SERVER

InferMap

Rank #12,465

io.github.benzsevern/infermap

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

First listed
Mar 29, 2026
Last publish date
Aug 16, 2026
OVERVIEW

InferMap is a Model Context Protocol (MCP) server published by benzsevern. It ranks #12,465 of 130,833 servers tracked on MCP Toplist. InferMap is listed across 2 registries — Official MCP and PulseMCP, with 4 tracked versions. It was first listed on Mar 29, 2026 and most recently updated on Aug 16, 2026.

STANDING
#12,465of 130,833 tracked serversTop 10%

Ranks ahead of 118,368 of 130,833 servers on MCP Toplist.

CONNECT

Use InferMap

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Remote · HTTP
claude mcp add --transport http infermap https://infermap-mcp-production.up.railway.app/mcp/
Python package (PyPI)
claude mcp add infermap -- uvx infermap
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MCP Toplist: Top 10% of 130,833
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.benzsevern%2Finfermap.svg)](https://mcptoplist.com/server/io.github.benzsevern%2Finfermap)
HTML
<a href="https://mcptoplist.com/server/io.github.benzsevern%2Finfermap"><img src="https://mcptoplist.com/badge/io.github.benzsevern%2Finfermap.svg" alt="MCP Toplist: Top 10% of 130,833" /></a>

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REGISTRIES

Listed on 2 registries

ORGANIZATION

benzsevern

Organization
Servers in org
5
Versions across org
29
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VERSIONS

Available versions (4)

0.5.0 · Jun 1, 20260.5.1 · Jun 24, 20260.6.0 · Jul 16, 20260.7.0 · Aug 16, 2026Jun 1, 2026Aug 16, 2026
VersionPublished
0.7.0Aug 16, 2026
0.6.0Jul 16, 2026
0.5.1Jun 24, 2026
0.5.0Jun 1, 2026
FAQ

Frequently asked questions

Who maintains InferMap?
InferMap is maintained by benzsevern, which publishes 5 MCP servers (29 total versions) tracked on MCP Toplist.
Is InferMap listed on the Official MCP Registry?
Yes — InferMap is listed on the Official MCP Registry, alongside PulseMCP.
How many versions does InferMap have?
MCP Toplist tracks 4 versions of InferMap, most recently published on Aug 16, 2026.
Where can I find the source code for InferMap?
The source code for InferMap is hosted at github.com/benzsevern/infermap.git.
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