diff --git a/CHANGELOG.md b/CHANGELOG.md
index 07b5624390..f53e609069 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -107,6 +107,15 @@ This section accumulates work toward the **2.3.0** milestone
   `TAVILY_API_KEY`, `EXA_API_KEY` or `FIRECRAWL_API_KEY` now counts as missing
   instead of reaching the SDK as is. ([#7981])
   
+- **community:** Browserless is the last search/fetch provider that read its
+  token raw. A `BROWSERLESS_TOKEN` or configured `token` from a file kept its
+  trailing newline and became the auth query parameter, so every `web_fetch`
+  and `web_capture` request failed authentication while the key was correct.
+  Both now go through `provider_credentials.resolve_api_key`, and only an
+  omitted `token` key falls back to the environment: an explicit `""` or
+  `null` keeps opting a self-hosted capture endpoint out of authentication.
+  ([#8043])
+  
 - **docker:** Images built from a checkout no longer contain its local
   configuration. `.dockerignore` did not exclude `config.yaml`,
   `config.yaml.bak`, `extensions_config.json` or `mcp_config.json`, so a
@@ -16199,6 +16208,6 @@ with **180 merged pull requests** since the first 2.0 milestone tag.
 [#7981]: https://github.com/bytedance/deer-flow/pull/7981
 [#7992]: https://github.com/bytedance/deer-flow/pull/7992
 [#7993]: https://github.com/bytedance/deer-flow/pull/7993
-[#8006]: https://github.com/bytedance/deer-flow/pull/8006
-
 [#7998]: https://github.com/bytedance/deer-flow/issues/7998
+[#8006]: https://github.com/bytedance/deer-flow/pull/8006
+[#8043]: https://github.com/bytedance/deer-flow/pull/8043
diff --git a/CHANGELOG_zh.md b/CHANGELOG_zh.md
index d9f6e80596..ec9b83fd46 100644
--- a/CHANGELOG_zh.md
+++ b/CHANGELOG_zh.md
@@ -53,6 +53,12 @@
   把 `FIRECRAWL_API_KEY` 发送到 fastCRW 端点；`TAVILY_API_KEY`、`EXA_API_KEY` 或
   `FIRECRAWL_API_KEY` 只含空白时按未设置处理，不再原样交给 SDK。([#7981])
   
+- **社区工具：** Browserless 是最后一个直接读取原始 token 的搜索/抓取提供方。从文件读取的
+  `BROWSERLESS_TOKEN` 或配置 `token` 会保留尾部换行，并被原样用作鉴权查询参数，导致
+  `web_fetch` 和 `web_capture` 在密钥本身正确时也全部鉴权失败。现在两者都经过
+  `provider_credentials.resolve_api_key` 处理，且只有省略 `token` 键时才回退到环境变量：
+  显式配置 `""` 或 `null` 仍可让自建 capture 端点跳过鉴权。([#8043])
+  
 - **docker：** 从本地 checkout 构建的镜像不再包含本地配置。`.dockerignore`
   此前没有排除 `config.yaml`、`config.yaml.bak`、`extensions_config.json` 和
   `mcp_config.json`，因此配置放在旧位置 `backend/` 时，`COPY backend ./backend`
@@ -12837,3 +12843,4 @@ DeerFlow 2.0 是围绕"超级智能体"框架的彻底重写，核心包含子
 [#7992]: https://github.com/bytedance/deer-flow/pull/7992
 [#7993]: https://github.com/bytedance/deer-flow/pull/7993
 [#8006]: https://github.com/bytedance/deer-flow/pull/8006
+[#8043]: https://github.com/bytedance/deer-flow/pull/8043
diff --git a/backend/packages/harness/deerflow/community/browserless/tools.py b/backend/packages/harness/deerflow/community/browserless/tools.py
index 6c9a258f04..3184395840 100644
--- a/backend/packages/harness/deerflow/community/browserless/tools.py
+++ b/backend/packages/harness/deerflow/community/browserless/tools.py
@@ -11,6 +11,7 @@ from langchain.tools import InjectedToolCallId, tool
 from langchain_core.messages import ToolMessage
 from langgraph.types import Command
 
