HKUDS

HKUDS/nanobot

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

42 good first / help-wanted issues · Python · last activity Aug 19, 2026

47.2K stars 8.3K forks 47.2K watchers Python MIT License

agent-framework ai-agent ai-agents chatbot chatops discord-bot llm-agents llms local-llm mcp model-context-protocol multi-agent openai-compatible openclaw personal-ai-assistant python self-hosted telegram-bot-ai-assistant webui workflow-automation

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42 Open Issues Need Help Last updated: Aug 19, 2026

Open Issues Need Help

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Feature: WebUI 会话结束通知铃声 2 days ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

LANGSMITH is not working (anymore) after latest update about 1 month ago

good first issue feature request regression

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Project claims to be 'ultra-lightweight' but includes bloated Node.js dependency 3 months ago

good first issue help wanted feature request

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Show the nanobot version in the webui somewhere 4 months ago

enhancement good first issue feature request

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

feat(webui): add Cmd/Ctrl+Shift+O shortcut to start a new chat 4 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Fix WebUI CLI App pip installs under uv tool 4 months ago

bug good first issue webui

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Support custom image generation provider (e.g. Agnes AI) 4 months ago

enhancement good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

MatrixChannel: no m.key.verification.* handling blocks Element X 'unverified device' clearance 4 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Config to disable document extraction 4 months ago

enhancement good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Duplicate item found with id error when using GPT 4 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

[Feature/Security] Support secret reference instead of storing secrets in plaintext 4 months ago

good first issue feature request

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

企业微信发送的文件不能正确识别文件名 4 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Configure bot name and icon 5 months ago

enhancement good first issue feature request

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

100% CPU leak via MCP `streamable_http_client` cancel-scope mismatch 5 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

How to re-authenticate OpenAI Codex provider in nanobot after account change? 5 months ago

good first issue feature request

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

wecom渠道的媒体文件返回消息失败。 5 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Nanobot appears to forward MCP capability names to model tool APIs without sanitizing them 5 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

sendProgress/sendToolHints 是否可以改成对指定渠道配置而非全局？ 5 months ago

enhancement good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Lazy import document parsing libraries to reduce startup memory 5 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

技能不支持禁用，只能删除，这个不方便灵活配置 5 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

feature request, configurable compaction ratio 5 months ago

good first issue feature request

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

MiniMax: reasoning_effort ignored; recommend Anthropic-compatible backend 5 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

WinError 193 when integrating chrome-devtools-mcp on Windows 5 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

maybe_consolidate_by_tokens() 与 AutoCompact._archive() 的 summary 注入策略请教 5 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Agent enters infinite empty tool-call loop against non-compliant API gateways that inject tool_calls under finish_reason != "tool_calls" 5 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

大模型调用失败后history更新失败的问题 5 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

[Bug]: Dream git store initializes a nested repo in workspace/ and overwrites workspace/.gitignore 5 months ago

enhancement good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Executing /stop command will cause nanobot lose context from this turn 5 months ago

good first issue feature request

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Error when sending html file from nanobot to dingtalk 6 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

bug：run_agent_loop，没有检查contextWindowTokens。报错：This model's maximum context length is 32768 tokens. However, you requested 36748 tokens (28556 in the messages, 8192 in the completion 6 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

[Bug]: minimax-m2.7 via Ollama Cloud fails on 2nd+ request 6 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

SSRF protection blocks Tailscale (and other legitimate CGNAT) addresses 6 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

groq - specify language for more accurate transcription 6 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

飞书话题群bot回复问题 6 months ago

good first issue feature request

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Browser-use MCP tools incompatible with openrouter/openai gpt-5.4 6 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Feature Request: Simple usage logging for token/cost tracking 6 months ago

good first issue feature request

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

命令行输出格式问题 6 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

/restart command on Windows causes error : ...\\Scripts\\nanobot': [Errno 2] No such file or directory 6 months ago

AI Summary: On Windows, the `/restart` command fails with an `[Errno 2] No such file or directory` error. The system attempts to execute a Python script named `nanobot` at a specific path (e.g., `C:\Users\xx\AppData\Local\Python\pythoncore-3.14-64\Scripts\nanobot`), but the file is not found. This indicates an issue with how the restart command locates or invokes the main application script on Windows.

Complexity: 3/5

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

Pypi: Latest release not published yet on pypi 6 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

qq markdown信息破坏老版本客户端交互 6 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

命令行状态下调用子代理执行完成后返回信息显示乱码 6 months ago

bug good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation

执行exec命令获取输出内容，能不能加个环境变量配置？私以为最后部分的输出更有用。 6 months ago

good first issue

47.2K

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Python

#agent-framework#ai-agent#ai-agents#chatbot#chatops#discord-bot#llm-agents#llms#local-llm#mcp#model-context-protocol#multi-agent#openai-compatible#openclaw#personal-ai-assistant#python#self-hosted#telegram-bot-ai-assistant#webui#workflow-automation