MOTHER.AI · Agent Layer

Open agent-interop protocols

MOTHER speaks every protocol that matters for agent-to-tool, agent-to-agent and agent-to-UI communication — so anything you build on MOTHER plugs into any agent client today, and any mesh we join tomorrow.

5 protocolsLoading…Back to Agents
mcp
Model ↔ Tools
Model Context Protocol
v2025-06-18

Every MOTHER agent exposed as an MCP tool over JSON-RPC 2.0 / Streamable HTTP. Claude Desktop, Cursor, Cline and LangGraph clients connect with zero glue code.

/mcp/v1/rpc
a2a
Agent ↔ Agent
Agent-to-Agent
v0.3

AgentCard discovery, task lifecycle (submitted → working → completed) and SSE streaming. Lets a peer agent on another vendor delegate to MOTHER.

/a2a
acp
Agent ↔ Agent
Agent Communication Protocol
v0.4

REST + SSE messaging from IBM BeeAI — sync, async and streaming modes. The lightweight option when caller and agent share a VPC.

/acp/v1/messages
anp
Agent mesh
Agent Network Protocol
v0.2

DID-based peer descriptor at /anp/did.json — join a decentralised mesh without a central broker. Forward-looking for cross-org agent federation.

/anp/did.json
ag-ui
Agent ↔ UI
Agent–User Interaction
v1.0

SSE stream of agent.thinking / agent.text / agent.tool_call / agent.tool_result / agent.finished. Powers MOTHER chat, MotherCODE, MotherDefence and MotherT2V shells.

/ag-ui/v1/stream
External MCP servers

Third-party MCP servers MOTHER can connect to as a client. Discovery only — proxying is not wired yet.

1 catalogued
n8n-mcp
planned
n8n MCP
MIT

Gives AI assistants the missing layer to build n8n workflows correctly: node docs, valid parameters, expression checks and workflow CRUD.

npx n8n-mcp
stdiossehttpN8N_API_URLN8N_API_KEY
8 tools · search_nodes, get_node, validate_node
czlonkowski on GitHub →
Stack diagram
Layer 4 · UI
AG-UI

Real-time stream to React / Vue / vanilla JS shells.

Layer 3 · Agents
A2AACPANP

Cross-vendor delegation, mesh discovery.

Layer 2 · Tools
MCP

Any catalogue model can call any MOTHER tool.

Layer 1 · Models
MOTHERIntuiFrontier

Hosted on MSAI Cloud GPUs (B300 / H200 / H100).