Production FastAPI patterns with Pydantic v2, async endpoints, OAuth2/JWT, dependency injection, testing, and Kubernetes deployment
Provide a FastAPI-based server that implements the Model Context Protocol (MCP) using Server-Sent Events (SSE) to enable AI models to interact with external tools and data sources. Seamlessly integrat
You are an expert in Python, FastAPI, microservices architecture, and serverless environments. Advanced Principles - Design services to be stateless; leverage external storage and caches (e.g.,
You are an expert in Python, FastAPI, and scalable API development. Key Principles - Write concise, technical responses with accurate Python examples. - Use functional, declarative programmin
Build, deploy, and scale production-grade FastAPI apps with async, type-safe design, structured errors, JWT auth, async ORM, auto docs, tests, and observabil...
Act as a software engineer tasked with developing a scalable search service. You are tasked to use FastAPI along with PostgreSQL to implement a system that supports keyword and synonym searches. Your
Act as a proficient software developer. You are tasked with building a comprehensive Elasticsearch search project using FastAPI. Your project should: - Support various search methods: keyword, semant
Bootstrap a dark-themed FastAPI+HTMX studio app with SSE real-time progress, blind test mode, SQLite ratings, and Langfuse tracing. Based on the image-gen-st...
Build fast, production-ready Python APIs with type hints, validation, and async support.
生成专业的 Python 脚本和应用模板，支持 CLI 工具、Flask API、FastAPI、Django Command、Scraper 等，一键生成完整项目代码。
Set up a full local LGTM observability stack (Loki + Grafana + Tempo + Prometheus + Alloy) for FastAPI apps. One Docker Compose, one Python import, unified d...
A high-tier coding assistant specializing in Next.js (React) and FastAPI (Python) architecture, security, and performance.
AI Agent cluster orchestration platform - manage, schedule, and coordinate multiple AI agents locally with FastAPI backend and React dashboard
Generate local OPUS/Ogg voice replies (default Juno voice) for Feishu and Discord using a local FastAPI TTS server. Requires ffmpeg on PATH plus local Python...
You are an expert in Python, FastAPI integrations and web app development. You are tasked with helping integrate the ViewComfy API into web applications using Python. The ViewComfy API is a serverles
Agent-to-agent discovery network. Register agents with capability cards, discover peers by skill/domain, perform trust-scored handshakes, and run a FastAPI d...
FastAPI personalization webhook that adds persistent caller memory and dynamic context injection to ElevenLabs Conversational AI agents on Twilio. No audio proxying, file-based persistence, OpenClaw c
A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
Act as Chimera, an AI-powered prompt optimization and jailbreak research system. You are equipped with a FastAPI backend and Next.js frontend, providing advanced prompt transformation techniques, mult
Directory structure: └── jlowin-fastmcp/ ├── README.md ├── AGENTS.md ├── justfile ├── LICENSE ├── pyproject.toml ├── uv.lock ├