Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
제작자가 쓴 설명(영어 원문)
Fetch public web pages as clean, token-budgeted text for AI agents.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
Authorization비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
터미널에서 이 명령어를 실행하세요
claude mcp add --transport http bintu https://bintu-web-reader.mcpize.run/mcp --header 'Authorization: your-value'실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"bintu": {
"url": "https://bintu-web-reader.mcpize.run/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"bintu": {
"type": "http",
"url": "https://bintu-web-reader.mcpize.run/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
Authorization 비밀 필수 HTTP header이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 8일 점검
레지스트리 이름이 GitHub 계정 l20941485-blip 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
428ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: Authorization
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.2)은 17일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Browser Use, Chrome DevTools MCP, MCP Server Browser
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Send your service key in the X-API-Key header. Do not put API keys in URLs.
$BaseUrl = "https://your-bintu-api.onrender.com"
$ApiKey = $env:BINTU_API_KEY
$url = "https://example.com"
$response = Invoke-RestMethod -Method Get -Uri "$BaseUrl/api/v1/scrape/text?url=$([uri]::EscapeDataString($url))" ` -Headers @{ "X-API-Key" = $ApiKey }
$response.text $response.approx_tokens $response.truncated
The response includes text, an approximate token count, and truncated. If a page returns very little readable text, the response may include low_yield: true and a short yield_hint, such as a note that the page appears to require JavaScript.
MCP discovery (initialize, tools/list, ping) is available without a key. Tool execution requires either the scoped MCP_API_KEY or the master API_KEY, sent as X-API-Key or Authorization: Bearer.
$body = @{
jsonrpc = "2.0" id = 1 method = "tools/call" params = @{ name = "bintu_scrape_text" arguments = @{ url = "https://example.com" max_tokens = 2000 } } } | ConvertTo-Json -Depth 10
Invoke-RestMethod -Method Post -Uri "$BaseUrl/mcp" -Headers @{ "X-API-Key" = $ApiKey "Accept" = "application/json, text/event-stream" } -ContentType "application/json" ` -Body $body
bintu_scrape_text doesFetches one public HTTP or HTTPS URL and returns its readable text, sized for an LLM context window. Only HTML/XHTML pages up to 1 MiB are supported; PDF, JSON, images, and pages that require JavaScript are not. Article or main content is preferred; navigation, headers, footers, ads, and cookie banners are dropped; repeated story blocks are removed (deduplicated_count); links appear as label (url); code is returned in fenced blocks with indentation kept; tables are pipe-delimited.
mode=chunk).mode=summarize).| Parameter | Type | Default | Description |
|---|---|---|---|
url | string | required | Absolute public HTTP(S) URL. Private, loopback, link-local, and metadata addresses, non-standard ports, and URLs containing credentials are rejected with invalid_or_unsafe_url. |
mode | string | scrape | scrape returns readable text trimmed to max_tokens; chunk splits the page into budgeted chunks; summarize returns leading text within max_tokens. chunked is accepted as an alias for chunk. |
max_tokens | integer | 6000 | Approximate token budget, enforced in every mode (range 100–50,000). Accepted alias: chunk_token_budget. |
chunk_token_budget | integer | — | Accepted alias for max_tokens; max_tokens wins on conflict. |
links | string | inline | inline preserves readable link URLs; footnotes uses numbered references and a link list; false removes URLs for the lowest-token output. |
footnote_url_policy | string | truncated | For links=footnotes only: full preserves complete destinations; truncated replaces over-limit destinations with non-clickable text. |
max_footnote_url_length | integer | 100 | For links=footnotes only: maximum URL length for visible labels and truncated destinations. |
render_js | boolean | false | Render in a browser before extraction. Available only if the operator enables it; otherwise render_js_disabled is returned. |
cache | boolean | true | Read from memory and persistent caches. false bypasses cache reads. |
| persist | boolean | true | Allow a fresh successful result to be written to the persistent cache. false skips that write.
Every successful call returns the same JSON envelope (in structuredContent and as JSON in content[0].text):
| Field | Type | Description |
|---|---|---|
mode | string | Extraction mode used (scrape, chunk, or summarize). |
tokens | integer | Compatibility alias of approx_tokens. |
approx_tokens | integer | Approximate token count of the returned text (ceil(characters / 4)). |
html_tokens | integer | Approximate token count of the fetched source HTML. |
token_method | string | Method used to compute approx_tokens: ceil(characters / 4). |
limiting_factor | string | char_cap, token_budget, or none — which limit bound the response. |
chunk_count | integer | Number of chunks in chunks. |
cache_hit | boolean | True when served from memory or persistent cache. |
cache_layer | string | none, memory, or persistent. |
source_url | string | Requested URL with sensitive-looking query parameters removed. |
extracted_at | string | UTC ISO 8601 timestamp of the extraction. |
tokens_saved_estimate | integer | Source-HTML estimate minus returned-text estimate, floored at 0. |
truncated | boolean | True when content exceeded a limit and text was shortened. |
split | boolean | True when content spans multiple chunks (chunk mode only). |
chunks | array | Each item: {index, text, tokens, approx_tokens}. |
deduplicated_count | integer | Repeated story blocks removed. |
low_yield | boolean | True when a large page produced very little text. |
yield_hint | string | Present only when low_yield is true. |
| Provenance fields* | — | request_id, fetched_at, requested_url, final_url, content_type, bytes_fetched, content_sha256, cache, extractor_version — present when available. |
\* Provenance fields are additive and may be absent.
