Parser Club
mcp remote · streamable-http · v1.0.1 · source: crawl
https://parser.club/api/mcp
Telegram/VK audience scraping, marketplaces, Russian government registers. Free open dataset.
Works
100
Verified Oct 31, 2026 · p50 1289 ms · p95 1296 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'parser-club' |
| tools_listed | 15 | pass | 6 tools |
| schema_complete | 15 | pass | 6 of 6 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 1289 ms |
| latency_p95 | 5 | pass | p95 1296 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (6)
| Name | Description | Schema |
|---|---|---|
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 | typed |
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 | typed |
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. | typed |
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 subscript | typed |
get_task | Status and progress of one task created earlier. Requires an API key. | typed |
get_task_result | Rows collected by a finished task. Returns a page of results plus the total count. Requires an API key. | typed |
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[](https://app.agent-xm.com/a/club-parser-parser-club)
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