Lens vs Agentic Research

In-depth architectural comparison of the Lens and Agentic Research MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose Lens when:

• You need dedicated capabilities in the Research domain.
• You prefer remote streaming HTTP/SSE transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: create_digital_twin_lens, add_lens_knowledge, get_lens_status.

Explore Lens Details

Choose Agentic Research when:

• You need dedicated capabilities in the Research domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Agentic Research Details

Feature & Specification Comparison

Specification	Lens Research	Agentic Research Research
Summary	Build an AI chatbot from your own content that answers with citations: FAQ, docs, coach, support.	Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
Category & Scope	Research	Research
Quality signal

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "lens-2": {
      "url": "https://app.mindola.ai/mcp/lens"
    }
  }
}

{
  "mcpServers": {
    "agentic-research": {
      "command": "uvx",
      "args": [
        "agentic-research-engine"
      ]
    }
  }
}

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