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Top 23 Python ai-tool Projects
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browser-use
Open-source browser automation framework for AI agents. Browser Use lets AI agents control real browser sessions to complete multi-step web workflows.
browser-use: https://github.com/browser-use/browser-use
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Skill_Seekers
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
Project mention: Turn Docs, Code and PDFs into Claude AI Skills in Minutes | news.ycombinator.com | 2025-11-07 -
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claude_codex_bridge
Visible multi-agent CLI teams for Claude, Codex, Gemini, OpenCode, and Droid with project memory and tmux supervision
https://github.com/fengshao1227/ccg-workflow
This one also seems promising, but I haven't tried it yet.
https://github.com/bfly123/claude_code_bridge
All of them are made by Chinese dev. I know some people are hesitant when they see Chinese products, so I'll address that first. But I have tried all of them, and they have all been great.
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agentic-context-engine
🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai
Project mention: Show HN: LLM agents that write Python to analyze execution traces at scale | news.ycombinator.com | 2026-03-07 -
Project mention: Show HN: OPC Skills – 9 AI agent skills for solopreneurs (Claude Code, Cursor) | news.ycombinator.com | 2026-01-23
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tokentap
Intercept LLM API traffic and visualize token usage in a real-time terminal dashboard. Track costs, debug prompts, and monitor context window usage across your AI development sessions.
Project mention: A MitM proxy to see what your LLM tools are sending | news.ycombinator.com | 2026-01-28Looks like it's implemented that way already?
https://github.com/jmuncor/sherlock/blob/fb76605fabbda351828...
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claude-code-skill-factory
Claude Code Skill Factory — A powerful open-source toolkit for building and deploying production-ready Claude Skills, Code Agents, custom Slash Commands, and LLM Prompts at scale. Easily generate structured skill templates, automate workflow integration, and accelerate AI agent development with a clean, developer-friendly setup.
Claude Skill Factory
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humanize-text
Free open-source AI text humanizer to convert AI-generated content into undetectable, human-like writing. Bypass Turnitin, GPTZero, and all major AI detectors. No sign-up required. Try our unlimited free online tool
Project mention: Lynote Humanize Text – Open-source AI text humanization toolkit | news.ycombinator.com | 2026-05-24 -
stealth-browser-mcp
The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.
Project mention: Show HN: Vibium – Browser automation for AI and humans, by Selenium's creator | news.ycombinator.com | 2025-12-24Maybe this is something: https://github.com/vibheksoni/stealth-browser-mcp
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Project mention: Beyond package management: How Nix refactored my digital life | news.ycombinator.com | 2025-09-11
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code-on-incus
Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically..
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Project mention: How to create a digital twin of yourself that joins low-value meetings for you | dev.to | 2025-07-21
So, now you only need to worry about how I could get the agent into a video conference. Enter joinly, an open-source project I'm currently working on with two friends: It is a connector middleware specifically designed to enable AI agents to actively participate in video calls. How does it work? Ultimately, joinly is also just an MCP server that you can host yourself, providing your agent with essential meeting tools (such as speak_text and send_chat_message) alongside automatic real-time transcription.
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ai-development-patterns
A comprehensive collection of AI development patterns for building software with AI assistance, organized by implementation maturity and development lifecycle phases. Includes Foundation, Development, and Operations patterns with practical examples and anti-patterns.
Project mention: Customizing Claude Code: What I Learned from Losing Everything | dev.to | 2025-09-01Some of my customizations were inspired by my patterns at https://github.com/PaulDuvall/ai-development-patterns.
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flyto-core
The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
Project mention: Show HN: What if YAML was a programming language? (412 built-in modules) | news.ycombinator.com | 2026-02-24 -
rigorous
A comprehensive suite of tools, built to liberate science by making the creation, evaluation, and dissemination of research more transparent, affordable, and efficient.
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cairn
A background agent system for automating end-to-end software engineering tasks, direct from your github repos.
Project mention: Show HN: Kanban-Board agent management for software dev agents, open source | news.ycombinator.com | 2025-06-29 -
slowql
SQL static analyzer for performance, security, compliance and cost. 272 rules. Completely offline. Works in CI pipelines.
