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InferMap MCP Server

not responding

InferMap is listed as active in the registry but did not answer our last check. 159 installs a week from pypi. It exposes 3 tools. Last commit 1 May 2026.

Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.

The author archived this repository on GitHub, meaning it is no longer maintained.

Installs per day peak 62 · avg 26 · +7% w/w
a month agotoday
Uptime history 91 days of history · worst day 0%
91 days agonow
0.0%
Uptime 24h
0 of 92 checks
3
Tools
read from the server
191 ms
Response time
average over 24h
159
Installs / week
npm and PyPI

What the code does

We read the source, 6 d ago · tools taken from the live server · 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.

File ships in the package but is absent from the source [пакет] infermap/_native_loader.py:1, [пакет] infermap/detect.py:1, [пакет] infermap/domain_pack.py:1 и ещё 3
этот файл ставится пользователю, но в репозитории его нет

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

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 2 min ago.

run in your terminal
claude mcp add infermap --transport http https://infermap-mcp-production.up.railway.app/mcp/
Settings → Connectors → Add custom connector, then paste this address
https://infermap-mcp-production.up.railway.app/mcp/
~/.codex/config.toml
[mcp_servers.infermap]
url = "https://infermap-mcp-production.up.railway.app/mcp/"
.cursor/mcp.json
{
  "mcpServers": {
    "infermap": {
      "url": "https://infermap-mcp-production.up.railway.app/mcp/"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "infermap": {
      "type": "http",
      "url": "https://infermap-mcp-production.up.railway.app/mcp/"
    }
  }
}

Available tools 3

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

add
add
Adds two numbers and returns the sum.
echo
echo
Echoes the provided text back to the caller.
server
server_time
Returns the current server time (ISO 8601, UTC).

Endpoints

URLTransportStateLatencyChecked
https://infermap-mcp-production.up.railway.app/mcp/ streamable-http answering 191 ms 2 min ago

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InferMap — questions

Answers built from our own checks of this server.

What can InferMap do?
It exposes 3 tools, read directly from the server on our last check. Among them: add, echo, server_time. 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 InferMap working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 0 of 92 checks got a reply (0.0%), average response time 191 ms. The bar chart above shows every period we have measured.
Is InferMap still maintained?
The author archived this repository on GitHub, meaning it is no longer maintained. We show this because it changes what you can expect: an unmaintained server may keep answering for months and then stop without warning.
The registry lists InferMap as active — why does it not respond?
The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.
How do I connect InferMap?
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 is a remote server, so there is nothing to install — the client connects to the address.
Does InferMap need an API key?
No. InferMap completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 3 of them are readable on this page. This is what we observed, not what the docs claim.
How many people use InferMap?
The pypi package infermap was installed 159 times in the last week. Week over week that is +7%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is InferMap open source?
The code is open source: it is published under the MIT licence, written in Python and 0 stars on GitHub. The licence covers the code in the repository, not the hosted service at infermap-mcp-production.up.railway.app, which runs on its operator's own terms.