web-explorer

External web tools for any MCP client. Search the web, crawl pages, drive an anti-detect Firefox browser past bot walls, and pull structured data from Wikipedia, Wikidata, GitHub, and YouTube.

Two things worth stating up front:

• Free APIs only. No paid services, no metered quotas. It uses DuckDuckGo, Wikipedia, Wikidata, the public GitHub API, and YouTube's own caption endpoints. The only credential any tool reads is a GitHub token, which is free and which only github uses (for code search and issue actions; plain file and repo reads work without one). See Credentials below.

• Runs off your own IP. Every request goes out from the machine running the server, straight to the source. No proxy, no relay, no third-party scraping service in the middle reselling your traffic.

Tools

Every tool takes an action argument, except wikidata_query which takes a SPARQL query. Call list_tools from your client for the exact schema of every action and parameter. What each action does:

web

• search - web results as title, url, and snippet. news=true switches to the DuckDuckGo news endpoint (adds date and source per result); timelimit filters to d, w, or m.

• crawl - fetch one URL and extract readable article text (trafilatura, with a BeautifulSoup fallback), including PDFs. summary=true (default) returns a short version, summary=false the fuller text.

Results are cached for 20 minutes. If a page is behind bot protection, crawl points you at fx.

fx (optional install)

A real Camoufox (hardened Firefox) session for sites that block plain fetches.

• read - navigate, wait out JS challenges, extract clean text, auto-close. The common one-shot case.

• Step-by-step automation: navigate, click, fill, type, press, scroll, wait, extract (raw HTML), text (body text), evaluate (run JavaScript), screenshot (element or full_page), cookies / add_cookies, and close.

• status - report the current session.

Options include visible (show the window), stealth (humanized cursor), and load_images. The profile persists to disk; see the note under Safety.

wiki

• search - article titles matching a query.

• page - full article text for a title.

Cached for one hour.

wikidata_query

Run a read-only SPARQL query against Wikidata for structured entity data. Limits: 5000 character query, 15 second timeout, 1000 results. Update operations (INSERT, DELETE, DROP, and so on) are rejected.

github

• fetch - raw file content. analyze - repo metadata, languages, file count.

• search - code search (requires a token).

• Issues: get_issue, list_issues, create_issue, comment_issue, update_issue. The write actions require a token. See Credentials.

Cached for 10 minutes.

youtube

• transcript - captions only. metadata - title, channel, duration, description, chapters. info - both at once (the common case).

• list_languages - available caption tracks. search - find a phrase within a transcript, returning timestamped matches with t= deep links.

Transcript format can be text (default), timestamped, srt, vtt, or json. Long transcripts auto-paginate with segment_offset and max_segments.

Saving context: harvest=True

web, fx, github, and youtube accept harvest=True. Instead of returning a large page or transcript into your context window, the content is written to harvested/<harvest_dest>/ as clean markdown and only the file path plus a short summary come back. Point HARVEST_ROOT at a different directory if you want.

Related MCP server: AgentWebSearch-MCP

Install

Python 3.10 or newer.

Install as a package to get a web-explorer command on your PATH:

pipx install git+https://github.com/cutlerbenjamin1-cmd/web-explorer

From a local checkout: pip install . Or just install the dependencies and run server.py directly:

pip install -r requirements.txt

That covers the server and the five free-API tools (web, wiki, wikidata_query, github, youtube).

Optional: the fx browser

The anti-detect browser is a heavier dependency, so it is opt-in. The server and the other tools work fine without it; fx just returns a clear "not installed" message until you add it.

pip install -r requirements-fx.txt   # or: pip install "web-explorer[fx]"
python -m camoufox fetch

python -m camoufox fetch is a one-time download of a patched Firefox build (about 150 MB). camoufox also pulls in playwright and browserforge.

Use it with an MCP client

Speaks MCP over stdio. If you installed the package, point your client at the web-explorer command:

{
  "mcpServers": {
    "web-explorer": {
      "command": "web-explorer"
    }
  }
}

Otherwise point python at server.py with an absolute path:

{
  "mcpServers": {
    "web-explorer": {
      "command": "python",
      "args": ["/absolute/path/to/web-explorer/server.py"]
    }
  }
}

Running over HTTP (optional)

To serve this over MCP streamable HTTP instead of stdio, use mcp-http-bridge: run it from this directory and point your client at the bridge. Keep the bridge's tool filter tight if you expose it beyond localhost, since fx can drive a real browser.

Safety

• Untrusted-content banner. Everything these tools return is data from outside your machine. Each response is tagged as external and untrusted so an agent does not treat page content as instructions.

• SSRF protection. web(crawl) refuses private and loopback address ranges, so a crawled URL cannot be pointed back at your internal network.

• Polite rate limiting. Per-tool cooldowns space out requests so you do not hammer a host from your own IP and trip a 429.

• The fx profile is real browser state. fx keeps a persistent Firefox profile at data/fx_profile/. Anything you do in it sticks: if you sign into a site through fx, that session and its cookies are written to disk there in the clear, exactly like a normal browser profile. That is what lets logins and solved Cloudflare challenges survive a restart. The folder is gitignored so it will not be committed, but treat it like a password store: do not share or copy it, and delete data/fx_profile/ to wipe every saved session.

Credentials

Only the github tool reads a credential, and it is an ordinary free GitHub personal access token.

• Without a token: github file fetch and repo analyze work, subject to GitHub's anonymous rate limit (about 60 requests per hour).

• With a token: that limit rises to 5000 per hour, and github code search plus the issue actions (create, comment, update) become available. They return a clear "token required" error otherwise.

Set it in the environment before launching the server:

set GITHUB_TOKEN=ghp_your_token_here        # Windows
export GITHUB_TOKEN=ghp_your_token_here      # macOS / Linux

No other tool needs an account or key. DuckDuckGo, Wikipedia, Wikidata, and YouTube are all used unauthenticated.

Environment variables

Every variable below is optional.

License

MIT. See LICENSE.