Parser Club lets an assistant check and run paid data-collection tasks for Telegram, VKontakte, marketplaces and Russian registers, plus a free Telegram niche.
What you can do
Describe what Parser Club can collect, for which countries, and what it cannot do, without an API key. Read a free open dataset of Russian-language Telegram communities grouped by niche, with subscriber reach figures. List the collection task kinds the account may run and the parameters each accepts. Start a collection run, then poll its status and progress. Fetch the collected rows page by page with a total count.
When to use it
Use it when a user asks about scraping Telegram, VKontakte, marketplaces or business directories and you need to know whether the service covers their country, or when they want to plan media around Russian-language Telegram niches. It also fits running and retrieving actual audience-collection jobs on a paid account.
Requirements
Remote streamable HTTP endpoint at parser.club, no local install. An API key created in the Parser Club account settings, sent as an Authorization bearer token, is needed for the collection tools; describe_service and telegram_niches work without it. create_task needs an active subscription.
Before you install
create_task spends the account's paid quota and starts real work on the user's balance, so ask the user before calling it. The Authorization bearer token is a secret and must be kept private. Collection tasks write data to the account and run asynchronously, so results must be polled. Data comes from third-party platforms and registers.
Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/club.parser%2Fparser-club/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.
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.
Takes no parameters.
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.
Parameterslimit
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.
Takes no parameters.
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.
Parameterskindrequiredparamstarget
get_task
Status and progress of one task created earlier. Requires an API key.
Parameterstask_idrequired
get_task_result
Rows collected by a finished task. Returns a page of results plus the total count. Requires an API key.
Parameterslimitoffsettask_idrequired
Version history
1
v1.0.1LatestSep 16, 2026
Score
83%
83% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Reached in the last 30 daysRequired25 pts
Auth declaredRequired10 pts
Tools listedRequired15 pts
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
LicenseNot applicable
A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.