Legal notices¶
About & disclaimer¶
tulip is developed 100% by tuliplabs, an independent AI-security research group. No third party contributed to its development. It is built for independent, open-source AI-security research.
Organizations and corporations are welcome to use tulip at production grade, at no cost, under the Apache License, Version 2.0.
Disclaimer of warranty and liability¶
The software is provided "AS IS", without warranty of any kind, express or implied, including but not limited to the warranties of merchantability, fitness for a particular purpose, and non-infringement. tuliplabs accepts no liability for any claim, damages, or other consequence arising from the software or its use. Use is entirely at your own risk. You are solely responsible for ensuring that your use is lawful, authorized, and compliant with all applicable obligations — including security, privacy, export-control, and any policies that govern the systems and data you touch.
Responsible use¶
tulip ships offensive-capable security tooling — red-team agents, model and hardware fingerprinting, and similar reconnaissance capabilities. Use it only against systems you own or are explicitly authorized to test. Running these capabilities against systems you do not own or have not been authorized to assess may be unlawful.
This page is not legal advice. Consult your own counsel.
License¶
tulip is released under the Apache License, Version 2.0.
Copyright 2026 tuliplabs.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this software except in compliance with the License. You may obtain a copy of the License at https://www.apache.org/licenses/LICENSE-2.0.
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
Provenance¶
Tulip began as a fork of an earlier project released under the Universal Permissive License v1.0 (UPL-1.0). Those original portions remain available under the UPL-1.0; all new contributions are licensed under the Apache License, Version 2.0. See the NOTICE file for attribution details.
Third-party components¶
tulip uses the following open-source libraries. Their licenses are reproduced below and in full in THIRD_PARTY_LICENSES.txt.
Core dependencies¶
| Package | License | Copyright |
|---|---|---|
httpx |
BSD-3-Clause | © 2019 Encode OSS Ltd. |
pydantic |
MIT | © Pydantic Services Inc. and contributors |
pydantic-settings |
MIT | © 2022 Samuel Colvin and contributors |
typing-extensions |
PSF | © Python Software Foundation |
Model providers (optional)¶
| Package | License | Copyright |
|---|---|---|
openai |
MIT | © OpenAI |
anthropic |
MIT | © Anthropic |
cohere |
MIT | © Cohere |
Observability (optional)¶
| Package | License | Copyright |
|---|---|---|
opentelemetry-api |
Apache-2.0 | © The OpenTelemetry Authors |
opentelemetry-sdk |
Apache-2.0 | © The OpenTelemetry Authors |
opentelemetry-exporter-otlp |
Apache-2.0 | © The OpenTelemetry Authors |
MCP integration (optional)¶
| Package | License | Copyright |
|---|---|---|
mcp |
MIT | © Anthropic, PBC |
Checkpoint / memory backends (optional)¶
| Package | License | Copyright |
|---|---|---|
redis |
MIT | © Redis Inc. |
asyncpg |
Apache-2.0 | © MagicStack Inc. |
opensearch-py |
Apache-2.0 | © OpenSearch Contributors |