# Telegram Keyword Search Monitor - New Mentions in Channels (`tenfoldfleet/telegram-keyword-search-monitor`) Actor

Look up a keyword in the public Telegram channels you list and keep tracking new mentions. Each hit is one row: text, date, views, link, media type, forward source and @mentions. Monitor runs return only posts newer than the last run. No account. $2.50 per 1,000 messages; empty searches are free.

- **URL**: https://apify.com/tenfoldfleet/telegram-keyword-search-monitor.md
- **Developed by:** [Tenfold Fleet](https://apify.com/tenfoldfleet) (community)
- **Categories:** Social media, Agents, MCP servers
- **Security:** Limited permissions
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.50 / 1,000 matching messages

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

*Not affiliated with Telegram. This Actor reads only the public web preview of public channels.*

### What does Telegram Keyword Search Monitor do?

**Telegram Keyword Search Monitor** looks up a keyword, phrase or name inside the **public Telegram channels** you list. For each hit you get one structured row with the message text, post date, view count, message link, media type, the channel it was forwarded from and any @mentions. Switch on **monitor mode** and put it on a schedule: every later run returns only the **new mentions** that appeared since the run before, and those are the only ones you pay for.

Think of it as a **Telegram channel search API** that needs no Telegram account, phone number or bot token. It reads the public preview pages a browser shows at t.me/s/channelname.

**Important:** Telegram has no global search on the web. Public search works inside one channel at a time, so you list the channels to watch. To widen the net, turn on **channel discovery**: the Actor then also searches channels that your channels forward from or @mention.

### Why use it?

- **Brand and product monitoring**: get alerted when your brand, token, app or domain is mentioned in crypto, tech or news channels.
- **Crypto and trading research**: track a ticker or project name across signal, news and whale-tracking channels.
- **Threat and fraud intelligence**: watch channels for leaked domains, scam keywords or your company name.
- **Market and news research**: collect every post about a topic from a set of channels, with dates and views, for analysis.
- **AI agents and automations**: feed fresh mentions to an LLM, Slack alert, spreadsheet or webhook on a schedule.

### What data can it extract?

| Field | Example |
|---|---|
| `channel`, `channelTitle`, `channelSubscribers` | `cointelegraph`, `Cointelegraph`, `327000` |
| `keyword` | `bitcoin` |
| `messageId`, `url` | `72828`, `t.me/cointelegraph/72828` |
| `date` | `2026-10-24T19:35:18+00:00` |
| `text` | Full message text, line breaks kept |
| `matchedTerms` | Words Telegram highlighted as matches |
| `views` | `8830` |
| `mediaType` | `photo`, `video`, `document`, `audio`, `poll`, `sticker` or `null` |
| `linkPreview`, `links` | Link preview title and site, outbound links |
| `mentions` | Channels @mentioned or linked in the message |
| `forwardedFrom` | Source channel name and link, when forwarded |
| `author`, `edited` | Post signature, edited flag |
| `discoveredFrom` | The listed channel that led to a discovered channel |
| `postChannel` | Current username, when a channel was renamed since you listed it |

With **Add a channel profile row** on, you also get one row per channel with its title, description, subscriber count and photo, video, file and link counts.

### How to search Telegram channels for a keyword

1. Open the Actor and add one or more **public channels** (usernames like `durov` or links like `t.me/durov`).
2. Add your **keywords**. Every channel is searched for every keyword.
3. Optional: turn on **Only new messages** to use it as a monitor, and **Discover related channels** to search channels your list points to.
4. Click **Start**. Results appear in the dataset within seconds.
5. To get new mentions automatically, create a **schedule** (for example every hour) with monitor mode on.

### How much does it cost?

Pay per result, no monthly fee:

- **$2.50 per 1,000 matching messages** ($0.0025 each). In monitor mode, only new messages are charged.
- **$2 per 1,000 channel profile rows**, only if you turn that option on.
- A tiny start fee per run ($0.00005).
- **Free**: searches with no matches, missing, private or preview-disabled channels, invalid usernames and rate-limit errors.

The Apify free plan includes $5 of monthly credit, which covers about 2,000 messages. You can set a maximum cost per run, and the Actor stops cleanly when it is reached.

### Input

```json
{
    "channels": ["durov", "cointelegraph", "t.me/whale_alert_io"],
    "keywords": ["bitcoin", "telegram"],
    "maxMessagesPerSearch": 50,
    "onlyNew": true,
    "monitorId": "crypto-watch",
    "includeChannelInfo": false,
    "discoverChannels": true,
    "maxDiscoveredChannels": 10
}
```

### Output

```json
{
    "type": "message",
    "keyword": "bitcoin",
    "messageId": 104564,
    "channel": "whale_alert_io",
    "url": "t.me/whale_alert_io/104564",
    "date": "2026-11-03T17:24:50+00:00",
    "text": "2,022 $BTC (157,120,854 USD) transferred from unknown wallet to unknown wallet",
    "matchedTerms": [],
    "views": 4370,
    "mediaType": null,
    "links": ["(outbound links in the message)"],
    "mentions": [],
    "forwardedFrom": null,
    "channelTitle": "Whale Alert",
    "channelSubscribers": 296000,
    "isNew": true,
    "discoveredFrom": null,
    "error": null
}
```

Searches that find nothing, and channels that cannot be searched, appear as a free row with `type: "error"`, an `errorCode` (`no-matches`, `no-new-matches`, `channel-not-found`, `no-web-preview`, `invalid-channel`, `rate-limited`) and a readable `error`. You can download the dataset as **JSON, CSV, Excel**, XML or HTML, or read it through the Apify API.

