AGENT PROFILES

ZeroClaw

ZeroClaw Labs · General-purpose agents

Configurable agent runtime for messaging, tools and recurring workflows.

Typical tasks

Availability in Europe
Added to the catalog on Added ZeroClaw with capabilities, sources, pricing and open European availability questions.Details
01

What it does

5 features

ZeroClaw · Self-hosted personal agent

Product and access

ZeroClaw is listed as a separate product profile.

Core features

5 features from provider sources · checked on 16 October 2026. Availability and limits are listed below.

  • Combine channels

    Connect messaging, email and webhooks to one agent.

    Source 1
  • Switch models

    Configure cloud providers or Ollama.

    Source 1
  • Control approvals

    Supervised mode requests approval for selected actions.

    Source 1
  • Use the dashboard

    Manage chat, memory, configuration and schedules.

    Source 1
  • Trigger workflows

    Events can start multi-step workflows.

    Source 1

Usable AI models

Open choice

You can configure your own keys from many providers, OpenRouter or an OpenAI-compatible endpoint, including fallback chains. Locally, ZeroClaw runs with Ollama or a self-hosted inference server, for example.

Model families named

  • Anthropic (Claude)
  • OpenAI (GPT)
  • Google (Gemini)
  • xAI (Grok)
  • Moonshot (Kimi)
  • Alibaba (Qwen)
  • MiniMax
  • Z.ai (GLM)
  • Other models can be connected freely
Model choice
You choose
Your own API key
Yes
Router or custom endpoint
Yes
Local models
Yes

The rating covers the generally available main access. Documented · Sources accessed on

ZeroClaw: Provider Catalog · ZeroClaw: Providers overview · ZeroClaw: README

02

Does it fit my task?

2 practical tasks · 3 requirements and limits

A good fit if …

  • you want to run the runtime yourself on your own machine
  • you want to reach one agent through channels such as Discord, Telegram, email or webhooks
  • you want to set the model and permissions yourself in a configuration file

Less suitable if …

  • you want a hosted solution without installation and maintenance
  • you need organisation-level administrator approvals and roles; the reviewed pages mention none

Editorial assessment based on provider documentation. Not a product test.

Practical tasks

Editorial examples based on documented features. No product tests performed.

01

Try event-driven work

Your input
A test webhook and an approval-gated workflow.
Possible result
A traceable workflow with a controlled action.
What to check
Check content, permissions and actions taken.
02

Try local model access

Your input
A running Ollama service and a test task.
Possible result
A result through the selected model connection.
What to check
Record time spent, corrections and costs.
EDITORIAL EXAMPLE

Try event-driven work.

Your possible prompt

Organize these shared documents by topic. Create an overview with deadlines and next steps. Prepare draft replies for my approval.

Adjust the task, data and permissions.

Requirements and limits

  • Requirement

    Setup

    Configure the model, channels and permissions yourself.

    Source 1
  • Not yet confirmed

    German in everyday use

    End-to-end German interaction and output quality have not been tested here.

    Source 1
  • Not yet confirmed

    Reliability

    Success rates for specific workflows have not been measured here.

    Source 1
03

Can I use it?

With requirements

Europe & regional availability

Installation instructions and model prerequisites reviewed. The assessment covers the local operating path described; complete country and feature availability of all connected services remains open.

Reviewed scope: Local software and documented self-hosting; external services assessed separately
Reviewed on:

  • With requirements

    Self-hosting with own model access

    ZeroClaw documents a self-operated runtime with Unix and Windows installation. Setup selects a provider, including Ollama and external APIs with their own access requirements.

    Region, reason and source

    Region covered: Europe: own computer or server; model services are country-specific

    Documented reason: Technical assessment based on installation and provider selection. These sources do not establish a legal cause for regional restrictions.

    Official source · github.com

Europe and regulation explained

Accounts & permissions

Based on provider documentation. Permissions depend on the account, integration and organization policies. Review the permissions actually requested before use.

Configuration covered: Self-hosted ZeroClaw runtime with your own model keys, channels and gateway

Sources reviewed:

Show all 3 points
  • Documented

    Account used

    ZeroClaw runs with your own keys. The gateway requires pairing by code by default. A Jira token is stored encrypted; the Microsoft 365 client secret only when the secrets.encrypt option is enabled.

