python-ai-kit
Python boilerplate for creating AI agents, MCP servers, API microservices and monolith services. All in one!
agenttemplateboilerplatemcphealthcarestarter-kitpython-aipydantic-ai
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Overview
Python AI Kit is a production-ready framework for building AI agents with built-in multi-agent orchestration, state management, observability and structured prompt versioning. Built on FastAPI and SQLAlchemy with integrated testing, security hardening and MLOps patterns, it helps teams ship fast by solving common integration challenges and providing standardized patterns for the entire agent development lifecycle across microservices, monoliths, MCP servers and standalone agents.
Features
multi-agent-orchestrationstate-managementobservabilitystructured-prompt-managementautomated-evaluation-pipelineprompt-versioningbuilt-in-testing-patternscode-standards-enforcementsecurity-hardenedartifact-managementworkflow-controlmlops-pipelinetool-ecosystemstandard-interfaces
Feature Flags
ecommerceauthorizationloggingErrorTrackingaiapiDocsformsValidationlogging
Recommended Use Cases
ai-agent-developmentmulti-agent-systemsmicroservice-apismcp-servershealthcare-aiproduction-ai-systems
Frontend
streamlit
Backend
fastapipythonsqlalchemypydantic-ai
Auth Providers
None
Deployment Targets
None
Payment Providers
None
Quick Facts
Stack
Framework
fastapi
Language
python
Database
sqlalchemy
ORM
sqlalchemy
Testing
ragas, opik
Monitoring
pydantic-logfire, opik
Logging
pydantic-logfire
Data Layer
Databases
sqlalchemy
ORM
sqlalchemy
UI Stack
Components
streamlit
Developer Experience
Docker
No
Tests
Yes
Quickstart
Yes
env.example
No
Pricing
Classification
free
Selected
—
Notes
Open source template