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Agent M

floatbot.ai·Infrastructure

Agent M is a multi-agent LLM framework for building, orchestrating, and managing specialized AI agents. It is described as an enterprise master agent framework and is intended for situations where agents need to talk to customers, connect with data, call APIs, and automate business tasks in real time.

Its listed capabilities include session management, memory for long conversations, secure access controls, orchestration for integration with external systems, and support for both pre-defined and custom skills. The page names a no-code studio for creating custom skills and says agents can be launched with pre-defined skills such as answering FAQs, booking or scheduling meetings, taking and managing orders, handling support tickets, checking and updating calendars, and accessing CRM data. It also describes smart guardrails for reducing hallucinations, managing data privacy with PII redaction, and controlling agent behavior. A RAG cognitive search feature is included for answering questions from internal data, knowledge bases, or uploaded documents.

Agent M is presented as omnichannel and available across chat, voice, SMS/text, email, and 15+ digital platforms including Facebook Messenger, WhatsApp, Microsoft Teams, Telegram, and web. The page also mentions AI agent assist for voice, chat, or email, real-time guidance for agents, document intelligence for extracting, summarizing, and comparing documents, and multi-LLM compatibility, including ChatGPT or any other LLM. It further states that agents can be connected to CRM, ERP, or custom applications without coding.

The page refers to low-latency voice AI, multilingual support, robust environment handling for diverse accents and noisy environments, and analytics for tracking consumption, goals, AI usage, and success metrics. It also names a Service Terminal for testing agent behavior before deployment. No pricing or licensing details are given on the excerpted page.

WebCLI
AAgent M preview
Visit floatbot.ai↗

Overview

7 features

In the Multi-agent & orchestration space, Agent M takes a focused approach. Enabling developers to build and deploy custom LLM-based AI agents for enterprise applications. It is built as a B2B product for developers and enterprise AI teams. It ships for the web and the command line.

Floatbot.ai builds and maintains Agent M, and it first shipped in 2024. Among its 7 catalogued features are multi-agent framework, no/low code, and Conversational AI.

Summary written by a language model from the project’s public pages.

  • ✓Multi-agent framework
  • ✓No/low code
  • ✓Conversational AI
  • ✓Voice AI agent
  • ✓Omnichannel support
  • ✓RAG cognitive search
  • ✓Document intelligence
Tags
llm-frameworkmulti-agentrag-search
AI capabilities
TextMultimodal
Inference: Cloud API

Built with & integrations

Runs on
BrowserCLI

Trust & compliance

Verified signals
✓HTTPS

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed28 Jun · 15:35 UTC
    Listing verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Agent M

What is Agent M?
Enabling developers to build and deploy custom LLM-based AI agents for enterprise applications. It is catalogued under Multi-agent & orchestration on PulseGate.
Who should use Agent M?
Agent M is a B2B product built for developers and enterprise AI teams.
What platforms does Agent M run on?
Agent M runs on the web and the command line.
Is Agent M still active?
Unverified. Agent M has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
Who develops Agent M?
Agent M is developed by Floatbot.ai.
When did Agent M launch?
Agent M first shipped in 2024.

At a glance

Pricing
Paid · pricing page detected
Platforms
Cli · Web
Languages
English
Built for
Developers and enterprise AI teams
Model
B2B
Solves
Enabling developers to build and deploy custom LLM-based AI agents for enterprise applications.

Developer

Floatbot.ai

Index record

Identity confidence
High · 92.6
Indexed
28 Jun 2026
Lifecycle
Alive
Last seen
28 Jun 2026
Identity audit (12)
Slug
multi-agent-llm-framework-agent-m-floatbot-ai
Lifecycle last checked
8 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
28 Jun 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Recorded source: taxonomy-pass-a.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model, checked against the page's own declaration.
Canonical URL
https://floatbot.ai/llm-agent-m

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