InferMap
Rank #8,555io.github.benseverndev-oss/infermap
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.
InferMap is a Model Context Protocol (MCP) server published by benzsevern. It ranks #8,555 of 115,591 servers tracked on MCP Toplist. InferMap is listed across 2 registries — Official MCP and PulseMCP, with 9 tracked versions. It was first listed on Mar 29, 2026 and most recently updated on Aug 16, 2026.
Ranks ahead of 107,036 of 115,591 servers on MCP Toplist.
Use InferMap
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add --transport http infermap https://infermap-mcp-production.up.railway.app/mcp/claude mcp add infermap -- uvx infermap[mcp_servers.infermap]
url = "https://infermap-mcp-production.up.railway.app/mcp/"Add to ~/.codex/config.toml.
[mcp_servers.infermap]
command = "uvx"
args = ["infermap"]Add to ~/.codex/config.toml.
https://infermap-mcp-production.up.railway.app/mcp/Settings → Connectors → “Add custom connector”, then paste this URL.
{
"mcpServers": {
"infermap": {
"command": "uvx",
"args": [
"infermap"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"infermap": {
"url": "https://infermap-mcp-production.up.railway.app/mcp/"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"mcpServers": {
"infermap": {
"command": "uvx",
"args": [
"infermap"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"infermap": {
"type": "http",
"url": "https://infermap-mcp-production.up.railway.app/mcp/"
}
}
}Save as .vscode/mcp.json in your workspace.
{
"servers": {
"infermap": {
"type": "stdio",
"command": "uvx",
"args": [
"infermap"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"infermap": {
"serverUrl": "https://infermap-mcp-production.up.railway.app/mcp/"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"infermap": {
"command": "uvx",
"args": [
"infermap"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"infermap": {
"url": "https://infermap-mcp-production.up.railway.app/mcp/"
}
}
}{
"mcpServers": {
"infermap": {
"command": "uvx",
"args": [
"infermap"
]
}
}
}Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.benseverndev-oss%2Finfermap)<a href="https://mcptoplist.com/server/io.github.benseverndev-oss%2Finfermap"><img src="https://mcptoplist.com/badge/io.github.benseverndev-oss%2Finfermap.svg" alt="MCP Toplist: Top 10% of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry (1 delisted)
benzsevern
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Available versions (9)
| Version | Published |
|---|---|
| 0.7.0 | Aug 16, 2026 |
| 0.5.0 | Jun 1, 2026 |
| 0.4.0 | May 11, 2026 |
| 0.3.5 | Apr 12, 2026 |
| 0.3.4 | Apr 10, 2026 |
| 0.3.3 | Apr 10, 2026 |
| 0.3.2 | Apr 10, 2026 |
| 0.3.1-1 | Apr 10, 2026 |
| 0.3.1 | Apr 10, 2026 |
Frequently asked questions
- Who maintains InferMap?
- InferMap is maintained by benzsevern, which publishes 7 MCP servers (63 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 9 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.