bolna: Conversational voice AI agents

by bolna-ai · Agent Tool · ★ 817

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How to install bolna

docker compose up -d bolna-app twilio-app
docker compose up -d bolna-app plivo-app

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 64/100

Flagged: opens a tunnel service. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

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Quick Facts

Stars817
Forks391
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score64/100
Open Issues172
Last Updated2026-11-06
Created2024-08-24
Platformspython
Est. Tokens~16k

About bolna

End-to-end open-source voice agents platform: Quickly build voice firsts conversational assistants through a json. Discord | Hosted Docs | Website [!NOTE] We are actively looking for maintainers. Introduction Bolna is the end-to-end open source production ready framework for quickly building LLM based voice driven conversational applications.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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