{"id":"aviveldan-datagov-mcp","name":"datagov-mcp","af_score":72.7,"security_score":41.2,"reliability_score":48.8,"what_it_does":"datagov-mcp is an MCP server (FastMCP) that exposes Model Context Protocol tools to interact with the Israeli public CKAN-based data portal (data.gov.il). It provides CKAN dataset/organization/resource search and retrieval tools plus convenience data fetching and additional visualization tools (dataset profiling, Vega-Lite chart generation, and Leaflet map generation).","best_when":"You want an agent to browse and analyze public datasets from data.gov.il and produce visual outputs (charts/maps) with minimal custom coding.","avoid_when":"You need strict authentication/authorization, contractual SLAs, or strong guarantees about output validation beyond basic profiling/visualization.","last_evaluated":"2026-03-30T13:42:48.057418+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Tools that rely on resource_id require correct identification of the CKAN resource; failures may occur if the chosen resource is not suitable for profiling/visualization.","Visualization outputs depend on field types (e.g., coordinate fields for maps); agents may need to run dataset_profile first.","Upstream CKAN behavior (rate limits, timeouts, occasional 5xx) is not documented for the MCP layer; retry behavior is implied via HTTP client retries for 5xx."],"error_quality":null}