+from deerflow.community.provider_credentials import resolve_api_key
 from deerflow.community.url_safety import resolve_host_addresses as _resolve_host_addresses
 from deerflow.community.url_safety import validate_delegated_backend_url, validate_public_http_url
 from deerflow.config import get_app_config
@@ -85,13 +86,18 @@ def _get_browserless_client(tool_name: str = "web_fetch", cfg: dict | None = _UN
     if cfg is _UNSET:
         cfg = _get_tool_config(tool_name)
     base_url = DEFAULT_BASE_URL
-    token = os.getenv("BROWSERLESS_TOKEN", "")
+    token = resolve_api_key(os.getenv("BROWSERLESS_TOKEN"))
     timeout_s = 30.0
     if cfg is not None:
         base_url = cfg.get("base_url", base_url)
-        token = cfg.get("token", token)
+        if "token" in cfg:
+            # An explicitly configured value is authoritative, including "" and
+            # null: a self-hosted capture endpoint opts out of the cloud token,
+            # and falling back to BROWSERLESS_TOKEN would send that credential to
+            # it. Only an omitted key falls back to the environment.
+            token = resolve_api_key(cfg.get("token"))
         timeout_s = _resolve_timeout(cfg, timeout_s)
-    return BrowserlessClient(base_url=base_url, token=token, timeout_s=timeout_s)
+    return BrowserlessClient(base_url=base_url, token=token or "", timeout_s=timeout_s)
 
 
 def _as_bool(value: object, default: bool) -> bool:
diff --git a/backend/tests/test_browserless_client.py b/backend/tests/test_browserless_client.py
index 1b1e05797c..a402ca2719 100644
--- a/backend/tests/test_browserless_client.py
+++ b/backend/tests/test_browserless_client.py
@@ -442,6 +442,69 @@ class TestBrowserlessTools:
         """YAML `timeout_s: off` parses as False; 0.0 would time out every request."""
         assert self._client_with_config({"timeout_s": False}).timeout_s == 30.0
 
+    async def test_env_token_is_stripped(self):
+        """A token read from a file keeps its trailing newline.
+
+        ``resolve_api_key`` is the shared credential rule for search and fetch
+        providers; without it the raw value becomes the auth query parameter and
+        every Browserless request fails authentication.
+        """
+        with patch("deerflow.community.browserless.tools._get_tool_config") as mock_cfg:
+            mock_cfg.return_value = {"base_url": "https://production-sfo.browserless.io"}
+            with patch.dict("os.environ", {"BROWSERLESS_TOKEN": "  env-token\r\n"}, clear=True):
+                client = tools._get_browserless_client("web_capture")
+
+        assert client.token == "env-token"
+
+    async def test_config_token_is_stripped(self):
+        assert self._client_with_config({"token": " cfg-token\n"}).token == "cfg-token"
+
+    async def test_blank_config_token_does_not_fall_back_to_env(self):
+        """An explicit blank token opts the tool out of the environment token.
+
+        A self-hosted capture endpoint sets ``token: ""`` so it receives no
+        authentication; falling back to BROWSERLESS_TOKEN would send the cloud
+        credential to it.
+        """
+        with patch("deerflow.community.browserless.tools._get_tool_config") as mock_cfg:
+            mock_cfg.return_value = {"token": ""}
+            with patch.dict("os.environ", {"BROWSERLESS_TOKEN": "env-token"}, clear=True):
+                client = tools._get_browserless_client("web_capture")
+
+        assert client.token == ""
+
+    async def test_null_config_token_does_not_fall_back_to_env(self):
+        with patch("deerflow.community.browserless.tools._get_tool_config") as mock_cfg:
+            mock_cfg.return_value = {"token": None}
+            with patch.dict("os.environ", {"BROWSERLESS_TOKEN": "env-token"}, clear=True):
+                client = tools._get_browserless_client("web_capture")
+
+        assert client.token == ""
+
+    async def test_whitespace_only_token_sends_no_auth_parameter(self):
+        assert self._client_with_config({"token": "\r\n"}).token == ""
+
+    async def test_capture_query_omits_token_when_config_opts_out(self):
+        """The outgoing capture request must not carry the environment token."""
+        with patch("deerflow.community.browserless.tools._get_tool_config") as mock_cfg:
+            mock_cfg.return_value = {"token": ""}
+            with patch.dict("os.environ", {"BROWSERLESS_TOKEN": "cloud-token"}, clear=True):
+                client = tools._get_browserless_client("web_capture")
+
+        with patch("deerflow.community.browserless.browserless_client.httpx.AsyncClient") as mock_cls:
+            mock_ctx = MagicMock()
+            mock_cls.return_value.__aenter__.return_value = mock_ctx
+            mock_resp = MagicMock()
+            mock_resp.status_code = 200
+            mock_resp.content = b"\x89PNG\r\n\x1a\nimage"
+            mock_resp.text = "<binary>"
+            mock_resp.headers = {"Content-Type": "image/png"}
+            mock_ctx.post = AsyncMock(return_value=mock_resp)
+
+            await client.capture_screenshot("https://example.com")
+
+        assert mock_ctx.post.call_args.kwargs["params"] is None
+
     @patch("deerflow.community.browserless.tools._get_browserless_client")
     async def test_web_fetch_tool_success(self, mock_get_client):
         """web_fetch_tool successfully fetches and extracts content."""