Quickstart
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'q': quit, Option+Enter: newline
> who is F1 world champion 2025?
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**Seeking Future Champions**
I'm currently focused on the challenge of identifying the 2025 F1 World Champion. Since this is a future event, I'm
exploring the availability of relevant information sources, and the best way to leverage them. My initial thought is to
check if I can use tools to find this information.
**Defining My Toolset**
I've started by categorizing the tools I might need for this analysis. I'm thinking about data scraping, statistical
modeling, and maybe even sentiment analysis tools. This breakdown helps me envision a strategic approach to data
gathering and interpretation. I'm focusing on defining the scope of my toolset.
╭─ Tool: pytools_list_categories ──────────────────────────────────────────────────────────────────────────────────────╮
│{│
│"base_dir":"."│
│}│
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
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{'gentools': [], 'mcptools': ['google', 'github']}
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**Enumerating Google Tools**
I'm currently listing the tools categorized under "google" within `mcptools`. My focus is on ensuring comprehensive
documentation of each tool's functionality, and it's features. I'm keen to avoid overlap with other categories.
╭─ Tool: pytools_list_tools ───────────────────────────────────────────────────────────────────────────────────────────╮
│{│
│"categories":[│
│"google"│
│]│
│}│
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
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{'google': {'gentools': [], 'mcptools': ['web_search']}}
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**Inspecting Web Search Tool**
I'm now diving into the `web_search.py` source code to fully grasp the interface of the `web_search` tool within the
`google` category. I aim to pinpoint its inputs and outputs to use it effectively.
╭─ Tool: filesystem_read_text_file ────────────────────────────────────────────────────────────────────────────────────╮
│{│
│"path":"mcptools/google/web_search.py"│
│}│
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{'content': 'from __future__ import annotations\n\nfrom pydantic import BaseModel, ConfigDict, Field\n\n\nclass
Params(BaseModel):\n model_config = ConfigDict(\n use_enum_values=True,\n )\n query: str = Field(...,
title="Query")\n """\n Natural language question or topic\n """\n\n\n\nfrom . import CLIENT\n\ndef run(params:
Params) -> str:\n """Web search using Google Search grounding with Gemini-generated answer.\n\n Uses Gemini with
Google Search grounding to answ...
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**Ascertaining Championship Timing**
I've initiated a web search to determine the 2025 F1 champion. To ensure accuracy, I'll first confirm the current year
and use that context to refine my search parameters. This will ground my inquiry in the correct timeframe, avoiding any
potential misinterpretations. I want to be certain the search focuses on the future, not past results.
╭─ Code Action ────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│1 frommcptools.googleimportweb_search│
│2 importdatetime│
│3 │
│4 current_year=datetime.datetime.now().year│
│5 print(f"Current Year: {current_year}")│
│6 │
│7 result=web_search.run(web_search.Params(query="Who is the 2025 F1 world champion?"))│
│8 print(result)│
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
Approve? [Y/n/a/s]:
╭─ Tool: google_web_search ────────────────────────────────────────────────────────────────────────────────────────────╮
│{│
│"query":"Who is the 2025 F1 world champion?"│
│}│
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
Approve? [Y/n/a/s]:
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Code Action Output ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Current Year: 2026
Lando Norris is the 2025 Formula 1 World Champion. Driving for McLaren, he secured his maiden title at the season-ending
Abu Dhabi Grand Prix on December 7, 2025, finishing two points ahead of Max Verstappen.
[1]: https://en.wikipedia.org/wiki/List_of_Formula_One_World_Drivers%27_Champions
[2]: https://www.formulaonehistory.com/seasons/2025-f1-world-championship/
[3]: https://en.wikipedia.org/wiki/2025_Formula_One_World_Championship
[4]: https://www.reddit.com/r/sports/comments/1pgo0pz/lando_norris_wins_the_2025_f1_world_championship/
[5]:
https://www.formula1.com/en/latest/article/norris-secures-maiden-f1-title-in-abu-dhabi-with-podium-finish-behind.EMJtmvR
A0uzmzUC4MZgmw
[6]: https://www.youtube.com/watch?v=bRI-Ik5q2I0
[7]: https://www.statsf1.com/en/2025.aspx
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**Confirming Championship Details**
I have a concrete result from a search - Lando Norris is confirmed as the 2025 F1 world champion. This clarifies a key
piece of information, and informs subsequent predictions.
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The 2025 Formula 1 World Champion is **Lando Norris**.
Driving for McLaren, Norris secured his maiden title at the season-ending Abu Dhabi Grand Prix on December 7, 2025, fini
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'q': quit, Option+Enter: newline
> q
Goodbye!