AI Decision System
Replayable, offline-verifiable records for AI-assisted go/no-go decisions: experiment promotions, typed model answers and human-approved actions.
개인 계정의 공개 저장소 소유자는 GitHub로 로그인해 운영자를 확인하고 소개를 직접 관리할 수 있습니다. 관리자 승인은 필요하지 않습니다.
로그인한 뒤 확인 파일을 만들어 이 저장소의 기본 브랜치에 30분 안에 커밋해 주세요. 다른 브랜치나 포크의 파일은 인정하지 않습니다. 파일을 올린 뒤 아래에서 확인하면 관리자 승인 없이 관리할 수 있습니다. 자격을 유지하려면 파일을 남겨 두세요.
로그인이 필요하면 로그인 화면으로 이동합니다. 로그인 후 이곳으로 돌아와 원하는 확인 버튼을 다시 눌러 주세요.
프로젝트 폴더에서 /nomorevibe verify를 실행하면 소유권을 확인하고 소개를 직접 관리할 수 있습니다.
1분 만에 확인하기Run lobstr.io scrapers from Claude, ChatGPT and any MCP client — search, configure, launch and pull results over the Model Context Protocol.
저장소 README에서 가져옴
README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
Run lobstr.io scrapers from Claude, ChatGPT, and any MCP client — no CSV export/import.
Hosted at https://mcp.lobstr.io/mcp — add it to any MCP client by URL, no install required.
Not the docs MCP. docs.lobstr.io/mcp answers "how does lobstr.io
work?". This one is "do this in my account": it authenticates as a user and
spends real credits.
No directory listing or approval needed — this server implements Dynamic
Client Registration, so any MCP client can add it by URL and register
itself. Authenticating opens Lobstr's consent page in a browser; click
Allow and you're back in the client.README 전문 보기 ↗Not the docs MCP.
docs.lobstr.io/mcpanswers "how does lobstr.io work?". This one is "do this in my account": it authenticates as a user and spends real credits.
No directory listing or approval needed — this server implements Dynamic Client Registration, so any MCP client can add it by URL and register itself. Authenticating opens Lobstr's consent page in a browser; click Allow and you're back in the client.
| Client | Setup |
|---|---|
| Claude Code | claude mcp add --transport http lobstr https://mcp.lobstr.io/mcp |
| Claude Desktop, Cursor, Windsurf | Add the block below to the client's MCP config |
| Claude.ai, ChatGPT | Settings → connectors → add custom connector → paste the URL |
| VS Code | .vscode/mcp.json, add a server entry pointing at the URL |
| Codex CLI | Register as a remote MCP server in ~/.codex/config.toml |
{
"mcpServers": {
"lobstr": {
"type": "http",
"url": "https://mcp.lobstr.io/mcp"
}
}
}
Exact config keys vary by client and version — check your client's MCP docs
if the block above doesn't match. HTTPS is mandatory: the hosted server
only works over https://.
22 tools. There is no per-scraper tool — new lobstr.io scrapers work with
zero code changes. Full behaviour, error codes and the intended call
sequence: docs/tools.md, docs/errors.md.
| Tool | Does |
|---|---|
search_scrapers | Find scrapers matching a query |
get_scraper_details | A scraper's input schema, outputs and pricing |
list_my_scrapers | The user's saved scraper configurations |
get_my_scraper | One saved configuration by id |
create_squid | Save a new scraper configuration without running it |
add_tasks | Add input rows to a saved configuration |
update_scraper | Change a saved configuration's name, settings or concurrency without running it |
estimate_run | Authoritative cost/time estimate before running |
run_scraper | Configure and run a scraper in one call — spends credits |
attach_account | Link a connected platform account to a scraper |
empty_scraper | Clear a scraper's saved inputs, keep its config |
deactivate_scraper | Free a scraper's concurrency slot without deleting it |
get_run | Status and progress of a run |
wait_for_run | Wait for a run to finish, up to 50 s per call |
list_runs | Recent runs for a scraper |
get_results | One page of a run's results |
get_results_url | A signed download URL for a run's full results |
abort_run | Stop a running job |
list_accounts | The user's connected platform accounts |
get_account | One connected account by id |
check_credits | Credit balance and concurrency slots |
whoami | The authenticated user and server version |
git clone https://github.com/lobstrio/lobstr-mcp.git
cd lobstr-mcp
cp .env.example .env # then edit — see docs/configuration.md
docker compose up -d --build
Full runbook, production hardening and log retention:
DEPLOY.md. Environment variables:
docs/configuration.md.
uv sync --extra dev
uv run pytest
See CONTRIBUTING.md for the full dev setup and PR flow.
docs/architecture.md — how auth works, module map, safeguardsdocs/tools.md — full tool referencedocs/errors.md — the error-code cataloguedocs/troubleshooting.md — common failure modesCHANGELOG.md — what shipped, by versionlobstr.io: website · docs · scraper store · Python SDK · CLI
Issues and pull requests welcome — see CONTRIBUTING.md.
Security issues: SECURITY.md, not a public issue. This
project follows the Contributor Covenant.