AI marks

LangBot

Active stable

A multi-platform platform for LLM chat bots and agents (QQ, WeChat, Telegram, Discord, Matrix and more), managed from a web dashboard.

ai-assistant · licence Apache-2.0

Last commit
today 4 Nov 2026
Commits, last year
1.9k 798 in 90 days
Authors, 90 days
42 70 in a year, 127 ever
Bus factor
2 authors making half of last year's commits
Last release
v4.11.4 29 Oct 2026 · 53 tags in a year
Lines of code
566k Python

AI

AI policy

What the project says about AI-made contributions

No policy found (fits the chosen stance)(against the chosen stance)

AI in development

Whether the developers use AI tools on the repository

Regular (fits the chosen stance)(against the chosen stance)

Collector: 150 of 1.9k commits in the last year credit an AI tool (7.9 %): claude 91, copilot 62, cursor 1. 5 agent files, 0 AI workflows. A lower bound: most AI use leaves no trace.

  • agent file: AGENTS.md
  • agent file: CLAUDE.md
  • agent file: skills/AGENTS.md
  • bot author copilot-swe-agent[bot]: 8 commits in the last 365 days
  • 152 of 2108 non-bot commits in the last 365 days carry an AI attribution (7.2%), counted at 33e482a35744
  • tools named in attributions: claude
  • example: 0ef32210df56 (Co-authored-by: Claude)
  • example: db17132728c0 (Co-authored-by: Claude)
  • 39 merged pull request(s) since 2025-11-05 whose description explicitly discloses AI help (squash merges can drop this from git history): https://github.com/langbot-app/LangBot/pull/2862 (Generated with [Claude); https://github.com/langbot-app/LangBot/pull/2859 (Generated with [Claude); https://github.com/langbot-app/LangBot/pull/2858 (Generated with [Claude); https://github.com/langbot-app/LangBot/pull/2740 (Generated with [Claude)
  • README: AGENTS.md is symlinked to CLAUDE.md and the project calls itself "agent-friendly by design"
  • .mcp.json (mcp)
  • AGENTS.md (agents.md)
  • CLAUDE.md (claude)
  • docs/.claude/ (claude)
  • skills/AGENTS.md (agents.md)
  • Copilot: 46 commits
  • copilot-swe-agent[bot]: 7 commits
  • 0ef32210d 2026-11-04 claude
  • db1713272 2026-11-04 claude
  • c62f79f9d 2026-11-04 claude
  • 532b8ce20 2026-11-03 claude
  • 43c0ba7e4 2026-11-02 claude

AI in the product

Whether the product itself has AI features

Core (fits the chosen stance)(against the chosen stance)

The product connects LLMs and agent runners to chat platforms.

Source: github.com/langbot-app/LangBot/blob/33e482a35744aeafc345241e03a0c1825180824b/README.md

Activity

NovDecJanFebMarAprMayJunJulAugSeptOct MonWedFri
1900 commits on 276 days in the last year · outlined: the day of the last collection
Nov: 45Nov: 23Nov: 30Nov: 31Dec: 34Dec: 9Dec: 27Dec: 23Jan: 22Jan: 12Jan: 6Jan: 20Jan: 19Feb: 15Feb: 27Feb: 52Feb: 15Mar: 36Mar: 31Mar: 30Mar: 46Apr: 31Apr: 7Apr: 21Apr: 20Apr: 11May: 13May: 37May: 4May: 7Jun: 53Jun: 29Jun: 59Jun: 20Jul: 28Jul: 14Jul: 96Jul: 22Jul: 57Aug: 18Aug: 16Aug: 58Aug: 48Sept: 64Sept: 70Sept: 48Sept: 108Oct: 27Oct: 87Oct: 123Oct: 78Oct: 57
Commits per week, last 52 weeks · peak 123 (Oct)
Commits per week, last 52 weeks
Nov45
Nov23
Nov30
Nov31
Dec34
Dec9
Dec27
Dec23
Jan22
Jan12
Jan6
Jan20
Jan19
Feb15
Feb27
Feb52
Feb15
Mar36
Mar31
Mar30
Mar46
Apr31
Apr7
Apr21
Apr20
Apr11
May13
May37
May4
May7
Jun53
Jun29
Jun59
Jun20
Jul28
Jul14
Jul96
Jul22
Jul57
Aug18
Aug16
Aug58
Aug48
Sept64
Sept70
Sept48
Sept108
Oct27
Oct87
Oct123
Oct78
Oct57
2023 Q1: 112023 Q2: 52023 Q3: 42023 Q4: 42024 Q1: 22024 Q2: 52024 Q3: 92024 Q4: 42025 Q1: 172025 Q2: 182025 Q3: 122025 Q4: 162026 Q1: 172026 Q2: 192026 Q3: 332026 Q4: 24
Authors per quarter · peak 33 (2026 Q3)
Authors per quarter
2023 Q111
2023 Q25
2023 Q34
2023 Q44
2024 Q12
2024 Q25
2024 Q39
2024 Q44
2025 Q117
2025 Q218
2025 Q312
2025 Q416
2026 Q117
2026 Q219
2026 Q333
2026 Q424

Languages

  • Python64.3 %
  • TypeScript24.4 %
  • MDX5.5 %
  • JavaScript4.3 %
  • HTML1.0 %
  • CSS0.3 %
by lines of code (scc)

Features

FeatureValueHow we knowEvidence
Purpose AI assistant / agent platform (multi-network; Matrix is one adapter) claimed github.com/langbot-app/LangBot/blob/33e482a35744
Framework matrix-nio code github.com/langbot-app/LangBot/blob/33e482a35744
Encryption (E2EE) Not found: Not found
no encryption handling found in the Matrix adapter
 code github.com/langbot-app/LangBot/blob/33e482a35744
Hosting self-host
Docker Compose, manual, Kubernetes
 claimed github.com/langbot-app/LangBot/blob/33e482a35744
Configuration web dashboard, HTTP API, MCP endpoint and CLI (lbctl) claimed github.com/langbot-app/LangBot/blob/33e482a35744
AI backend OpenAI, Anthropic, DeepSeek, Google Gemini, xAI, Moonshot, Zhipu AI, Ollama, LM Studio, Dify and others claimed github.com/langbot-app/LangBot/blob/33e482a35744

Health signals

Bus factor (last year)
2
Issue first response
not measured (the forge did not give it)
Release cadence
53 tags in the last year, latest v4.11.4 (29 Oct 2026)
CI
.github/workflows/build-dev-image.yaml .github/workflows/build-docker-image.yml .github/workflows/build-fnos-fpk.yaml
Tests
test files found
Security policy
none found
Licence
Apache-2.0
Funding
none listed
Telemetry SDKs in manifests
none found

Repositories

RepositoryRoleActivityLast commitCommits 1yAuthors 90dMeasured at
github.com/langbot-app/LangBot main Active 4 Nov 2026 1.9k 42 33e482a35

Notes

18,730 stars; mostly Chinese-language community. Matrix is one of many platform adapters. Found by GitHub search; not on matrix.org's list.

Researched by an AI agent (Claude) on 5 Nov 2026, not checked by a person; metrics collected on 5 Nov 2026. Source file: data/projects/bot/langbot.yaml. Spotted a mistake? Open an issue with a link.