{"id":"mkbhardwas12-mcp-bridgekit","name":"mcp-bridgekit","af_score":74.8,"security_score":52.5,"reliability_score":45.0,"what_it_does":"MCP BridgeKit is an embeddable bridge that exposes MCP stdio (JSON-RPC over stdin/stdout) tools as HTTP endpoints for web/mobile clients. It provides per-user MCP session management, timeout handling with Redis/RQ background job fallback, job polling/SSE updates, tool discovery, and a live dashboard via FastAPI.","best_when":"You need to run MCP stdio tools for many concurrent web users while surviving 30s gateway/function timeouts, and you can provide/manage a Redis instance for job/session state.","avoid_when":"You cannot deploy/manage Redis (for the queue/session pooling) or you cannot accept that auth is optional and basic (API key header) rather than a full OAuth-based authorization model.","last_evaluated":"2026-03-30T15:18:41.555611+00:00","has_mcp":false,"has_api":true,"auth_methods":["X-API-Key header (optional; disabled by default)"],"has_free_tier":false,"known_gotchas":["POST /chat can auto-queue on timeout; clients may need to poll GET /job/{job_id} or use SSE events","Requires Redis for job queue/session pooling; without it, background jobs and/or session persistence will not function","API key auth is optional and disabled by default—ensure you enable it in production"],"error_quality":null}