What is the key difference between Leadoracle and LLM Optimizer?

Leadoracle belongs to the Marketing category with cloud HTTP/SSE execution, while LLM Optimizer belongs to the Marketing category with cloud HTTP/SSE execution.

How do I install Leadoracle or LLM Optimizer in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Leadoracle and LLM Optimizer free or paid?

Leadoracle operates under a Free / Open Source model (No auth required). LLM Optimizer operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Leadoracle lists 7 tools with 1 views and 0 GitHub stars. LLM Optimizer lists 5 tools with 0 views and 10 GitHub stars.

Can I use both Leadoracle and LLM Optimizer together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Leadoracle vs LLM Optimizer

In-depth architectural comparison of the Leadoracle and LLM Optimizer 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.

At a Glance & Executive Verdict

Leadoracle

Marketing · Remote HTTP/SSE

Quality: 48/100 (Fair) | Auth: No auth required

LLM Optimizer

Marketing · Remote HTTP/SSE

Quality: 51/100 (Good) | Auth: No auth required

Verdict Summary: Choose Leadoracle if you need specialized Marketing tools running via a hosted cloud SSE transport. Choose LLM Optimizer if your workspace requires Marketing integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Leadoracle when:

You need dedicated capabilities in the Marketing domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: company_lookup, domain_info, industry_companies.

Explore Leadoracle Details

Choose LLM Optimizer when:

You need dedicated capabilities in the Marketing domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: llmopt_list_domains, llmopt_get_report, llmopt_get_visibility_score.

Explore LLM Optimizer Details

Feature & Specification Comparison

Specification	Leadoracle Marketing	LLM Optimizer Marketing
Summary	LeadOracle - 7-tool B2B lead intel MCP: enrichment, scoring, intent signals, ICP fit.	AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.
Category & Scope	Marketing	Marketing
Quality signal

Tools & Capabilities Breakdown

Leadoracle Tools (7)

company_lookup

Look up company details: registration, status, address, incorporation date.

domain_info

Domain intelligence: DNS, WHOIS, email patterns, LinkedIn/XING profile.

industry_companies

Find companies in a specific industry or sector.

person_search

Search for a person's professional profile, Wikipedia info, and news mentions.

email_finder

Generate likely email patterns for a person at a domain.

startup_search

Find recently founded startups in a sector.

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).

Leadoracle Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "leadoracle": {
      "url": "https://tooloracle.io/lead/mcp/"
    }
  }
}

LLM Optimizer Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "llm-optimizer": {
      "url": "https://llmopt.metavert.io/mcp"
    }
  }
}

Frequently Asked Questions

Leadoracle is categorized under Marketing and uses a remote streaming HTTP/SSE transport. In contrast, LLM Optimizer belongs to Marketing using remote streaming HTTP/SSE transport. Select Leadoracle when you need capabilities focused on marketing and LLM Optimizer when you require tools for marketing.

More alternatives to Leadoracle More alternatives to LLM Optimizer Marketing category hub