Koskamo

onet-match MCP

Maps free text such as job titles, resumes, job postings, skills, and interests to O*NET occupations. It uses a fine-tuned bi-encoder and cross-encoder reranker over 923 O*NET 31.0 occupations to provide ranked results with key tasks, skills, knowledge, RIASEC interests, and calibrated confidence scores. The server runs locally, is open source under MIT license, and requires no API key or account.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

onet-match MCP logo, by Benjamin-V-ChanCommunity listingLocal stdioSource reviewed; not executedPublished by Benjamin-V-Chan
Vendor documentation

What you can do with it

  • Career exploration by matching personal interests or project descriptions to occupations
  • Skills-based hiring by mapping required skills to relevant job titles
  • Resume parsing to identify candidate occupations from experience bullets
  • Job-posting normalization to standardize titles and requirements

Source and maintenance

Community listingRegistry 0.3.4
mcp-registry: io.github.Benjamin-V-Chan/onet-match@0.3.4Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

onet-match 0.3.4

pypiuvx
onet-match package definition
{
  "version": "0.3.4",
  "transport": "stdio",
  "identifier": "onet-match",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "packageArguments": [
    {
      "type": "positional",
      "value": "mcp"
    }
  ],
  "runtimeArguments": [
    {
      "name": "--from",
      "type": "named",
      "value": "onet-match[mcp]"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "onet-match-mcp": {
      "command": "uvx",
      "args": [
        "onet-match==0.3.4",
        "mcp"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "onet-match-mcp": {
      "command": "uvx",
      "args": [
        "onet-match==0.3.4",
        "mcp"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "onet-match-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "onet-match==0.3.4",
        "mcp"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "onet-match-mcp": {
      "command": "uvx",
      "args": [
        "onet-match==0.3.4",
        "mcp"
      ]
    }
  }
}

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