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MCP Research Server

by Hi-im-Connect
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

MCP Research Server

AI-powered web research tools for Claude Desktop, Cursor, and any MCP-compatible client.

Works with OpenRouter (free) or Anthropic API.

Tools

research_company

Deep company intelligence — website analysis + AI synthesis.

What does Linear do and who are their competitors?
→ Uses research_company("Linear", url="linear.app")

Returns: description, industry, business model, size estimate, products, pricing model, competitors, strengths.

summarize_url

Fetch and summarize any URL in concise/detailed/bullets format.

Summarize this blog post: https://...
→ Uses summarize_url(url, style="bullets")

compare_companies

Side-by-side comparison of 2-3 companies.

Compare Notion vs Linear vs Asana
→ Uses compare_companies(["Notion", "Linear", "Asana"])

Returns: markdown comparison table + conclusion.

extract_data

Extract specific structured data from any webpage.

Extract the pricing plans from https://vercel.com/pricing
→ Uses extract_data(url, extraction_goal="pricing plans")

Returns: JSON of extracted data.

Related MCP server: Kryfto

Install

pip install openai mcp httpx beautifulsoup4

Claude Desktop Config

Option A: OpenRouter (Free — recommended)

{
  "mcpServers": {
    "research": {
      "command": "python3",
      "args": ["/path/to/server.py"],
      "env": {
        "OPENROUTER_API_KEY": "your-openrouter-key"
      }
    }
  }
}

Get a free OpenRouter key at openrouter.ai — no credit card required for free models.

Option B: Anthropic API

{
  "mcpServers": {
    "research": {
      "command": "python3",
      "args": ["/path/to/server.py"],
      "env": {
        "ANTHROPIC_API_KEY": "your-key-here"
      }
    }
  }
}

Cost

  • OpenRouter free models: $0.00/call — completely free

  • Anthropic Haiku: ~$0.001-0.005/call

Requirements

  • Python 3.10+

  • OPENROUTER_API_KEY (free) or ANTHROPIC_API_KEY

License

MIT

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources

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