proagent-agentic-stack

Add a new tool server to an existing composite MCP server project.

Add a new LTM namespace to an existing Strands agent project.

Add a new database migration to an existing hybrid search project.

Add a new infrastructure component to an existing project's Pulumi stack.

Add OpenTelemetry tracing with Phoenix to an existing project.

Audit an existing project against Provectus agentic stack patterns and conventions.

Generate a complete pgvector hybrid search MCP server with vector + full-text scoring, migrations, and embeddings.

Generate a complete FastMCP composite server project with tool mounting, dependency injection, and ECS Fargate deployment.

Generate a complete Strands agent project with LTM/STM memory, AgentCore handler, and Bedrock deployment.

Overview of agentic stack capabilities: composite MCP servers, Strands agents with memory, hybrid pgvector search, and OTEL/Phoenix tracing.

Review and audit an existing agentic stack project against Provectus patterns and conventions.

Execute agentic stack operations: scaffold new projects, add components to existing projects, or configure tracing.

FastMCP composite server expert — scaffold projects with mount pattern, tool registration via @server.tool(), Depends() DI, lifespan context, Pydantic settings, multi-stage Docker builds, and Pulumi ECS Fargate stacks.

Hybrid pgvector search expert — scaffold services with weighted vector + full-text scoring, SQL migrations with CONCURRENTLY indexes, GIN/B-tree indexes, backfill triggers, Titan v2 embeddings, SQLAlchemy async bridge, recency boosting.

Strands Agents SDK expert — scaffold agents with LTM/STM via AgentCore Memory, namespace strategies (preferences/facts/summaries), session caching, MCP client integration, BedrockModel, Pulumi AgentCore runtime/endpoint stacks.

OTEL and Phoenix tracing expert — add setup_tracing()/shutdown_tracing() lifecycle, configure gRPC exporters, add custom spans with _tracer.start_as_current_span(), integrate Strands OpenInference processor, Phoenix docker-compose service.

Scaffold and extend production Python projects for composite MCP servers (FastMCP), Strands agents with LTM/STM memory (AgentCore), hybrid pgvector search services, and OTEL/Phoenix tracing. Use when: starting new agentic projects, adding tools/namespaces/migrations, adding observability, or reviewing agentic stack projects.

3 hooks across 2 events