What is the key difference between Drillr — The financial MCP for AI agents and Token Optimizer?

Drillr — The financial MCP for AI agents belongs to the Finance & Fintech category with local stdio execution, while Token Optimizer belongs to the Finance & Fintech category with local stdio execution.

How do I install Drillr — The financial MCP for AI agents or Token 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 Drillr — The financial MCP for AI agents and Token Optimizer free or paid?

Drillr — The financial MCP for AI agents operates under a Free / Open Source model (No auth required). Token Optimizer operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Drillr — The financial MCP for AI agents lists 0 tools with 1 views and 6 GitHub stars. Token Optimizer lists 0 tools with 0 views and 1 GitHub stars.

Can I use both Drillr — The financial MCP for AI agents and Token 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.

Drillr — The financia… vs Token Optimizer

Drillr — The financia… vs Token Optimizer | AllMCPs

Feature & Specification Comparison

Specification	Drillr — The financial MCP for AI agents Finance & Fintech	T Token Optimizer Finance & Fintech
Summary	The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, alt-data.	Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable
Category & Scope	Finance & Fintech	Finance & Fintech
Quality signal	47/100 (Fair)	39/100 (Fair)
Transport Protocol	Local Subprocess (stdio)	Local Subprocess (stdio)
Auth Requirement	No auth required	No auth required
Pricing Model	Free / Open Source	Free / Open Source
Required Env Vars	None required	None required
Compatible Clients	Claude DesktopCursorWindsurfClineVS Code	Claude DesktopCursorWindsurfClineVS Code
Install path signal	`npx · high`	`uvx · high`
Engagement & Health	1 views 0 copies 0 upvotes 6 stars	0 views 0 copies 0 upvotes 1 stars
Verified / Official	Community Listing	Community Listing
Open full listing	View Drillr — The financial MCP for AI agents Listing	View Token Optimizer Listing

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).

Drillr — The financial MCP for AI agents Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "drillr-the-financial-mcp-for-ai-agents": {
      "command": "npx",
      "args": [
        "-y",
        "@smithery/cli"
      ]
    }
  }
}

Token Optimizer Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "token-optimizer": {
      "command": "uvx",
      "args": [
        "slimctx"
      ]
    }
  }
}

Drillr — The financial MCP for AI agents vs Token Optimizer

At a Glance & Executive Verdict

Which MCP Server Should You Choose?

Choose Drillr — The financial MCP for AI agents when:

Choose Token Optimizer when:

Feature & Specification Comparison

Tools & Capabilities Breakdown

Drillr — The financial MCP for AI agents Tools (0)

Token Optimizer Tools (0)

Ready-to-Paste Client Configurations

Frequently Asked Questions

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