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RealRun MCP Server

by baseledgerip-realrun Your server? Claim it
answering

RealRun is answering right now. Last checked 8 min ago. It exposes 4 tools.

Independent test scores for AI models on everyday tasks: inbox, scheduling, receipts.

Uptime history 28 hours of history
28 hours agonow
100.0%
Uptime 24h
91 of 91 checks
4
Tools
read from the server
851 ms
Response time
average over 24h
open, no key
Access
streamable-http

Nothing serious here today

Today is the operative word: we check RealRun every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 8 min ago.

run in your terminal
claude mcp add realrun --transport http https://realrun.baseledgerip.com/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "realrun": {
      "url": "https://realrun.baseledgerip.com/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.realrun]
url = "https://realrun.baseledgerip.com/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "realrun": {
      "url": "https://realrun.baseledgerip.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "realrun": {
      "url": "https://realrun.baseledgerip.com/mcp"
    }
  }
}

Available tools 4

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

recommend
recommend_model
Recommend which AI model to use for a task given a priority: 'accuracy', 'cost' or 'balanced'. Never recommends models RealRun flagged as not recommended.
scores
get_scores
Headline scores for every model RealRun tested on a task, best first, with cost tier and the metric definition.
tasks
list_tasks
List the everyday tasks RealRun has tested AI models on, with item counts, test dates, results pages and playbook prices.
warnings
get_warnings
Models RealRun flagged as not recommended or needing caution on a task (scam failures, invented data, inconsistency).

Endpoints

URLTransportStateLatencyChecked
https://realrun.baseledgerip.com/mcp streamable-http answering 682 ms 8 min ago

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RealRun — questions

Answers built from our own checks of this server.

What can RealRun do?
It exposes 4 tools, read directly from the server on our last check. Among them: get_scores, get_warnings, list_tasks, recommend_model. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is RealRun working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 851 ms. The bar chart above shows every period we have measured.
How do I connect RealRun?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does RealRun need an API key?
No. RealRun completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 4 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is RealRun?
It answers our handshake in 851 ms on average, which is faster than 9% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.