tyomarkkinatori_mcp_server
Verified Safeby markusnieminen1
Overview
An MCP server to query Finnish labor market job listings from the Työmarkkinatori API based on user-provided location and occupation criteria.
Installation
docker run --interactive --rm --read-only --cap-drop=ALL --env -it ghcr.io/markusnieminen1/tyomarkkinatori_mcp_server/tyomarkkinatori_mcp:latestSecurity Notes
The server includes good security practices such as input validation for codes and municipality names, using Pydantic models for API request structure with length constraints, and a timeout for external HTTP requests. When run via Docker, it uses secure container options like `--read-only` and `--cap-drop=ALL`. No direct 'eval' or hardcoded secrets were found. Data files are local and validated at startup. However, the external API call response content is not explicitly sanitized before being returned to the LLM, which could, in theory, contain malicious content if the Työmarkkinatori API were compromised (though highly unlikely for job listings).
Similar Servers
mcp-omnisearch
Provides a unified interface for various search, AI response, content processing, and enhancement tools via Model Context Protocol (MCP).
data-commons-mcp
A server that facilitates natural language search for open-access scientific datasets and tools using a Large Language Model (LLM) and the Model Context Protocol (MCP).
data-commons-search
Provides a natural language search interface over open-access scientific datasets and tools, assisted by a Large Language Model (LLM) through the Model Context Protocol (MCP).
gradio-mcp-hack
The MCP Server provides AI agents with tools to search for job offers and analyze resumes, specifically for job seekers.