Meterless.ai

Meterless.ai

Meterless is a local-first, agentic AI platform (Relay, Gaia, and Swarms) that preserves workflow structure, memory, and artifacts on the user’s device so AI work compounds across sessions, devices, and models.

Meterless.ai is ai tools software teams evaluate for software & gaming. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Freemium Enterprise 70/100
#458 in AI Agents (458 tools)
Just launched
Data reviewed Aug 18, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: Software & Gaming

What it does

AI Tools software for decision-makers comparing workflow fit and alternatives.

Best fit

Software & Gaming

Pricing snapshot

Freemium from Free

Next step

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Meterless.ai

Meterless provides a local-first agentic AI platform composed of Relay, Gaia, and Swarms. Relay captures and replays application-level workflows as reusable, vision-verified missions; Gaia persists project memory, decisions, and artifacts across sessions so work compounds rather than resets; and Swarms auto-generates and runs parallel agent graphs in the browser. The platform emphasizes user-owned, portable workflow assets and local privacy: files and memory are kept on the user's device and the Meterless Runtime is model-agnostic so the same workflows can run across different models without rebuilding.

Run AI locally and own the whole workflow Discussion | Link

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Key Features

Relay β€” workflow capture & replay

Describe a goal, select Windows Relay can access, inspect the plan, and save successful runs as reusable missions with vision-verified steps and approval gates.

Gaia β€” persistent memory & continuity

Keeps projects, memory, missions, research, and artifacts connected across sessions; stores user-owned memory as readable files and carries context forward between runs.

Swarms β€” auto-generated agent graphs

Type one goal and Swarms auto-generates a team of agents, runs them in parallel locally in the browser, and produces editable graphs and artifact lineage.

Meterless Runtime β€” model-agnostic platform

Shared runtime for context, state, orchestration, and verification; routes work to local or cloud models while keeping workflow assets portable across model changes.

Local-first file & media tools

Free tools that convert files, edit documents, process images, and run coordinated agents directly in the browser with processing done on-device (no upload).

Open-source engines & primitives

Apache 2.0-licensed engines and source available on GitHub, including primitives for cognition, memory (H-MEM), continuity, intuition (Scout), and parallel swarms.

Pricing

Free Tier Available

Free browser-based tools and open-source Swarms processed on-device; no account required.

Free tools

Free
  • Browser-based file and media tools processed on-device
  • Swarms (free and open source) β€” launch in the browser

Platform / Enterprise

Contact for implementation
  • Bring Meterless into your platform (implementation by Meterless)
  • Early access to engines via waitlist

Use Cases

Automate desktop application workflows

Capture multi-window workflows (Excel, Outlook, Chrome, Slack, etc.) as missions that can be inspected, verified, scheduled, and replayed.

Run parallel agent teams in-browser

Launch Swarms to auto-generate and run specialized agent graphs locally in the browser for tasks that benefit from parallelism and visible dependencies.

Maintain continuity across AI model changes

Persist missions, memory, and artifacts locally so you can run the same workflows with different models without rebuilding work processes.

Process files privately on-device

Use free browser-based tools (PDF workbench, image batch studio, Anyfile) to manipulate documents and media without uploading them to a remote service.

Integrations

Desktop applications (Windows)

Relay interacts with real application windows (Excel, Outlook, Chrome, Slack shown on the site) to drive missions and capture artifacts.

GitHub

Source for Meterless primitives and engines is available on GitHub; free/open-source components and links to source are provided on the site.

Benefits

Preserves workflow structure, plans, and memory locally so AI work compounds across sessions and models
Reduces token spending (claimed 7.3–15Γ— fewer tokens / up to 90% less token spend)
Improves privacy by processing files on-device and storing user-owned memory as readable files
Enables reuse and auditability of successful workflows via missions, approval gates, and artifact lineage
Open-source engines (Apache 2.0) with source available on GitHub

Limitations

Relay is presented as a Windows download (Get Relay for Windows), indicating desktop capture is Windows-focused
Some engines are not yet public and require joining a waitlist ('Engine Β· Coming soon')
Missions drive up to eight real application windows per mission (explicit per-site limit)

Frequently Asked Questions

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Getting Started

  1. 1 Step 1: Explore the free browser tools (Open Anyfile, PDF Workbench, Image Studio) β€” no account required
  2. 2 Step 2: Download Relay for Windows to capture and replay desktop workflows (Get Relay for Windows β†’)
  3. 3 Step 3: Launch Swarms in-browser or view the source on GitHub; join the waitlist for engines or platform integration if needed

Support

docs

Source code and technical primitives available on GitHub (links on the site).

waitlist / early access

Join the waitlist with a work email to get early access to engines and release source links.

platform inquiry

β€˜Bring Meterless into your platform’ contact path for implementation inquiries (link on site).

API

Available: No

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