Skip to content
Finance
Skill

/nansen-web-fetcher

Fetch and analyze content from one or more URLs using AI (Gemini 2.5 Flash). Use when you have specific URLs and need to extract or summarize their content. Pairs well with `nansen web search` results.

BOOST
From plugin
nansen-cli
13934 skills
Install
$ npx -y skills add nansen-ai/nansen-cli --skill nansen-web-fetcher --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/nansen-web-fetcher

Context preview

The summary Claude sees to decide when to auto-load this skill.

Fetch and analyze content from one or more URLs using AI (Gemini 2.5 Flash). Use when you have specific URLs and need to extract or summarize their content. Pairs well with `nansen web search` results.

SKILL.md

nansen-web-fetcher.SKILL.md
name: nansen-web-fetcher
description: Fetch and analyze content from one or more URLs using AI (Gemini 2.5 Flash). Use when you have specific URLs and need to extract or summarize their content. Pairs well with `nansen web search` results.
metadata:
  openclaw:
    requires:
      bins:
        - nansen
    primaryEnv: NANSEN_API_KEY
    install:
      - kind: node
        package: nansen-cli
        bins: [nansen]
allowed-tools: Bash(nansen:*)

Authentication

Nansen account API calls accept a selected `nansen:api` browser session or conventional API key with the same permissions. `NANSEN_API_KEY` takes precedence; optional `primaryEnv` preserves configured-key injection. Run `nansen auth status` for offline selection. Cached access expiry alone permits automatic renewal during an authorized task. Stop on anonymous selection, invalid state, blocked/uncertain renewal or actual auth failure; never drop a credential or fall back to anonymous x402 payment. Browser login does not grant wallet signing, privileged service identity or a persistent MCP integration key. Preserve all confirmation, signing, sanctions and geographic checks below. Browser login is available in CLI 2.0.0 within the [macOS arm64 preview scope](https://github.com/nansen-ai/nansen-cli/blob/main/docs/browser-login.md#preview-platform-scope).

Web Fetch

Fetch and analyze content from one or more URLs using Gemini 2.5 Flash with URL context.

nansen web fetch https://nansen.ai --question "What products does Nansen offer?"
nansen web fetch --url https://example.com --url https://other.com --question "Compare these two sites"
nansen web fetch https://docs.uniswap.org/contracts/v4/overview --question "What changed in v4?"

Positional args and `--url` flags can be combined — all become URLs to fetch.

| Flag | Values | Default | Purpose | |------|--------|---------|---------| | `--url` | URL | — | URL to fetch (repeatable for multiple URLs, up to 20) | | `--question` | string | **required** | Question to answer about the URL content | | `--pretty` | flag | off | Human-readable JSON |

Returns:

  • `analysis` — AI-generated answer to your question
  • `retrieved_urls` — URLs successfully fetched
  • `failed_urls` — URLs that could not be retrieved

**Tip:** Combine with `web search` — search first to find relevant URLs, then fetch to get full content.

# Find and analyze in two steps
nansen web search "uniswap v4 launch" --num-results 3 --fields link
nansen web fetch https://blog.uniswap.org/... --question "What are the key changes?"

**Note:** 30s timeout. Paywalled or bot-blocked pages may appear in `failed_urls`.

Read more
Ships withnansen-cli

Built by agents, for agents. Command-line interface for the Nansen API, designed for AI agents to research on-chain data, manage wallets, and trade through nansen trade. Use it for both analytics and execution: nansen research ...

Get the whole plugin

Other skills on nansen-cli.