RealRun

com.baseledgerip.realrunPublished by realrun.baseledgerip.comOfficial publisherv0.1.1Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableAI & ML

Overview

RealRun's hosted MCP server (realrun.baseledgerip.com), published by realrun.baseledgerip.com; no sign-in required; Streamable HTTP; 4 tools.

No AI overview yet: these facts come from the registry entry and the server itself.

Publisher
realrun.baseledgerip.com
Endpoint
realrun.baseledgerip.com
Last checked

Installation

In SourceWeft

  1. Open RealRun in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.baseledgerip.realrun%2Frealrun/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

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

README

RealRun MCP server

[RealRun logo]

[Listed on mcpservers.org]

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

json
{ "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.

json
{ "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

ToolInputReturns
list_tasksnoneTested tasks, item counts, dates, results pages, playbook prices
get_scorestaskEvery model's headline score (best first), cost tier, metric definition
recommend_modeltask, priority (accuracy/cost/balanced), include_subscriptionOne pick + 2 alternatives; never picks a model flagged not recommended
get_warningstaskNot-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.

Source: README.md at commit c13cc94

Tools

4

list_tasks

List tested tasks

List the everyday tasks RealRun has tested AI models on, with item counts, test dates, results pages and playbook prices.

Takes no parameters.

get_scores

Get model scores for a task

Headline scores for every model RealRun tested on a task, best first, with cost tier and the metric definition.

Parameterstaskrequired

recommend_model

Recommend a model for a task

Recommend which AI model to use for a task given a priority: 'accuracy', 'cost' or 'balanced'. Never recommends models RealRun flagged as not recommended.

Parameterstaskrequiredpriorityinclude_subscription

get_warnings

Get safety warnings for a task

Models RealRun flagged as not recommended or needing caution on a task (scam failures, invented data, inconsistency).

Parameterstaskrequired

Version history

2
  1. v0.1.1LatestOct 19, 2026
  2. v0.1.0Oct 15, 2026

Score

100% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts