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Webfetch

Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching

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About Webfetch

Webfetch is an MCP server in the Search category: self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching.

Install

uvx
uvx webfetch-llm
pip
pip install webfetch-llm

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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README

webfetch

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The license-first image layer for AI agents and humans.

One MCP server, one CLI, and one HTTP server that federate across 24 image providers, rank results license-first, and refuse to return anything you can't safely ship. Any agent that speaks MCP (Claude Code, Cursor, Cline, Continue, Roo Code, Codex) wires up from one config line. Landing page, pricing, and hosted usage live at getwebfetch.com.

Install

Surface One-liner
npm npm i -g @webfetch/cli
Homebrew brew tap ashlrai/webfetch && brew install webfetch
Docker docker run --rm ghcr.io/ashlrai/webfetch cli --help
curl | bash curl -fsSL https://raw.githubusercontent.com/ashlrai/webfetch/main/install/install.sh | bash

The curl | bash installer also wires webfetch into Claude Code's ~/.claude/settings.json idempotently. Re-run any time to update.

30-second usage

CLI:

webfetch search "drake portrait" --limit 5
webfetch artist "Taylor Swift" --kind portrait --min-width 1200
webfetch download <url> --out ./portrait.jpg

MCP (from inside any MCP-speaking agent):

search_images({ query: "drake portrait", limit: 5 })
search_artist_images({ name: "Taylor Swift", kind: "portrait" })
download_image({ url: "..." })

TypeScript library:

import { searchArtistImages, pickBest, downloadImage } from "@webfetch/core";

const { candidates } = await searchArtistImages("Drake", "portrait");
const best = pickBest(candidates, { minWidth: 1200 });
if (best) {
  const { cachedPath, sha256 } = await downloadImage(best.url);
  console.log(best.attributionLine, "->", cachedPath);
}

What problem this solves

Manually sourcing an image has four failure modes:

  1. You don't know the license, so you can't safely ship the result.
  2. You can't script it — every new site means another afternoon.
  3. Google's Image Search API is retired; scraping is brittle and ToS-grey.
  4. No shared cache — you re-download the same file dozens of times.

webfetch fixes all four by federating across direct-source APIs that have stable terms and structured license metadata, ranking candidates license-first, and exposing the result as a single MCP tool.

Providers

Provider Covers License default Auth Opt-in
wikimedia portraits, events, logos, history CC_BY_SA (metadata) — no
openverse any CC-licensed content CC_BY (metadata) — no
unsplash high-quality photography Unsplash (~CC0) UNSPLASH_ACCESS_KEY no
pexels stock photography Pexels (~CC0) PEXELS_API_KEY no
pixabay stock photos + illustrations Pixabay (~CC0) PIXABAY_API_KEY no
itunes album covers, artist portraits EDITORIAL_LICENSED — no
musicbrainz-caa canonical album art EDITORIAL_LICENSED — no
spotify artist + album images EDITORIAL_LICENSED SPOTIFY_CLIENT_ID/SECRET no
youtube-thumb video thumbnails EDITORIAL_LICENSED — yes
brave general web image search UNKNOWN (+heuristic) BRAVE_API_KEY no
bing general web image search UNKNOWN (+heuristic) BING_API_KEY yes
serpapi Google Images + reverse lookup UNKNOWN (+heuristic) SERPAPI_KEY yes
browser headless fallback vs images.google.com UNKNOWN — yes
flickr CC / public-domain photography CC_BY (metadata) FLICKR_API_KEY no
internet-archive public-domain / CC archive media PUBLIC_DOMAIN — no
smithsonian Open Access museum media CC0 SMITHSONIAN_API_KEY no
nasa NASA imagery PUBLIC_DOMAIN — no
met-museum The Met Open Access CC0 — no
europeana European cultural heritage CC_BY (metadata) EUROPEANA_API_KEY no
library-of-congress US historical archive PUBLIC_DOMAIN — no
wellcome-collection medical/historical imagery CC_BY (metadata) — no
rawpixel CC0 stock slice CC0 RAWPIXEL_API_KEY optional no
burst Shopify Burst stock photos CC0 — no
europeana-archival Europeana text/manuscript records CC_BY (metadata) EUROPEANA_API_KEY yes

See docs/PROVIDERS.md for gotchas, rate limits, and docs/PROVIDER_TUNING.md for per-use-case picks.

Why license-first

The only outcome we refuse is shipping an image we can't justify. A marginally-better photo under an unknown license is worthless to a pipeline that needs to ship without human review. Relevance ties are easy to break; provenance is not.

The ranker sorts by: license tag -> metadata confidence -> resolution -> provider priority. UNKNOWN is rejected by default (Berne Convention: most of the web is all-rights-reserved unless proven otherwise). See docs/LICENSE_POLICY.md.

webfetch vs alternatives

Capability webfetch Raw Google Images Unsplash-only Bing CSE
Scriptable via API yes no (retired) yes yes
License metadata per result yes no yes (one lic) partial
Covers editorial music art yes partial no partial
Covers CC / public-domain yes no no no
Safe-by-default (rejects UNKNOWN) yes n/a n/a no
Shared content-addressed cache yes no no no
Attribution line pre-built yes no no no
One MCP config line across all IDEs yes no no no
No per-query cost on defaults yes n/a yes no

Architecture

                             +------------------+
                             |  @webfetch/core  |
                             |  (ranker, cache, |
                             |   license coerce)|
                             +---------+--------+
                                       |
          +----------------+-----------+-----------+----------------+
          |                |                       |                |
  +-------v------+  +------v-------+       +-------v------+  +------v-------+
  | @webfetch/   |  | @webfetch/   |       | @webfetch/   |  | browser      |
  | cli          |  | mcp (stdio)  |       | server (HTTP)|  | extensions   |
  +-------+------+  +------+-------+       +-------+------+  +------+-------+
          |                |                       |                |
          |                |                       |                |
          +----------------+-----------+-----------+----------------+
                                       |
                 +---------------------v---------------------+
                 |              provider adapters            |
                 |  wikimedia  openverse  unsplash  pexels   |
                 |  pixabay    itunes     mb-caa    spotify  |
                 |  youtube    brave      bing      serpapi  |
                 |  flickr     nasa       met       europeana|
                 |  loc        wellcome   rawpixel  burst    |
                 |  browser + europeana-archival opt-in       |
                 +-------------------------------------------+

Every surface shares ~/.webfetch/cache/ keyed by SHA-256, so a download from the CLI is instantly available to the MCP server and vice versa.

Safety defaults

  • licensePolicy: "safe-only" — UNKNOWN results rejected.
  • safeSearch: "strict".
  • Opt-in providers (youtube-thumb, bing, serpapi, browser, europeana-archival) off by default.
  • 20 MB per-download cap, content-type guard, host blocklist.
  • robots.txt respected on generic page probes.

Roadmap

  • webfetch watch — daemon mode for repeated queries / incremental refresh.
  • Bring-your-own-provider plugin API.
  • Hosted tier at getwebfetch.com — pooled provider keys, managed browser fallback, team usage dashboard.

Contributing

Issues and PRs welcome. Run bun install && bun test to get started. See docs/ for per-area reference docs.

License

MIT.

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About Webfetch

How do I install Webfetch?

Run uvx webfetch-llm, then add the server to your MCP client's configuration.

Is Webfetch safe to use with an AI agent?

Its trust score is 37 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Webfetch still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.