# pydantic/pydantic-ai > Python AI SDK with a typed agent loop: swap models with a string, plus realtime voice, image generation, embeddings, and Temporal/DBOS/Prefect integrations. - Magnitude: 2.4 out of 10 — Steady - Stars: 20,287 total · +11 stars today, ≈ 20 by evening - Star trust: star growth looks organic - Category: AI agents · Language: Python · License: MIT · Created: 2024-06-21 · Last push: 2026-09-30 - GitHub: https://github.com/pydantic/pydantic-ai · Homepage: https://pydantic.dev/pydantic-ai · Page: https://gitnova.dev/en/r/pydantic/pydantic-ai ## Useful for - Build a typed agent for structured data extraction from text - Run a coding agent in the terminal with file and shell access - Attach an agent to Temporal for long-running background workflows ## Why it’s here - 11 stars so far today, about 20 expected by the end of the day. - GitHub Trending Python today: #11, +24 stars. - About 16 forks a day — people are taking the code. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 2,832 - Issues and pull requests: 9,192 - Watchers: 124 - Average over the last week: 25 per day - Usual pace: 24 per day - Stars in the last hour (measured): 3 - Latest release: v2.52.0 (2026-09-30) ## Stars per day, last 30 days (oldest → newest, today is partial) 2026-09-01 … 2026-09-30: 25, 35, 23, 22, 10, 14, 25, 36, 24, 21, 16, 19, 26, 30, 32, 20, 26, 16, 30, 19, 32, 21, 12, 29, 22, 22, 23, 28, 29, 11 ## Spotted in now - GitHub Trending Python today: #11, +24 stars ## More in this category 1. **NVIDIA/OpenShell** — 8.3 · Breakout · AI agents · Rust · +684 stars today, ≈ 1,141 by evening A safe, private runtime for autonomous AI agents: isolated sandbox containers governed by declarative YAML policies restricting filesystem, network, and process access. Manages credential injection for agents like Claude, Codex, OpenCode,… Full card: https://gitnova.dev/en/r/NVIDIA/OpenShell.md 2. **feder-cr/dots** — 8.2 · Early signal · AI agents · Python · +935 stars today, ≈ 1,374 by evening Open-source web AI agent with its own patched Firefox browser that avoids detection and blocking. The model is swappable via OpenRouter, while the browser keeps a consistent identity and persistent sessions. Full card: https://gitnova.dev/en/r/feder-cr/dots.md 3. **paperclipai/paperclip** — 7.3 · Peaking · AI agents · TypeScript · +323 stars today, ≈ 662 by evening Open-source Node.js and React platform for orchestrating a team of AI agents: goals, org chart, budgets, tickets and audit. Suits teams running autonomous agents (Claude Code, Codex, Cursor, etc.) and wanting to manage them like employees. Full card: https://gitnova.dev/en/r/paperclipai/paperclip.md 4. **yetone/magpie** — 7.2 · Breakout · AI agents · Go · +403 stars today, ≈ 784 by evening A menu-bar utility for macOS/Linux/Windows that lets you pick the model for each AI agent (Codex, Claude Code, Gemini CLI, etc.) and runs a local gateway translating OpenAI and Anthropic APIs between agents and providers. Full card: https://gitnova.dev/en/r/yetone/magpie.md 5. **rehan-remade/universal-modder** — 7.1 · Early signal · AI agents · Python · +349 stars today, ≈ 486 by evening A set of skills, tools and the fal MCP for Claude Code that lets it mod almost any PC game: engine recon, reverse engineering, asset generation, in-game testing and showcase video recording. Full card: https://gitnova.dev/en/r/rehan-remade/universal-modder.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-09-30 14:35 UTC, updated every 30 minutes.