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CVE-2026-102682

Pipecat: Public exposure of Pipecat’s development runner can allow unauthenticated bot session creation

5.6 MediumFix available

Pipecat is an open-source Python framework for building real-time voice and multimodal conversational agents. From 0.0.98 until 1.6.0, the pipecat-ai package's built-in development runner exposes unauthenticated endpoints including /start, /daily, and /daily-dialin-webhook that can create bot sessions and Daily rooms. The runner binds to localhost by default and is intended only for local development, so exploitation requires an operator to expose it to untrusted traffic through --host 0.0.0.0, a published port, or a tunnel without access controls. An unauthenticated caller can consume local resources and third-party quotas and, depending on configuration, receive a room URL and join token. Version 1.6.0 adds a prominent development-runner banner and documentation that clarifies the unauthenticated boundary and directs production deployments to an authenticated dispatcher or managed runtime, while the endpoint behavior remains by design. This issue is fixed in version 1.6.0.

Attack profile

How easy it is to exploit

Attack vector
Network
Complexity
High
Privileges needed
None
User interaction
None

What an attacker can affect

Confidentiality
Low
Integrity
Low
Availability
Low

Exploit likelihood

0.23%Unchanged since Oct 15, 2026
90%50%10%1%

What each source reports

CVE List Score used 5.6

Pipecat: Public exposure of Pipecat’s development runner can allow unauthenticated bot session creation

Pipecat is an open-source Python framework for building real-time voice and multimodal conversational agents. From 0.0.98 until 1.6.0, the pipecat-ai package's built-in development runner exposes unauthenticated endpoints including /start, /daily, and /daily-dialin-webhook that can create bot sessions and Daily rooms. The runner binds to localhost by default and is intended only for local development, so exploitation requires an operator to expose it to untrusted traffic through --host 0.0.0.0, a published port, or a tunnel without access controls. An unauthenticated caller can consume local resources and third-party quotas and, depending on configuration, receive a room URL and join token. Version 1.6.0 adds a prominent development-runner banner and documentation that clarifies the unauthenticated boundary and directs production deployments to an authenticated dispatcher or managed runtime, while the endpoint behavior remains by design. This issue is fixed in version 1.6.0.

Record
CVE-2026-102682
CVSS 3.1
5.6 MediumCVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L
Weakness
CWE-345, CWE-770, CWE-862
Updated
2026-11-02
EUVDEUVD-2026-101601 5.6

Pipecat is an open-source Python framework for building real-time voice and multimodal conversational agents. From 0.0.98 until 1.6.0, the pipecat-ai package's built-in development runner exposes unauthenticated endpoints including /start, /daily, and /daily-dialin-webhook that can create bot sessions and Daily rooms. The runner binds to localhost by default and is intended only for local development, so exploitation requires an operator to expose it to untrusted traffic through --host 0.0.0.0, a published port, or a tunnel without access controls. An unauthenticated caller can consume local resources and third-party quotas and, depending on configuration, receive a room URL and join token. Version 1.6.0 adds a prominent development-runner banner and documentation that clarifies the unauthenticated boundary and directs production deployments to an authenticated dispatcher or managed runtime, while the endpoint behavior remains by design. This issue is fixed in version 1.6.0.

Record
EUVD-2026-101601
CVSS 3.1
5.6 MediumCVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L
Updated
2026-11-02
GitHub AdvisoriesGHSA-hqm2-cfx2-2vgh 5.6

Pipecat: Public exposure of Pipecat’s development runner can allow unauthenticated bot session creation

Pipecat’s built-in development runner exposes endpoints that create bot sessions and, for the Daily transport, paid Daily rooms. These development endpoints intentionally do not authenticate callers.

The runner binds to localhost by default and is designed exclusively for local development. It is not built or supported as a production server. Exploitation therefore requires an operator to deliberately make the development runner reachable from an untrusted network, such as by setting --host 0.0.0.0, publishing its port, or using a public tunnel without access controls.

If exposed in this way, an unauthenticated caller may invoke endpoints including /start, /daily, and /daily-dialin-webhook. Depending on the endpoint and configuration, this can create a bot session or Daily room and may return a room URL and join token. Repeated requests may also consume local resources and third-party service quotas.

The consequences of interacting with a launched bot depend on that bot’s configuration and connected tools. Access to external systems or sensitive information is not an inherent capability of the development runner and is therefore not included as a general impact.

Pipecat 1.6.0 clarifies this security boundary in two ways:

  • The development runner displays a prominent startup banner identifying it as a development tool.
  • The documentation explicitly states that the runner must not be used as a production server or exposed directly to untrusted traffic.

The local development documentation (https://docs.pipecat.ai/pipecat/deployment/running-bots-locally) identifies the unauthenticated endpoints, lack of rate limiting, and risks of public exposure. The production deployment documentation (https://docs.pipecat.ai/pipecat/deployment/running-bots-in-production) directs users to a production dispatcher or managed runtime and describes minimum protections for limited prototype use.

Resolution

Pipecat 1.6.0 documents and surfaces the intended security boundary of the development runner. The unauthenticated development behavior remains by design. Users must not expose the runner directly to untrusted networks; production deployments require an authenticated dispatcher or managed runtime.

