# Parser Club

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

- name: club.parser/parser-club
- version: 1.0.1
- connection class: R0 (autonomous)
- trust: 80/100 flags: no-repository
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/club.parser%2Fparser-club
- tools: https://api.protogrid.dev/v1/servers/club.parser%2Fparser-club/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "parser-club": {
      "type": "http",
      "url": "https://parser.club/api/mcp",
      "headers": {
        "Authorization": "Bearer ${PARSER_CLUB_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${PARSER_CLUB_TOKEN}`.

## Trust

- hygiene: 80
- liveness: 100
- freshness: 85
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-99% ~updated-41d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: create_task (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_task_result (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); describe_service (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 663 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 6, about 663 tokens to load them all
- tool set hash: 798b2053ac1d3fcded7fe751c3e3f215
- badge: [![protogrid quality](https://protogrid.dev/badge/club.parser/parser-club.svg)](https://protogrid.dev/servers/club.parser/parser-club)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://parser.club/api/mcp (streamable-http, auth none, reachable true, uptime30d 0.99159664)

## Packages

_none_

## Tools (6)

- `create_task`: 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.
- `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.
- `get_task`: Status and progress of one task created earlier. Requires an API key.
- `get_task_result`: Rows collected by a finished task. Returns a page of results plus the total count. Requires an API key.
- `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.
- `telegram_niches`: 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.