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PraisonAI MCP

Host PraisonAI agents and tools as an MCP server for Cursor, Claude Desktop, and other MCP clients.

Install

pip install "praisonai-mcp[all]"

# Or via the umbrella product
pip install "praisonai[mcp]"

Quickstart

export OPENAI_API_KEY=sk-...
# Standalone heavy host (full argparse options)
praisonai-mcp serve --transport stdio
praisonai-mcp list-tools
praisonai-mcp doctor

# Via umbrella CLI (same host commands on `praisonai mcp …`)
praisonai mcp serve --transport stdio
praisonai mcp list-tools

Config management (list, add, sync, tools, …) works on both praisonai-mcp and praisonai mcp. Full capability registry requires praisonai co-install (_wrapper_bridge).

Three MCP layers (do not conflate)

Layer Package Role
Client praisonaiagents[mcp] Connect agents to external MCP servers
Light server praisonai-code (praisonai serve mcp) Basic ToolsMCPServer
Heavy host praisonai-mcp (this package) Full capability/recipe MCP server

Stack

praisonaiagents  (MCP client protocols)
   └── praisonai-mcp  (this package)
        └── praisonai  (wrapper shims: praisonai.mcp_server.*)

Boundary details: src/praisonai/tests/PRAISONAI_MCP_MANIFEST.md.

Metadata

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