MCP Web Search
🚀 Web Search is coming to Clovis.
We are launching our Web Search MCP, now available both in the chatbot and through the API. The goal: turn your model into a truly real-world connected assistant, capable of retrieving information wherever it is.
Thanks to the MCP integration, the model can now:
- Automatically launch web searches
- Analyze and summarize recent content
- Provide richer, more reliable, and up-to-date answers
This improvement enables dynamic, contextualized interactions connected to current events.
🔌 Simple integration, endless possibilities
In just a few lines, you can allow your agents to access the web and leverage its full potential.
MCP connection
Web Search is exposed as an MCP server and connected directly to your application, agent, or orchestrator.
The model can then:
- decide when to perform a web search,
- call the MCP,
- and use the results in its response.
👉 This approach provides maximum control and makes it possible to build:
- autonomous agents,
- advanced workflows,
- multi-tool orchestrations,
- or assistants connected to business systems.
It integrates easily into existing agentic architectures.
Integrated into the model
Web Search can also be integrated directly into certain Clovis models to greatly simplify the integration experience.
With this approach, the model is directly able to:
- detect when a web search is relevant,
- automatically perform the search,
- and use the results in its generation.
👉 Everything happens natively within the model’s reasoning, without any complex orchestration on the client side.
There is no need to manage fallback logic or specific routing.
Available on: ClovisLLM/gpt-oss-120b
This is only the beginning.
Web Search will continue to evolve with increasingly advanced capabilities: DeepSearch, multi-source analysis, intelligent browsing, and more.