# Matimo

> Matimo is an Agent Operations Platform that lets any team build, deploy, and govern AI agents with human-in-the-loop approval, 16 reasoning strategies, and a full audit trail — no code required.

Matimo is an Agent Operations Platform (AOP) built by Roaiq Technologies, combining a no-code visual canvas with a policy-governed execution runtime so teams can build and trust AI agents from a single product. The open-source tool layer (Matimo OSS) is MIT-licensed on GitHub, while Matimo Workbench is the hosted platform built on top of it. The platform is currently heading toward general availability, with some features rolling out to design partners.

## What It Is

Matimo positions itself at the intersection of two dimensions most agent platforms address separately: how easy it is to build an agent, and how safe it is to trust one in production. The platform is structured as a four-layer stack — Matimo OSS (open-source tool and policy engine), Matimo Studio (visual drag-and-drop canvas), Matimo Workbench (hosted runtime and command centre), and Matimo Governance (policy and audit layer) — all feeding the same governance model. The core idea is that human oversight and audit trails are wired into execution by design, not added as a settings toggle.

## How the Governance Layer Works

Every tool call — whether built-in, third-party, or agent-created at runtime — passes through Matimo's policy engine before it executes. The engine classifies each action by risk level (low, medium, high, or critical) and applies nine deterministic security rules including SSRF detection, namespace protection, and credential allowlists. Higher-risk actions are held in a HITL (human-in-the-loop) quarantine where an admin can approve or deny from the Tools › Approvals panel before anything runs. Every decision is logged to a signed audit trail with HMAC approval manifests and SHA-256 integrity tracking. The platform cites the EU AI Act's human-oversight requirements and US state-level bills like California's SB-833 as the regulatory context that makes this architecture relevant.

## Reasoning and Self-Extension

Rather than a fixed script, Matimo agents choose from 16 distinct reasoning strategies — including ReAct, Chain-of-Thought, Tree-of-Thoughts, Reflexion, Plan & Execute, and multi-agent approaches — adapting to cases a flowchart never anticipated. A notable capability is agent self-extension: an agent can propose a new tool definition in YAML at runtime using the `matimo_create_tool` meta-tool, which then goes through policy validation and human approval before hot-reloading into the live system without a restart. The platform ships with 490+ pre-built tools across providers including Slack, Gmail, GitHub, HubSpot, Notion, Postgres, Twilio, and Mailchimp, plus a governed wrapper around Composio's catalog of 449 additional tools.

## Open-Source Architecture and Integration Patterns

Matimo OSS is the MIT-licensed foundation available on GitHub under the `tallclub/matimo` repository. It supports TypeScript (Node.js 18+) and Python (3.11+) SDKs with full feature parity, and a single YAML tool definition runs unmodified across LangChain, CrewAI, Claude MCP, and OpenAI. Four integration patterns are documented: factory pattern, decorator/class-based pattern, LangChain integration, and an MCP server mode (`npx matimo mcp`) that exposes the full tool catalog to Claude Desktop, Cursor, Windsurf, or any MCP-compatible client. The CLI (`@matimo/cli`) handles tool discovery, setup, and MCP config generation.

## Update: typescript/v0.1.7

The latest release is `typescript/v0.1.7`, published on 2026-08-11, with the repository last pushed on 2026-08-14. The project was created in January 2026 and is actively moving toward general availability. The self-extending tools feature — where agents propose and approve new capabilities at runtime — is noted as rolling out now with design partners. The GitHub repository has 11 stars and 8 forks, with 14 open issues, and the test suite covers 3,700+ tests across TypeScript and Python at 95%+ coverage according to the README.

## Who It's Built For

Matimo targets three distinct audiences simultaneously. Non-technical operators — ops leads, RevOps, CS leads, and "Head of AI" roles — use Studio's drag-and-drop canvas to assemble agent workflows without writing code. Developers and platform engineers use Matimo OSS directly to add a governed tool layer to their own frameworks. Compliance, security, and IT leaders use the Governance layer for the approvals panel, audit trail, and policy engine. The platform explicitly frames itself as an alternative to stitching together a builder from one vendor and a governance tool from another.

## Features
- 16 reasoning strategies (ReAct, Chain-of-Thought, Tree-of-Thoughts, Reflexion, Plan & Execute, multi-agent, and more)
- Human-in-the-loop (HITL) approval for high-risk tool calls
- Policy engine with 9 security rules and risk classification (low/medium/high/critical)
- Full audit trail with HMAC-signed approval manifests and SHA-256 integrity tracking
- 490+ pre-built tools across Slack, Gmail, GitHub, HubSpot, Notion, Postgres, Twilio, Mailchimp, and more
- Agent self-extension: agents propose new tools at runtime, approved by humans before hot-reload
- Visual drag-and-drop Studio canvas for no-code agent workflow design
- MCP server built in — expose full tool catalog to Claude Desktop, Cursor, Windsurf
- Bring your own LLM key: OpenAI, Anthropic, Google, xAI, or local/Ollama models
- Per-tenant row-level data isolation
- Skills system with semantic search over domain knowledge files (SKILL.md)
- TypeScript and Python SDKs with full feature parity
- LangChain and CrewAI integrations
- Matimo CLI for tool discovery, setup, and MCP config generation
- Policy hot-reload at runtime without server restart
- OAuth2 support for Slack, Gmail, GitHub, and more
- Composio catalog integration (449 additional governed tools)
- Multi-tenant lifecycle management

## Integrations
Slack, Gmail, GitHub, HubSpot, Notion, Postgres, Twilio, Mailchimp, OpenAI, Anthropic, Google AI, xAI, Ollama, LangChain, CrewAI, Claude Desktop, Cursor, Windsurf, Composio, HashiCorp Vault, AWS Secrets Manager, Microsoft Graph, Asana, Jira, Linear, Google Workspace, Microsoft 365

## Platforms
WINDOWS, LINUX, WEB, API, DEVELOPER_SDK, CLI

## Pricing
Freemium — Free tier available with paid upgrades

## Version
typescript/v0.1.7

## Links
- Website: https://matimo.ai
- Documentation: https://matimo.ai/docs
- Repository: https://github.com/tallclub/matimo
- EveryDev.ai: https://www.everydev.ai/tools/matimo