### Tips

- **Telegram's web search returns only recent matches**, often only about the latest 20 messages per channel and keyword. For a full history of a busy topic, run it on a schedule in monitor mode so nothing is missed going forward.
- Use a separate **Monitor ID** for each schedule or task, so they keep separate "already seen" history.
- Short, distinctive keywords work best.
- Keep concurrency at the default 5. The Actor already backs off and retries on rate limits.

### FAQ

#### Can it search all of Telegram?

No. Telegram has no public global search on the web, so no tool without an account can search every channel at once. This Actor searches the channels you list, plus channels found through forwards and @mentions when discovery is on.

#### Does it need a Telegram account or API key?

No. It reads only public channel preview pages. There is no login, phone number or session.

#### Why did a channel return "no-web-preview"?

The username exists but is a user, bot, group, private channel or a channel whose owner turned off the web preview. Those cannot be searched without an account, and the row is free.

#### How does monitor mode work?

For each channel + keyword, the Actor saves the highest message id it delivered. The next run with the same Monitor ID returns only messages with a higher id. The state lives in a named key-value store in your Apify account.

#### Can I use it from an AI agent or with webhooks?

Yes. Call it through the Apify API or the Apify MCP server, and use Apify webhooks or integrations to push new mentions to Slack, email, Google Sheets or your own endpoint.

### Disclaimer

This Actor collects only publicly available messages from public Telegram channels. You are responsible for how you use the data, including compliance with Telegram's terms and with privacy laws such as GDPR when messages contain personal data.

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# Actor input Schema

## `channels` (type: `array`):

Public Telegram channels to search, as usernames (durov, @durov) or links (https://t.me/durov). Telegram has no global search on the web, so list the channels you care about, or turn on channel discovery below.

## `keywords` (type: `array`):

Words or phrases to search for in each channel. Every channel is searched for every keyword.

## `maxMessagesPerSearch` (type: `integer`):

Stop after this many matching messages for one channel and keyword. Telegram's web search itself often returns only about the 20 most recent matches.

## `onlyNew` (type: `boolean`):

Remember the newest message found for each channel + keyword and, on the next run, return only messages posted after it. Schedule the Actor to get new mentions. You pay only for new messages.

## `monitorId` (type: `string`):

Name of the saved monitor state. Use a different ID per schedule or task so they don't share 'already seen' history.

## `includeChannelInfo` (type: `boolean`):

Also output one row per channel with its title, description and subscriber, photo, video and link counts. Charged as a channel-info event.

## `discoverChannels` (type: `boolean`):

Also search channels that your listed channels forward from or @mention in matching messages, with the same keywords.

## `maxDiscoveredChannels` (type: `integer`):

Cap on how many extra channels discovery adds per run.

## `maxConcurrency` (type: `integer`):

Parallel requests to t.me. Keep it low to avoid rate limits.

## `proxyConfiguration` (type: `object`):

The Apify datacenter proxy is the default and works well. It is included in the Apify free plan, which also gives $5 of monthly credit (about 2,000 messages).

## Actor input object example

```json
{
  "channels": [
    "durov",
    "cointelegraph"
  ],
  "keywords": [
    "bitcoin",
    "telegram"
  ],
  "maxMessagesPerSearch": 50,
  "onlyNew": false,
  "monitorId": "default",
  "includeChannelInfo": false,
  "discoverChannels": false,
  "maxDiscoveredChannels": 10,
  "maxConcurrency": 5,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "channels": [
        "durov",
        "cointelegraph"
    ],
    "keywords": [
        "bitcoin",
        "telegram"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("tenfoldfleet/telegram-keyword-search-monitor").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "channels": [
        "durov",
        "cointelegraph",
    ],
    "keywords": [
        "bitcoin",
        "telegram",
    ],
}

# Run the Actor and wait for it to finish
run = client.actor("tenfoldfleet/telegram-keyword-search-monitor").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "channels": [
    "durov",
    "cointelegraph"
  ],
  "keywords": [
    "bitcoin",
    "telegram"
  ]
}' |
apify call tenfoldfleet/telegram-keyword-search-monitor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,tenfoldfleet/telegram-keyword-search-monitor"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/9sG58xp5zWAibmbs0/builds/0RKB01G2lBm21OQhi/openapi.json