What is the key difference between Contextatlas and Token Meter?

Contextatlas belongs to the Finance & Fintech category with cloud HTTP/SSE execution, while Token Meter belongs to the Finance & Fintech category with local stdio execution.

How do I install Contextatlas or Token Meter 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 Contextatlas and Token Meter free or paid?

Contextatlas operates under a Free / Open Source model (No auth required). Token Meter operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Contextatlas lists 0 tools with 0 views and 7 GitHub stars. Token Meter lists 4 tools with 0 views and 1 GitHub stars.

Can I use both Contextatlas and Token Meter 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

Contextatlas vs Token Meter

In-depth architectural comparison of the Contextatlas and Token Meter 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

Contextatlas

Finance & Fintech · Remote HTTP/SSE

Quality: 41/100 (Fair) | Auth: No auth required

Token Meter

Finance & Fintech · Local stdio

Quality: 49/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Contextatlas if you need specialized Finance & Fintech tools running via a hosted cloud SSE transport. Choose Token Meter if your workspace requires Finance & Fintech integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Contextatlas when:

You need dedicated capabilities in the Finance & Fintech domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Contextatlas Details

Choose Token Meter when:

You need dedicated capabilities in the Finance & Fintech domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: usage_summary, recent_sessions, session_tools.

Explore Token Meter Details

Feature & Specification Comparison

Specification	C Contextatlas Finance & Fintech	T Token Meter Finance & Fintech
Summary	Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.	Local-first dashboard + MCP for Claude Code and Codex token usage with per-MCP breakdown.
Category & Scope	Finance & Fintech	Finance & Fintech
Quality signal

Tools & Capabilities Breakdown

Contextatlas Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Token Meter Tools (4)

usage_summary

Daily table of token counts, USD-equivalent cost, and call counts — broken down by day and model

recent_sessions

Latest sessions with paste-ready `claude --resume` / `codex resume` commands

session_tools

Per-tool breakdown inside a session: call count, total tokens, average latency, response size

refresh_data

Re-scans your local JSONL logs for new activity, then returns a fresh summary

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).

Contextatlas Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "contextatlas": {
      "url": "https://img.shields.io/badge/Claude_Code-000?style=flat&logo=anthropic&logoColor=white"
    }
  }
}

Token Meter Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "token-meter": {
      "command": "npx",
      "args": [
        "-y",
        "@whdrnr2583/token-meter"
      ]
    }
  }
}

Frequently Asked Questions

Contextatlas is categorized under Finance & Fintech and uses a remote streaming HTTP/SSE transport. In contrast, Token Meter belongs to Finance & Fintech using local stdio subprocess. Select Contextatlas when you need capabilities focused on finance & fintech and Token Meter when you require tools for finance & fintech.

More alternatives to Contextatlas More alternatives to Token Meter Finance & Fintech category hub

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