Who should use operandi-mcp?

operandi-mcp is an open-source project built for developers.

Does operandi-mcp have a free plan?

No — operandi-mcp is sold on an enterprise-only basis.

What platforms does operandi-mcp run on?

operandi-mcp runs on the web, the command line, and API.

Is operandi-mcp still active?

Unverified. operandi-mcp 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.

What are alternatives to operandi-mcp?

Similar projects tracked by PulseGate include imperal-mcp, ormcp-server, and origin-mcp.

Does operandi-mcp have an API or integrations?

Yes — operandi-mcp exposes an MCP server.

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operandi-mcp

PyPIInfrastructure

operandi-mcp is an MCP (Model Context Protocol) server that allows any LLM agent to identify an appliance and retrieve its grounded, safety-checked, robot-executable operation package from the OPERANDI system. It bridges large language models with physical robotics and smart home devices by providing structured, executable action packages. The tool targets developers building autonomous agents for embodied AI and home robotics applications.

EnterpriseWebCLIAPI

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Overview

4 features

operandi-mcp sits in PulseGate's Other AI category. It focuses on enabling LLM agents to safely discover and execute grounded operations on home robots and smart appliances. It is built as an open-source project for developers. operandi-mcp is sold on an enterprise-only basis. It runs on the web, the command line, and API.

operandi-mcp first shipped in 2026. Among its 4 catalogued features are MCP server, appliance identification, and robot operation packages. It exposes integrations via an MCP server.

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

MCP server
Appliance identification
Robot operation packages
Safety-checked actions

Built with & integrations

Connectors

MCP

Runs on

BrowserCLIAPI-only

Trust & compliance

Verified signals

HTTPS

Indexing history

What PulseGate has recorded for this listing

Indexed22 Jul · 14:40 UTC
operandi-mcp verified against its public source
Source: PulseGate · Open

Frequently asked questions about operandi-mcp

What is operandi-mcp?: Operandi-mcp focuses on enabling LLM agents to safely discover and execute grounded operations on home robots and smart appliances. It is catalogued under Other AI on PulseGate.
Who should use operandi-mcp?: operandi-mcp is an open-source project built for developers.
Does operandi-mcp have a free plan?: No — operandi-mcp is sold on an enterprise-only basis.
What platforms does operandi-mcp run on?: operandi-mcp runs on the web, the command line, and API.
Is operandi-mcp still active?: Unverified. operandi-mcp 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.
What are alternatives to operandi-mcp?: Similar projects tracked by PulseGate include imperal-mcp, ormcp-server, and origin-mcp.imperal-mcp ormcp-server origin-mcp
How long has operandi-mcp been around?: operandi-mcp first shipped in 2026.
Does operandi-mcp have an API or integrations?: Yes — operandi-mcp exposes an MCP server.

At a glance

Platforms: Cli · Web
Languages: English
First seen: 22 Jul 2026
Built for: developers
Model: Open source
Solves: Enabling LLM agents to safely discover and execute grounded operations on home robots and smart appliances.

Registered as

PyPI: operandi-mcp

Developer

Operandi

Live coverage

Identity confidence: Low · 64
Indexed: 22 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 22 Jul 2026

Identity audit (13)

Slug: operandi-mcp-pypi-org
Lifecycle state recorded: 22 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 22 Jul 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 5 Aug 2026
Canonical URL: https://operandi.cc

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