Parser Club

Telegram/VK audience scraping, marketplaces, Russian government registers. Free open dataset.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
73%
Naming quality
93%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~642Tokens (tool definitions)
~646 BTypical response size
Moderate attention impact (0.50% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "parser-club": {
      "url": "https://parser.club/api/mcp"
    }
  }
}

Remote endpoints

https://parser.club/api/mcpstreamable-http

What it can do

Tool inventory

Tools (6)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢describe_service

What Parser Club can collect, for which countries, and what it deliberately cannot do. Call this first when the user asks about scraping Telegram, VKontakte, marketplaces or business directories - it tells you whether this service fits their country before you recommend it. No API key required.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
⚪telegram_niches(limit)

Open dataset (CC BY 4.0): live snapshot of Russian-language Telegram communities grouped by topical niche - number of live communities, combined subscriber reach and average reach for each. Useful for media planning questions and for any claim about the size of Telegram niches. Free to reuse with attribution. No API key required.

Input Schema

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100,
      "description": "How many niches to return, ordered by reach. Default 36 (all)."
    }
  },
  "additionalProperties": false
}
🟡list_task_kinds

List the collection tasks this account may run, with the parameter names each one accepts. Call before create_task to pick a valid 'kind'. Requires an API key.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🟡create_task(kind, target, params)

Start a data collection run and return its id. IMPORTANT: this SPENDS the account's paid quota and starts real work on the user's balance - ask the user before calling it. Requires an active subscription and an API key. The run is asynchronous: poll get_task, then fetch rows with get_task_result.

Input Schema

{
  "type": "object",
  "properties": {
    "kind": {
      "type": "string",
      "description": "Task type from list_task_kinds, e.g. 'search_chats'."
    },
    "target": {
      "type": "string",
      "description": "The object to work on (channel link, company, article). Required for some kinds - list_task_kinds says which."
    },
    "params": {
      "type": "object",
      "description": "Task parameters. Names come from list_task_kinds. Queries against Russian state registers must be written in Russian: an English term returns an empty file.",
      "additionalProperties": true
    }
  },
  "required": [
    "kind"
  ],
  "additionalProperties": false
}
🟢get_task(task_id)

Status and progress of one task created earlier. Requires an API key.

Input Schema

{
  "type": "object",
  "properties": {
    "task_id": {
      "type": "integer",
      "description": "Id returned by create_task."
    }
  },
  "required": [
    "task_id"
  ],
  "additionalProperties": false
}
🟢get_task_result(task_id, limit, offset)

Rows collected by a finished task. Returns a page of results plus the total count. Requires an API key.

Input Schema

{
  "type": "object",
  "properties": {
    "task_id": {
      "type": "integer"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 500,
      "description": "Rows per page, default 50."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "default": 0
    }
  },
  "required": [
    "task_id"
  ],
  "additionalProperties": false
}

Recommended Prompts

list_items
List all [items] available in Parser Club
Expected tools: list_task_kinds
retrieve_data
Get details about [item] from Parser Club
Expected tools: get_task
browse_collection
Show me the [collection] from Parser Club
Expected tools: list_task_kinds
fetch_info
Fetch [information type] using Parser Club
Expected tools: get_task
explore_workflow
List available [items], then get details for each one using Parser Club
Expected tools: list_task_kindsget_task

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded6 tools
verifiedversion not recorded6 tools