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URL Text Fetcher MCP Server

by alexandru2882
GitHub
Python
1
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URL Text Fetcher MCP Server

Tiny MCP server for LM Studio that adds two tools:

  • fetch_url_text(url): returns visible page text
  • fetch_page_links(url): returns all page links

Quick start

cd /Users/lex/Learning/URL-Fetcher-LM-Studio-MCP-Server python3.12 -m venv .venv source .venv/bin/activate python -m pip install -U pip setuptools wheel python -m pip install -e .

LM Studio setup (paste this into mcp.json)

Use the absolute interpreter to avoid ENOENT errors.

{ "mcpServers": { "url-text-fetcher": { "command": "/Users/lex/Learning/URL-Fetcher-LM-Studio-MCP-Server/.venv/bin/python", "args": ["-m", "url_text_fetcher.mcp_server"], "cwd": "/Users/lex/Learning/URL-Fetcher-LM-Studio-MCP-Server" } } }

Alternative using the console script:

{ "mcpServers": { "url-text-fetcher": { "command": "/Users/lex/Learning/URL-Fetcher-LM-Studio-MCP-Server/.venv/bin/url-text-fetcher", "args": [], "cwd": "/Users/lex/Learning/URL-Fetcher-LM-Studio-MCP-Server" } } }

After saving, restart LM Studio if the tool does not appear.

Working prompts (use inside LM Studio)

  • Summarize a real page: “Use url-text-fetcher.fetch_url_text on https://httpbin.org/html. Give a two‑sentence summary.”
  • List links from a real site: “Call url-text-fetcher.fetch_page_links for https://www.python.org/ and return the first 10 HTTPS links.”
  • Answer using content: “Fetch text from https://docs.python.org/3/whatsnew/3.12.html. What is one notable change in Python 3.12?” "Fetch text from https://www.python.org/. What’s the latest Python release mentioned and when was it announced?"

Troubleshooting

  • ENOENT spawn python: Use the absolute interpreter shown above in mcp.json.
  • Network/SSL errors: try another URL; some sites block scripted fetches.

Local run (optional)

source /Users/lex/Learning/URL-Fetcher-LM-Studio-MCP-Server/.venv/bin/activate python -m url_text_fetcher.mcp_server
Deploy Server
A
security – no known vulnerabilities
F
license - not found
A
quality - confirmed to work

How are these scores calculated?

local-only server

The server can only run on the client's local machine because it depends on local resources.

Tools

Enables fetching visible text content and extracting all links from web pages through URL requests. Designed specifically for LM Studio integration to provide web scraping capabilities.

  1. Quick start
    1. LM Studio setup (paste this into mcp.json)
      1. Working prompts (use inside LM Studio)
        1. Troubleshooting
          1. Local run (optional)

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