ZBS Index What actually exists in applied AI, with the source next to it

mcp server

webfetch

License-first federated image search with attribution, dimensions, and download tooling.

Description as published by the maintainer. Source

  • version 0.1.5
  • active
  • retrieval

active — Most recent push to the repository was 2026-07-10. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 3 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-07-10 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 0 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 0.1.5 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-05-09 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-05-09 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • io.github.ahmaddioxide/image-resolver — last commit 2026-03-05, shares image-search
    MCP server for context-aware royalty-free image search from Pexels and Unsplash
  • Opedd — Licensed Content for AI — last commit 2026-08-04, shares licensing
    Licensed, rights-cleared content for AI agents - verifiable license keys + EU AI Act attestation.
  • io.github.365xbusiness/vigo-mcp — last commit 2026-02-24, shares licensing
    AI-powered Hong Kong SFC regulatory intelligence. Bilingual EN/ZH compliance queries.
  • Agent360 Browser MCP — last commit 2026-07-29, shares chrome-extension
    Give AI agents control of your real, logged-in Chrome. Chrome extension + MCP server, 34 tools.
  • io.github.bobybarack/sovseal-memory — last commit 2026-08-05, shares chrome-extension
    Local-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads.
  • peek — last commit 2026-07-10, shares chrome-extension
    Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding agents, fully local
  • io.github.dashi96/chromium-bridge — last commit 2026-07-22, shares chrome-extension
    MCP bridge between Chromium browsers (Arc, Vivaldi, Brave) and Claude Code: browser automation
  • io.github.dundas/thinkrun — last commit 2026-07-17, shares chrome-extension
    Browser control + session recording MCP for AI coding agents (Claude Code, Cursor) — real Chrome.
  • PromptSpend — last commit 2026-08-06, shares cloudflare-workers, vscode-extension
    LLM pricing where every rate carries its source and the date it was last confirmed.
  • io.github.anzy-renlab-ai/pronounce — last commit 2026-07-28, shares cli, vscode-extension
    How engineers actually pronounce developer jargon — 1848+ sourced entries (kubectl, nginx, GIF).

These share tags the maintainers applied themselves, such as image-search, licensing, chrome-extension, cloudflare-workers. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

Also from ashlrai

  • Phantom Secrets — last commit 2026-07-22
    Stop AI coding agents from leaking API keys. Local proxy swaps real secrets for phm_ tokens.

How the author describes it

Topics the maintainer set on GitHub: ai, ai-agents, attribution, bun, chrome-extension, cli, cloudflare-workers, creative-commons, developer-tools, image-search, license, license-detection, licensing, mcp, model-context-protocol, nextjs, python, typescript, vscode-extension.

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Sources

  1. ashlrai/webfetch on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.