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#1111th of 13 in Observability

Agenta

Team workspace for building chat-driven agents that run in Slack and WhatsApp

Documentation ↗ (opens in a new tab)Website ↗ (opens in a new tab)Repository on GitHub ↗ (opens in a new tab)
Stars
4.8k
License
custom license
Last commit
Oct 2026
Last release
Oct 2026

Overview

Lets teams create agents by describing work in chat, connect tools through MCP or Composio, set per-agent read or write permissions, and talk to them from the web app, Slack, Telegram or WhatsApp. Agents keep memory and skills, run on schedules or events, and each session gets a sandbox with a browser and filesystem; every run is traced and costed. Runs Claude Code, Pi or Codex harnesses on API models, Ollama or a Claude or ChatGPT subscription.

Who it is for: Non-engineering teams automating ops, GTM, HR and support work

Strengths

  • Runs on an existing Claude or ChatGPT subscription instead of metered API billing
  • Per-agent tool permissions with read or write scopes and human-in-the-loop gates
  • Every run traced and cost-tracked; configurations and versions are visible
  • Agents reachable from Slack, Telegram and WhatsApp Business

Weaknesses

  • README no longer covers the earlier prompt-management and evaluation product
  • Self-host instructions are delegated to an agent skill, not written out
  • Harness support limited to Claude Code, Pi and Codex today
  • No Dockerfile or compose file at the repo root

What it needs

  • no GPU
  • Needs Claude Code, Pi or Codex harness, LLM API, Ollama, or a Claude or ChatGPT subscription, Composio (optional, 1,000+ app integrations)
  • Models: hosted models via API, Ollama, Claude and ChatGPT subscriptions

Also in Observability

See all 13
Also in Observability
RankProjectScore
1LangfuseTracing, prompt management and evals for LLM apps on ClickHouse Live demo ↗ (opens in a new tab)35.6k stars, custom license74 out of 100
2PhoenixLLM tracing, evals, datasets and prompt playground built on OpenTelemetry11.8k stars, custom license74 out of 100
3promptfooCLI for evaluating and red-teaming prompts, agents and RAG25.9k stars, MIT71 out of 100
#4MLflowTracing, evals, prompt registry and AI gateway plus classic ML tracking Live demo ↗ (opens in a new tab)28.3k stars, Apache-2.070 out of 100
#5OpikTrace, evaluate and monitor LLM apps and agents, Apache-2.0 end to end22.5k stars, Apache-2.064 out of 100