
+                }
+                return false;
+            };
+            globalCache.set = cacheModule.set;
+            break;
+        }
+        case 'http':
+            cacheModule = http;
+            cacheModule.init();
+            globalCache.get = (key) => {
+                if (key && cacheModule.status.available) {
+                    return cacheModule.get(key, false);
+                }
+            };
+            globalCache.has = (key) => {
+                if (key && cacheModule.status.available) {
+                    return cacheModule.has(key);
+                }
+                return false;
+            };
+            globalCache.set = (key, value, maxAge = config.cache.routeExpire) => {
+                if (key && cacheModule.status.available) {
+                    return cacheModule.set(key, value, maxAge);
+                }
+            };
+            break;
+        case 'memory': {
+            cacheModule = memory;
+            cacheModule.init();
+            const { memoryCache } = cacheModule.clients;
+            globalCache.get = (key) => {
+                if (key && cacheModule.status.available && memoryCache) {
+                    return memoryCache.get(key, { updateAgeOnGet: false }) as string | undefined;
+                }
+            };
+            globalCache.has = (key) => {
+                if (key && cacheModule.status.available && memoryCache) {
+                    return memoryCache.has(key);
+                }
+                return false;
+            };
+            globalCache.set = (key, value, maxAge = config.cache.routeExpire) => {
+                if (!value || value === 'undefined') {
+                    value = '';
+                }
+                if (typeof value === 'object') {
+                    value = JSON.stringify(value);
+                }
+                if (key && memoryCache) {
+                    return memoryCache.set(key, value, { ttl: maxAge * 1000 });
+                }
+            };
+            break;
+        }
+        default:
+            cacheModule = noopCacheModule;
+            logger.error('Cache not available, concurrent requests are not limited. This could lead to bad behavior.');
+    }
 }
 
 // only give cache string, as the `!` condition tricky