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    <item>
      <title>PYSEC-2026-3537 — PraisonAI AgentTeam.launch exposes unauthenticated remote agent listing and invocation endpoints</title>
      <link>https://vulnerability.circl.lu/vuln/pysec-2026-3537</link>
      <description>&lt;p&gt;&lt;strong&gt;Affected:&lt;/strong&gt; PyPI: praisonaiagents&lt;/p&gt;
&lt;p&gt;# PraisonAI `AgentTeam.launch()` exposes unauthenticated remote agent invocation endpoints&lt;/p&gt;
&lt;p&gt;## Summary&lt;/p&gt;
&lt;p&gt;PraisonAI&amp;#39;s documented Python `AgentTeam.launch()` / `Agents.launch()` HTTP server starts externally reachable agent invocation endpoints without any authentication enforcement.&lt;/p&gt;
&lt;p&gt;The current implementation registers `GET /{path}/list`, `POST /{path}`, and `POST /{path}/{agent_id}` routes. The POST routes directly call `agent.chat(...)`. Requests with no `Authorization` header are accepted, and requests with an obviously wrong bearer token are also accepted. The default Python API bind host for `Agents.launch()` is `0.0.0.0`, and official documentation shows `host=&amp;#34;0.0.0.0&amp;#34;` for remote access.&lt;/p&gt;
&lt;p&gt;This is a sibling/incomplete-fix variant of PraisonAI&amp;#39;s prior unauthenticated API server and call server advisory family. Nearby server surfaces were hardened to require tokens, fail closed, or bind locally by default, but the `AgentTeam.launch()` FastAPI path still exposes unauthenticated agent execution on current upstream main and the latest release.&lt;/p&gt;
&lt;p&gt;This report is scoped to the Python `AgentTeam.launch()` / `Agents.launch()` route-registration path. It does not require adjudicating whether the separate `praisonai serve agents --api-key` CLI path is correctly enforced.&lt;/p&gt;
&lt;p&gt;## Affected Components&lt;/p&gt;
&lt;p&gt;- Package: `praisonaiagents`
- Current upstream main tested: `2f9677abb2ea68eab864ee8b6a828fd0141612e1`
- Latest release tag tested: `v4.6.57`
- Primary file: `src/praisonai-agents/praisona…&lt;/p&gt;</description>
      <content:encoded>&lt;p&gt;&lt;strong&gt;Affected:&lt;/strong&gt; PyPI: praisonaiagents&lt;/p&gt;
&lt;p&gt;# PraisonAI `AgentTeam.launch()` exposes unauthenticated remote agent invocation endpoints&lt;/p&gt;
&lt;p&gt;## Summary&lt;/p&gt;
&lt;p&gt;PraisonAI&amp;#39;s documented Python `AgentTeam.launch()` / `Agents.launch()` HTTP server starts externally reachable agent invocation endpoints without any authentication enforcement.&lt;/p&gt;
&lt;p&gt;The current implementation registers `GET /{path}/list`, `POST /{path}`, and `POST /{path}/{agent_id}` routes. The POST routes directly call `agent.chat(...)`. Requests with no `Authorization` header are accepted, and requests with an obviously wrong bearer token are also accepted. The default Python API bind host for `Agents.launch()` is `0.0.0.0`, and official documentation shows `host=&amp;#34;0.0.0.0&amp;#34;` for remote access.&lt;/p&gt;
&lt;p&gt;This is a sibling/incomplete-fix variant of PraisonAI&amp;#39;s prior unauthenticated API server and call server advisory family. Nearby server surfaces were hardened to require tokens, fail closed, or bind locally by default, but the `AgentTeam.launch()` FastAPI path still exposes unauthenticated agent execution on current upstream main and the latest release.&lt;/p&gt;
&lt;p&gt;This report is scoped to the Python `AgentTeam.launch()` / `Agents.launch()` route-registration path. It does not require adjudicating whether the separate `praisonai serve agents --api-key` CLI path is correctly enforced.&lt;/p&gt;
&lt;p&gt;## Affected Components&lt;/p&gt;
&lt;p&gt;- Package: `praisonaiagents`
- Current upstream main tested: `2f9677abb2ea68eab864ee8b6a828fd0141612e1`
- Latest release tag tested: `v4.6.57`
- Primary file: `src/praisonai-agents/praisona…&lt;/p&gt;</content:encoded>
      <guid isPermaLink="false">https://vulnerability.circl.lu/vuln/pysec-2026-3537</guid>
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