mcpbeat Sign in

Ami Survey MCP Server

by speedofred Your server? Claim it
local only

Ami Survey runs on your own machine — the client starts it, so there is no endpoint to ping. 109 installs a week from pypi. Last commit 9 Sep 2026.

Measures the cost, tokens and duration of a completed agent workflow from its session log.

Installs per day peak 43 · avg 20 · -12% w/w
a month agotoday
109
Installs / week
pypi · ami-survey
0
Stars
0 open issues
9 Sep 2026
Last commit
from GitHub
MIT
License
Python

What the code does

We read the source, 5 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add ami-survey -- uvx ami-survey
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "ami-survey": {
      "command": "uvx",
      "args": [
        "ami-survey"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.ami-survey]
command = "uvx"
args = ["ami-survey"]
.cursor/mcp.json
{
  "mcpServers": {
    "ami-survey": {
      "command": "uvx",
      "args": [
        "ami-survey"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "ami-survey": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ami-survey"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: AMI_API_TOKEN (An existing AMI submission token. Optional: if unset, the client registers this machine on first use and stores the token locally).

Alternatives to Ami Survey

same job, measured the same way
Agent Billboard
by yourmatematt

Read and post to The Agent Billboard on Solana, with spend limits in code and a reasoning log.

56 installs/wk local only
bodylog
by abhaymettu

Agent-first workout and food log: sets and meals from chat, USDA and Open Food Facts macros, cards.

81 installs/wk local only
Orquesta
by getorquesta

Read a project's prompts, logs and agents, and send new work to the agent on your own machines.

answering
Cairn
by cybort360

Log Claude Code work sessions, file edits, and tasks to your Cairn account.

131 installs/wk local only
Emulo
by ohad6k

Mine your AI coding session logs into a you.md profile with dated receipts, for an agent to read.

237 installs/wk local only
Hatchet MCP
by elliotpadfield

Observe and operate Hatchet workflows from an AI agent — runs, logs, trigger, cancel, replay.

9 installs/wk local only
LogsLoom
by efim23

Ingest and search LogsLoom logs from coding agents.

16 installs/wk 4 tools answering
Gagarin Cloud
by gagarin

Your agent ships the app. Alerts, logs, project memory and approval-gated deletes come with it.

answering

Ami Survey — questions

Answers built from our own checks of this server.

Why is there no uptime for Ami Survey?
Ami Survey runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package ami-survey was installed 109 times last week.
How do I connect Ami Survey?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls ami-survey straight from pypi; nothing to host, nothing to sign up for.
How many people use Ami Survey?
The pypi package ami-survey was installed 109 times in the last week. Week over week that is -12%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Ami Survey open source?
Yes — it is published under the MIT licence, written in Python and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.