Project mention: SlowQL – stop bad SQL before it reaches production | news.ycombinator.com | 2026-03-09- Quality (30 rules): naming, deprecated syntax, style
171 rules total. 873 tests. Zero telemetry. Your SQL never leaves your machine.
pip install slowql && slowql
I spent serious time on the terminal experience — health score gauge, severity heat map, keyboard navigation. It sounds like a detail but it drives actual adoption.
GitHub: https://github.com/makroumi/slowql
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agentor
Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.
Project mention: Show HN: Built an open-source SDK to simplify tool authentication for AI Agents | news.ycombinator.com | 2025-10-11 -
superlocalmemory
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588
Memory: SLM-Lite cognitive memory, powered by SuperLocalMemory — backed by 3 peer-reviewed papers (arXiv:2604.04514, arXiv:2603.14588, arXiv:2603.02240). SQLite-backed, fully local. Episodic memory, semantic recall via embeddings (new in v2.2.0), working memory with decay. No cloud dependency. Your agent's memory stays on your machine.
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zabbix-mcp-server
MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and any MCP client.
Project mention: Show HN: Zabbix MCP Server – 225 tools to let AI agents manage Zabbix monitoring | news.ycombinator.com | 2026-04-02 -
Flamehaven-Filesearch
Self-hosted RAG search engine — 34 formats, BM25+hybrid search, multi-LLM (Gemini/OpenAI/Claude/Ollama), FastAPI + Docker, production-ready in 3 min
Project mention: Show HN: Flamehaven FileSearch – Self-Hosted RAG Semantic Search | news.ycombinator.com | 2025-11-12Includes working examples for Docker, Docker Compose, and Kubernetes (ConfigMap, Secret, Deployment). Meant to be runnable out of the box.
Performance highlights:
Cache hit: <10ms
Cache miss (LLM call): ~0.5–3s
Batch Search (10 queries): ~2–5s
GitHub: https://github.com/flamehaven01/Flamehaven-Filesearch
If anyone has feedback on security design, API ergonomics, or deployment structure, I’d really appreciate it. We’re planning v1.2.1 (admin auth improvements, Redis UI) and v1.3.0 (key rotation + OAuth2/OIDC), so suggestions are welcome.
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Project mention: Alive – Five Markdown files that give Claude Code a persistent memory | news.ycombinator.com | 2026-03-17
- insights.md — stuff that doesn't change
Save at session end, load at session start. 12 hooks enforce the structure, log entries are immutable, deletions are blocked, context re-injects when the window fills up. The model can't talk its way out of the guardrails.
Also works with OpenClaw (separate plugin, same files - in alpha). Your Mac Mini captures all day, Claude Code does focused work, both read the same project context.
claude plugin install alive
MIT licensed, local files, no account.
https://github.com/alivecomputer/alive-claude
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python ai-tools discussion
Python ai-tools related posts
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Aming Claw – Zero-orchestration multi-agent coding
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What is MCP, and why it's the missing layer between AI and your CRM
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Show HN: Ait – Claude, Codex, and Aider as a team, on your laptop
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Aictx – Repo-local continuity runtime for coding agents
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Code on Incus
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I built Governor to reduce Claude Code token and context waste
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Show HN: Browser Harness – simplest way to give an AI control of a real browser
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A note from our sponsor - SaaSHub
www.saashub.com | 9 Jun 2026
Index
What are some of the best open-source ai-tool projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | browser-use | 97,236 |
| 2 | Skill_Seekers | 13,941 |
| 3 | logfire | 4,280 |
| 4 | claude_codex_bridge | 2,899 |
| 5 | agentic-context-engine | 2,244 |
| 6 | opc-skills | 915 |
| 7 | tokentap | 796 |
| 8 | claude-code-skill-factory | 793 |
| 9 | humanize-text | 710 |
| 10 | stealth-browser-mcp | 682 |
| 11 | mcp-nixos | 660 |
| 12 | code-on-incus | 535 |
| 13 | joinly | 521 |
| 14 | ai-development-patterns | 457 |
| 15 | flyto-core | 273 |
| 16 | rigorous | 250 |
| 17 | cairn | 210 |
| 18 | slowql | 188 |
| 19 | agentor | 183 |
| 20 | superlocalmemory | 167 |
| 21 | zabbix-mcp-server | 113 |
| 22 | Flamehaven-Filesearch | 104 |
| 23 | alive | 102 |
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