Record
GHSA-hqm2-cfx2-2vgh
CVSS 3.1
5.6 MediumCVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L
Weakness
CWE-345, CWE-770, CWE-862
Updated
2026-11-02
NVD 5.6

Pipecat is an open-source Python framework for building real-time voice and multimodal conversational agents. From 0.0.98 until 1.6.0, the pipecat-ai package's built-in development runner exposes unauthenticated endpoints including /start, /daily, and /daily-dialin-webhook that can create bot sessions and Daily rooms. The runner binds to localhost by default and is intended only for local development, so exploitation requires an operator to expose it to untrusted traffic through --host 0.0.0.0, a published port, or a tunnel without access controls. An unauthenticated caller can consume local resources and third-party quotas and, depending on configuration, receive a room URL and join token. Version 1.6.0 adds a prominent development-runner banner and documentation that clarifies the unauthenticated boundary and directs production deployments to an authenticated dispatcher or managed runtime, while the endpoint behavior remains by design. This issue is fixed in version 1.6.0.

Record
CVE-2026-102682
CVSS 3.1
5.6 MediumCVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L
Weakness
CWE-345, CWE-770, CWE-862
Updated
2026-11-02
OSV 5.6

Pipecat: Public exposure of Pipecat’s development runner can allow unauthenticated bot session creation

Pipecat is an open-source Python framework for building real-time voice and multimodal conversational agents. From 0.0.98 until 1.6.0, the pipecat-ai package's built-in development runner exposes unauthenticated endpoints including /start, /daily, and /daily-dialin-webhook that can create bot sessions and Daily rooms. The runner binds to localhost by default and is intended only for local development, so exploitation requires an operator to expose it to untrusted traffic through --host 0.0.0.0, a published port, or a tunnel without access controls. An unauthenticated caller can consume local resources and third-party quotas and, depending on configuration, receive a room URL and join token. Version 1.6.0 adds a prominent development-runner banner and documentation that clarifies the unauthenticated boundary and directs production deployments to an authenticated dispatcher or managed runtime, while the endpoint behavior remains by design. This issue is fixed in version 1.6.0.

Record
CVE-2026-102682
CVSS 3.1
5.6 MediumCVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L
Weakness
CWE-345, CWE-770, CWE-862
Updated
2026-11-02
OSVGHSA-hqm2-cfx2-2vgh 5.6

Pipecat: Public exposure of Pipecat’s development runner can allow unauthenticated bot session creation

Pipecat’s built-in development runner exposes endpoints that create bot sessions and, for the Daily transport, paid Daily rooms. These development endpoints intentionally do not authenticate callers.

The runner binds to localhost by default and is designed exclusively for local development. It is not built or supported as a production server. Exploitation therefore requires an operator to deliberately make the development runner reachable from an untrusted network, such as by setting --host 0.0.0.0, publishing its port, or using a public tunnel without access controls.

If exposed in this way, an unauthenticated caller may invoke endpoints including /start, /daily, and /daily-dialin-webhook. Depending on the endpoint and configuration, this can create a bot session or Daily room and may return a room URL and join token. Repeated requests may also consume local resources and third-party service quotas.

The consequences of interacting with a launched bot depend on that bot’s configuration and connected tools. Access to external systems or sensitive information is not an inherent capability of the development runner and is therefore not included as a general impact.

Pipecat 1.6.0 clarifies this security boundary in two ways:

  • The development runner displays a prominent startup banner identifying it as a development tool.
  • The documentation explicitly states that the runner must not be used as a production server or exposed directly to untrusted traffic.

The local development documentation (https://docs.pipecat.ai/pipecat/deployment/running-bots-locally) identifies the unauthenticated endpoints, lack of rate limiting, and risks of public exposure. The production deployment documentation (https://docs.pipecat.ai/pipecat/deployment/running-bots-in-production) directs users to a production dispatcher or managed runtime and describes minimum protections for limited prototype use.

Resolution

Pipecat 1.6.0 documents and surfaces the intended security boundary of the development runner. The unauthenticated development behavior remains by design. Users must not expose the runner directly to untrusted networks; production deployments require an authenticated dispatcher or managed runtime.

Record
GHSA-hqm2-cfx2-2vgh
CVSS 3.1
5.6 MediumCVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:L
Weakness
CWE-345, CWE-770, CWE-862
Updated
2026-11-02

Affected products

Affected packages

Affected packages
PackageAffectedFixed
pipecat-ai
PyPI
0.0.98 to 1.5.0
1.6.0
pipecat-ai
PyPI
0.0.98 up to 1.6.0, plus listed versions
0.0.1000.0.1010.0.1020.0.1030.0.104
Show 12 moreShow less
0.0.1050.0.1060.0.1070.0.1080.0.991.0.01.1.01.2.01.2.11.3.01.4.01.5.0
1.6.0

History

History
RecordedChangedSources
first indexedCVE List, EUVD, GitHub Advisories, NVD, OSV

Dates are when Every CVE recorded each change. Upstream dates may differ.

In short

CVE-2026-102682 is a medium vulnerability (CVSS 5.6) in Pipecat-ai Pipecat, published October 14, 2026. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.23%, the 14th percentile. Fixed in pipecat-ai 1.6.0.

References

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