operandi-mcp
PulseGate's liveness check found it on 14 Sep 2026; it is registered on PyPI and has been in the index since 22 Jul 2026. How this is checked
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.
Inferred · not functionally tested
Overview
4 featuresPurpose: Enabling LLM agents to safely discover and execute grounded operations on home robots and smart appliances.
Inferred · not functionally tested
Audience: developers
Inferred · not functionally tested
Functions: agents, data_extraction
Inferred · not functionally tested
Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: unknown
Recorded constraints: pricing: enterprise_only · license: Proprietary · platforms: CLI, WEB · deployment: browser, cli, api_only
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: operandi.cc. These links do not verify the individual claims.
operandi-mcp sits in PulseGate's Frameworks & runtimes category. Inferred · not functionally tested: It focuses on enabling LLM agents to safely discover and execute grounded operations on home robots and smart appliances. Inferred · not functionally tested: It is built as an open-source project for developers. Basis unknown · not verified: operandi-mcp is sold on an enterprise-only basis. Basis unknown · not verified: It runs on the web, the command line, and API.
operandi-mcp first shipped in 2026. Inferred · not functionally tested: Among its 4 catalogued features are MCP server, appliance identification, and robot operation packages. Inferred · not functionally tested: Catalogued interfaces include an MCP server.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- MCP server
- Appliance identification
- Robot operation packages
- Safety-checked actions
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed22 Jul · 14:40 UTCoperandi-mcp seen via PyPI Bulk EnumeratorSource: PyPI Bulk Enumerator · Open
Frequently asked questions about operandi-mcp
- What is operandi-mcp?
- Inferred · not functionally tested: Operandi-mcp focuses on enabling LLM agents to safely discover and execute grounded operations on home robots and smart appliances. It is catalogued under Frameworks & runtimes on PulseGate.
- Who should use operandi-mcp?
- Inferred · not functionally tested: operandi-mcp is an open-source project built for developers.
- Does operandi-mcp have a free plan?
- Basis unknown · not verified: No — operandi-mcp is sold on an enterprise-only basis.
- What platforms does operandi-mcp run on?
- Basis unknown · not verified: operandi-mcp runs on the web, the command line, and API.
- Is operandi-mcp still active?
- PulseGate's liveness check found it on 14 Sep 2026.
- What are alternatives to operandi-mcp?
- Similar projects tracked by PulseGate include offsec-mcp, cerbere-ag-mcp, and ovrin-mcp.offsec-mcpcerbere-ag-mcpovrin-mcp
- How long has operandi-mcp been around?
- operandi-mcp first shipped in 2026.
- Does operandi-mcp have an API or integrations?
- Inferred · not functionally tested: Yes — operandi-mcp exposes an MCP server.
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