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About Ransack

Search and research for AI agents with source-attributed answers. Every result carries its source URL; unreadable pages are reported, not guessed.

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "ransack": {
      "type": "streamable-http",
      "url": "https://ransack.tools/mcp",
      "headers": {
        "Authorization": "Bearer <API_KEY>"
      }
    }
  }
}

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

Live search, page fetch, and cited research for AI agents — one MCP endpoint with source-attributed answers.

This is a hosted service. This repository contains the connection configuration, documentation, and logo only — the server source is not public. Connect to:

https://ransack.tools/mcp

Connect

Get an API key from ransack.tools/trial, then add the server to your client.

Claude Desktop

{"mcpServers":{"ransack":{"type":"streamable-http","url":"https://ransack.tools/mcp","headers":{"Authorization":"Bearer <API_KEY>"}}}}

Cursor

{"mcpServers":{"ransack":{"url":"https://ransack.tools/mcp","headers":{"Authorization":"Bearer <API_KEY>"}}}}

Pi / Cline / 5ire

{"mcpServers":{"ransack":{"type":"http","url":"https://ransack.tools/mcp","headers":{"Authorization":"Bearer <API_KEY>"}}}}

Transport is streamable-http; authentication is a Bearer API key.


Tools

ransack

One tool, many modes: search, fetch, discover, hosts, verify, research. Markdown / JSON / hybrid output, recency filter, source-attributed and deduplicated results.

execute_research

Multi-step pipeline (discover → fetch → extract → synthesize) into a cited report.

get_report

Retrieve a persisted report by report_id.

search_memory

Semantic recall over previously fetched page chunks.

tasks_get

Poll an asynchronous research task.

ransack_permit_search

US building-permit lookup (currently Brevard County FL).

Every result carries a source URL. Pages the server can't read — login-walled pages, bot-blocked retailers — are reported as limitations rather than silently skipped.


Honest limitations

  • Paywalled and login-walled pages (e.g. some news, GitHub /commits views) can't always be read.
  • Retailers that hard-block scraping (Amazon, Walmart, TikTok) may return nothing rather than guessed data.
  • search fast-lane results are partial by design; fetch is the primary answer path.

Pricing

  • Trial: free (sign up at ransack.tools/trial).
  • Paid: plans are opening once billing is verified.

License

This repository is documentation and configuration only. The service at ransack.tools is proprietary.

Comments

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