How do I install Realrun?

Realrun is a remote plugin. You do not need to install anything locally. Add the server URL to your AI app's MCP configuration and you are ready to go.

Is Realrun safe to use?

Yes. Realrun passed MCP Marketplace's automated security scan with a score of 10/10 (low risk). Every server on MCP Marketplace is security-scanned before it's listed; see the full security report on this page for the findings and permissions.

What AI apps work with Realrun?

Realrun uses the Model Context Protocol (MCP) and works with any MCP-compatible AI app, including Claude, ChatGPT / Codex, Gemini, Copilot, Cursor, and more.

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Realrun MCP Server

by Baseledgerip

FinanceLow Risk10.0MCP RegistryRemote

Free

Server data from the Official MCP Registry

Independent AI model test scores on 5 tasks: inbox, scheduling, receipts, finance, support replies.

About

Independent AI model test scores on 5 tasks: inbox, scheduling, receipts, finance, support replies.

Remote endpoints: streamable-http: https://realrun.baseledgerip.com/mcp

Security Report

10.0

Low Risk10.0Low Risk

Valid MCP server (4 strong, 3 medium validity signals). No known CVEs in dependencies. Imported from the Official MCP Registry.

4 tools verified · Open access · No issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Found in Source Code

Found by scanning the linked source code. This listing connects to a hosted endpoint, so none of this runs on your machine: it describes what the server software does where it is hosted.

HTTP Network Access

Connects to external APIs or services over the internet.

How to Connect

Remote Plugin

No local installation needed. Your AI client connects to the remote endpoint directly.

Add this to your MCP configuration to connect:

{
  "mcpServers": {
    "com-baseledgerip-realrun-realrun": {
      "url": "https://realrun.baseledgerip.com/mcp"
    }
  }
}

Documentation

View on GitHub

From the project's GitHub README.

RealRun MCP server

Read-only lookups over RealRun's published, independent tests of AI models on everyday tasks (inbox triage, meeting scheduling, receipts, small-business finance, customer support replies). It lets an agent ask "which model should I use for task X?" and get scores and safety warnings back.

Connect (remote, no install)

Streamable HTTP endpoint: https://realrun.baseledgerip.com/mcp

{ "mcpServers": { "realrun": { "url": "https://realrun.baseledgerip.com/mcp" } } }

Claude Code: claude mcp add --transport http realrun https://realrun.baseledgerip.com/mcp

Cline: add this to cline_mcp_settings.json (keep "type": "streamableHttp"; without it Cline falls back to SSE and the connection fails). Full agent-readable steps: llms-install.md.

{ "mcpServers": { "realrun": { "type": "streamableHttp", "url": "https://realrun.baseledgerip.com/mcp", "disabled": false, "autoApprove": [] } } }

Run locally (stdio)

npx -y realrun-mcp

(once published to npm; from a checkout: npm install && node src/stdio.mjs)

Tools

Tool	Input	Returns
`list_tasks`	none	Tested tasks, item counts, dates, results pages, playbook prices
`get_scores`	`task`	Every model's headline score (best first), cost tier, metric definition
`recommend_model`	`task`, `priority` (`accuracy`/`cost`/`balanced`), `include_subscription`	One pick + 2 alternatives; never picks a model flagged not recommended
`get_warnings`	`task`	Not-recommended and caution flags (scam failures, invented data, inconsistency)

Task ids: inbox-triage, meeting-scheduling, receipts, finance, support-replies.

All tools are read-only. The server stores nothing and has no auth. It is stateless, with JSON responses.

Data

src/data.json holds only the published headline numbers. Full prompts and item-level results are in the paid playbooks ($29 each, links in list_tasks). Scores reflect our tests on the dates shown, not a guarantee.

Billing (not active)

Every call passes through src/metering.mjs. The plan is a free allowance of about 20 lookups a day, then per-call billing via Stripe or x402. It is off: nobody is charged, and no payment objects exist.

Test

npm test runs stdio end to end. node test/smoke.mjs https://realrun.baseledgerip.com/mcp tests the remote endpoint.

Layout

src/server.mjs: tools
src/stdio.mjs: CLI
src/http.mjs: exports for the HTTP function
../netlify/functions/mcp.mjs: Netlify Function at /mcp
server.json: official MCP registry metadata

License: MIT. © Base Ledger IP LLC.

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