    Evidence · Evidence
  • Open in reviewed sources

    Admin approval

    The reviewed pages describe no approval process by organisation administrators. You set permissions yourself in the configuration.

    Evidence
  • Documented with conditions

    Data access & team sharing

    Permission profiles are deny-by-default, so anything not granted is refused. Browser and HTTP have domain allowlists that by default permit all public hosts, so you must narrow them yourself. According to the provider everything runs on your machine and you own the data.

    Evidence · Evidence
04

Memory and conversation continuity

4 of 6 criteria documented

Explicit memory writes and configurable autosave are separate from prompts and files.

Current agent memory and separate conversation history

Sources accessed:

Documentation by criterion

StorageDocumented

Storage and scope

Persistent memory uses a configured backend store per agent; files and conversation logs form separate storage areas.

SelectionDocumented

Selection and timing

Durable entries arise through memory tools or explicitly configured runtime autosave; prompt content is not automatically stored thereby.

Edit & deletePartly documented

Inspect, edit and delete

Tools support saving and retrieval; complete correction and deletion workflows are not explained in these sources.

Access boundariesDocumented

Agent and channel boundaries

Memory is agent-scoped; additional peer access is explicit. Conversation memories also have session filters depending on access path.

RetrievalDocumented

Retrieval

At turn start, relevant entries can appear as bounded memory context; filters differ between access paths.

New conversationsPartly documented

Session reset and compaction

Long-term memory is separate from session history. History trimming changes context lossily but does not delete memory; reset details remain unspecified.

05

Cost and effort

Prices as of 16 October 2026

Prices and included usage

Pricing checked

Open source; model and operating costs are separate.

  • Total cost depends on access, usage and configuration.

Pricing details

Setup

Install a release and configure the model and agent with Quickstart.

Operation & oversight

Based on public provider documentation. Assessments are editorial inferences from the stated properties. Actual time requirements and reliability have not been measured.

Deployment covered: ZeroClaw as a self-hosted runtime on your own machine or server

Sources reviewed:

Editorial assessment

You run ZeroClaw yourself, so updates, backups, key management and monitoring are your job. The default approvals help, provided you deliberately avoid YOLO mode.

Show all 6 points
  • Documented

    Files and working state

    Gateway chat sessions are persisted in SQLite by default, and memory uses SQLite by default with retention settings. Configuration is a TOML file, and backups go to state/backups by default.

    Evidence
  • Documented

    Sign-ins

    Pairing codes are valid for 10 minutes by default, a dashboard session lasts at most 8 hours, and ACP sessions end after an hour without activity. These are default settings.

    Evidence
  • Documented

    Starting further runs

    Cron jobs can be declared in the configuration. Event-triggered SOPs can start via MQTT, webhook, cron or peripherals. A heartbeat exists and is off by default.

    Evidence · Evidence
  • Documented

    Human intervention

    The default level, supervised, requires approval for medium-risk operations and blocks high-risk ones. YOLO mode skips these gates. SOPs have approval gates.

    Evidence
  • Documented with conditions

    Detecting errors

    Runtime traces go to a JSONL file with daily rotation. Observation via logs, Prometheus or OpenTelemetry depends on the configured backend. Alert channels for high escalations are possible but empty by default.

    Evidence
  • Documented with conditions

    Resuming after failures

    According to the provider SOP runs are resumable, and chat sessions persist in SQLite. The reviewed pages did not explain how a specific run is resumed after a failure.

    Evidence · Evidence
06

Evidence and open questions

1 source · 2 open points

Open points

The reviewed sources contain no reliable information on these points. A gap says nothing about the product.

Requirements and limits: not yet confirmed

Sources and evidence

Provider sources reviewed; examples are editorial. No hands-on tests.

Editorial team: Michael Meierhoff · sources reviewed on . Provider information is not independent evidence of performance.

Read profile as Markdown

How we assess the sources

Provider

Publishes ZeroClaw and the linked product information.

Operator
ZeroClaw Labs
Organization
Open-source project
Provider sourcesSource 1 Reviewed
Changes to this profile 1
  • Added ZeroClaw with capabilities, sources, pricing and open European availability questions.

These notes describe editorial changes. Source and pricing review dates appear in their respective sections.