FastAPI

DeepTrade — Lets a user chat with a Telegram bot that researches stocks, drafts Upstox orders, and places them only after manual confirmation.

StatusNest — Monitors website uptime with automatic checks and detects incidents, served as a self-hosted backend.

Python Automation Starter Kits — Packages reusable Python boilerplate for scrapers, Telegram bots, Tkinter UIs, FastAPI scraping APIs and RSS broadcasting into starter kits sold as a bundle.

CivicLens AI — Answers plain-English questions about a city's adopted budget using retrieved passages from that city's official budget book, with page citations.

AI SupportPro — Answers customer support chats from company documents using retrieval and hands refund or complaint cases to human support tickets.

MILkMoney — Records public stock calls when published, timestamps them, and measures each against SPY after 20 trading sessions without later edits.

mykundli — Generates Vedic astrology birth charts and dasha timelines and connects users with a human astrologer who answers questions in a chat.

Lire — Finds manga series by name, searches torrent indexers for volumes, picks the smallest set of releases covering missing volumes, and sends them to qBittorrent and a Kavita library.

Vex (Vex's Skillgit) — Ingests code repositories into versioned, AST-chunked context that AI agents query in real time over MCP.

Calorie Dintis — Estimates meal macros and calories from a photo and logs them to a daily diary with goals adjusted for activity.

Project Manager — Manages tasks and projects for small teams with list, board, calendar and Gantt views, recurring tasks, and an offline-capable desktop app.

ReviewMind — Reviews code against a team's stored coding conventions and remembers accepted feedback for future reviews.

pre-mortem — Reviews a pending company decision against recorded past decisions and their outcomes, flagging comparable ones that went badly and citing their IDs, or refusing when no precedent exists.

Extended Mind — Saves book and article highlights from any app or browser and lets you search, filter, and map them by country and year.

ForexRecap — Syncs OANDA trade history automatically and reports win rate, average win and loss, breakeven win rate, P/L by session, instrument and day of week, and open risk.

codeTAC — Traces a UI action back to the components, server functions, database calls and external services behind it.

meshd — Turns FastAPI servers into a peer-to-peer mesh that shares and persists data across instances without any central or external service.

DocuPoints — Generates API documentation by scanning project source code for endpoints, request and response shapes, and middleware, without annotations.

Pingoni — Monitors API logs, errors, response times and sends email alerts via an SDK.

Adiuvare — Scores incoming API requests for risk by combining payload, behavior, identity, and context signals.

DataMan — Generates REST API endpoints with CRUD, filtering, pagination, token auth and OpenAPI docs from Django models via a CLI.

ToolRampart — Sits between AI agents and their tool calls, enforcing validation, scopes, policies, approvals, rate limits, idempotency, and audit logging.