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KOLADA-MCP

Verified Safe

by KSAklfszf921

Overview

Provides LLMs and AI chatbots with direct access to over 5,000 Key Performance Indicators and statistical data for all 290 Swedish municipalities and 21 regions from the Kolada API.

Installation

Run Command
MCP_MODE=http npx kolada-mcp-http

Environment Variables

  • MCP_MODE
  • PORT
  • KOLADA_API_BASE_URL
  • KOLADA_RATE_LIMIT
  • KOLADA_TIMEOUT
  • LOG_LEVEL

Security Notes

All tools are explicitly marked as read-only and idempotent, indicating no destructive operations or external side effects, which is a strong security positive. The project includes comprehensive automated security scanning tools (CodeQL, GitGuardian, TruffleHog, Bearer SAST, Dependabot, npm audit) and a detailed `SECURITY.md` policy for vulnerability reporting. It also adheres to best practices like using environment variables for sensitive configurations and implementing rate limiting with retries for the upstream API. However, the HTTP/SSE endpoints (`/mcp`, `/sse`) are configured for 'Open Access (No authentication)' in the provided source code, meaning any client can call the tools without authentication. While this may be an intentional design choice for publicly available data, it relies on external mechanisms (e.g., API Gateway) for access control if required, and may expose the service to unmanaged consumption and potential DoS if not protected externally. The `render.yaml` mentions an `MCP_AUTH_TOKEN` but it is not enforced by the application for these endpoints in the analyzed code.

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Stats

Interest Score39
Security Score8
Cost ClassMedium
Avg Tokens750
Stars8
Forks1
Last Update2026-01-19

Tags

MCPKoladaSwedish statisticsKPILLM integration