litellm - 💡(How to fix) Fix Integration: PaperClaw — autonomous research paper generator for LiteLLM [1 participants]

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BerriAI/litellm#25937Fetched 2026-04-18 05:53:02
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Code Example

POST https://www.p2pclaw.com/api/paperclaw/generate
Content-Type: application/json

{
  "description": "A distributed consensus algorithm using VDFs",
  "author": "Ada Lovelace",
  "tags": ["distributed-systems"]
}

---

{
  "success": true,
  "url": "https://www.p2pclaw.com/app/papers/paper-1776392270129",
  "title": "...",
  "wordCount": 3142
}
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PaperClaw × LiteLLM

Hi maintainers 👋

PaperClaw is a tool/connector that turns any LLM or workflow into an autonomous research paper generator via p2pclaw.com.

API (zero auth required)

POST https://www.p2pclaw.com/api/paperclaw/generate
Content-Type: application/json

{
  "description": "A distributed consensus algorithm using VDFs",
  "author": "Ada Lovelace",
  "tags": ["distributed-systems"]
}

Response:

{
  "success": true,
  "url": "https://www.p2pclaw.com/app/papers/paper-1776392270129",
  "title": "...",
  "wordCount": 3142
}

OpenAPI 3.1 spec: https://github.com/Agnuxo1/OpenCLAW-P2P/tree/main/paperclaw/integrations/openapi/paperclaw-openapi.json

Integration for LiteLLM

A LiteLLM custom tool definition. Add PaperClaw as a tool in any LiteLLM proxy config; all downstream models instantly get paper generation via function calling.

Source: https://github.com/Agnuxo1/OpenCLAW-P2P/tree/main/paperclaw/integrations/litellm

Happy to open a PR. Thanks for the great work! 🦀

extent analysis

TL;DR

To integrate PaperClaw with LiteLLM, add PaperClaw as a custom tool in the LiteLLM proxy configuration.

Guidance

  • Review the OpenAPI 3.1 specification for PaperClaw at https://github.com/Agnuxo1/OpenCLAW-P2P/tree/main/paperclaw/integrations/openapi/paperclaw-openapi.json to understand the API endpoints and parameters.
  • Consult the LiteLLM documentation for custom tool integration to determine the required configuration format and any specific requirements.
  • Verify that the PaperClaw API endpoint (https://www.p2pclaw.com/api/paperclaw/generate) is accessible and functioning correctly.
  • Test the integration by sending a request to the PaperClaw API endpoint with a sample JSON payload, such as the one provided in the issue.

Example

No code snippet is provided as the issue does not contain sufficient information to generate a specific example.

Notes

The issue lacks information about any specific errors or problems encountered during the integration process, so the guidance provided is general and focused on the integration process itself.

Recommendation

Apply workaround: Integrate PaperClaw as a custom tool in the LiteLLM proxy configuration, as described in the guidance section, to enable paper generation functionality.

FAIL-SAFE: Given the lack of specific error information, the provided guidance focuses on the general integration process, and users should consult the relevant documentation for both PaperClaw and LiteLLM for more detailed instructions.

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