Tool execution failures are returned in-band with isError: true and a stable error object at structuredContent.error (code, message, optional hint, optional retryable, optional retry_with), with the same code and message in content[0].text.
| Condition | MCP error code | Retryable? |
|---|---|---|
| Invalid or unsafe URL | invalid_or_unsafe_url | No |
| Robots disallow | blocked_by_robots | No |
| Robots unavailable | robots_unreachable | No |
| Caller burst limit | burst_rate_limit_exceeded | Yes (after Retry-After) |
| Upstream HTTP 429 | upstream_rate_limited | Yes (retry_after_delay) |
| Upstream HTTP 401/402/403 | upstream_access_denied | No |
| Other upstream HTTP error | upstream_http_error | No |
| Body exceeds 1 MiB | payload_too_large | No |
| Unsupported media type | unsupported_media_type | No |
| Unsupported encoding | unsupported_content_encoding | No |
| Too many redirects | too_many_redirects | No |
| Timeout or connection failure | upstream_timeout / upstream_connection_error | No |
| JavaScript disabled | render_js_disabled | No (retry with render_js=false) |
| JavaScript render failure | upstream_render_error | No |
| Invalid tool arguments | invalid_arguments | No |
Only upstream_rate_limited is retryable (retryable=true, retry_with="retry_after_delay"). Wait for the indicated delay before retrying. All other errors are non-retryable; do not retry them unchanged.
Results may be served from memory or persistent cache (cache_hit, cache_layer). Set cache=false to bypass cache reads; set persist=false to skip the persistent write. URLs with credential-like query parameters are never stored. robots.txt is honored.
approx_tokens is ceil(characters / 4), an estimate, not a tokenizer count. tokens_saved_estimate is the source-HTML estimate minus the returned-text estimate. html_tokens reports the source size the same way. Use these fields to budget LLM context before and after extraction.
The service applies a per-process burst limit (60 requests per 60 seconds by default). A burst-limit response (429 burst_rate_limit_exceeded on REST; upstream_rate_limited on MCP) includes a Retry-After hint. Pause and retry after that delay; do not retry immediately.
| Situation | What to check |
|---|---|
401 invalid_api_key | Send a valid REST X-API-Key; an MCP-only key does not unlock REST routes. |
truncated: true | Raise max_tokens, or request the next chunk using the continuation endpoint. |
low_yield: true | Try a print, AMP, RSS, or server-rendered version of the page. |
Bintu is a FastAPI-based API for extracting readable text from public HTML pages. It limits upstream responses to 1 MiB, accepts HTML/XHTML only, pins outbound connections to validated public IPs, and applies a 60-request per-minute process-local burst limit.
The service is live on Render and ready to test:
curl https://bintu-api.onrender.com/healthz
Example response:
{
"status": "ok" }
For direct access to the deployed service, set your API key in PowerShell. The secure prompt avoids echoing the key as you type:
$env:BINTU_BASE_URL = "https://bintu-api.onrender.com"
$secure = Read-Host "Paste your Render API_KEY" -AsSecureString $env:BINTU_API_KEY = [System.Net.NetworkCredential]::new("", $secure).Password Remove-Variable secure
Send an authenticated scrape request:
$target = "https://www.iana.org/domains/reserved"
$encodedUrl = [uri]::EscapeDataString($target) $headers = @{ "X-API-Key" = $env:BINTU_API_KEY }
try { $result = Invoke-RestMethod -Uri "$env:BINTU_BASE_URL/api/v1/scrape/text?url=$encodedUrl" -Headers $headers $result | ConvertTo-Json -Depth 5 } catch { $response = $_.Exception.Response if ($response) { $statusCode = [int]$response.StatusCode $retryAfter = $response.Headers["Retry-After"] Write-Host "HTTP $statusCode; Retry-After: $retryAfter" $reader = [System.IO.StreamReader]::new($response.GetResponseStream()) try { $reader.ReadToEnd() } finally { $reader.Dispose() } } else { throw } }
Successful response:
{
"url": "https://www.iana.org/domains/reserved", "text": "# IANA-managed Reserved Domains\n## Example domains\n...", "truncated": false }
truncated is true if the extracted text exceeded the configured character limit. The API returns the requested URL in url.
For curl.exe in PowerShell, the same request can be made with:
curl.exe --get "$env:BINTU_BASE_URL/api/v1/scrape/text" `
--data-urlencode "url=https://www.iana.org/domains/reserved" --header "X-API-Key: $env:BINTU_API_KEY" --header "Accept: application/json"
The Render API_KEY is available in the service's Environment settings. Keep it private, do not commit it, and do not put it in a URL. The examples above keep it in the current PowerShell process environment. If no API key or proxy secret is configured (as in the default local development setup), authentication is not required. Interactive API docs are available at /docs — click Authorize (top right) and paste the key into ApiKeyAuth, or the Supabase session token into BearerAuth for the mobile endpoint, then use Try it out on any locked route.
Use POST /api/v1/scrape/chunks when the extracted page needs to be divided into model-friendly, approximately token-budgeted pieces. This is useful for long articles, documentation, and retrieval workflows.
Set the API key as shown in Scrape text, then send:
$target = "https://www.iana.org/domains/reserved"
$body
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요