{"id":"robryanx-temporal-mcp-server","name":"temporal-mcp-server","af_score":42.8,"security_score":36.2,"reliability_score":22.5,"what_it_does":"Provides an MCP server that connects to a Temporal server to expose Temporal workflow history via an MCP tool (workflow_history) and a documentation-like MCP resource (test://resource).","best_when":"You need an MCP-compatible way to fetch Temporal workflow history for debugging/analysis and you can control access to the MCP server and Temporal backend.","avoid_when":"You cannot restrict access to potentially sensitive workflow history data, or you require robust documented error semantics, rate limiting, and pagination behavior.","last_evaluated":"2026-04-04T21:21:27.384426+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Tool interface is only lightly documented; argument validation, required fields beyond workflow_id/run_id, and response format are not specified in README.","No guidance on pagination/limits for large histories; agents may need to handle truncation or timeouts if the server returns limited history.","No documented retry/backoff behavior; agents should implement safe retries on transient failures only."],"error_quality":0.0}