mcp

the vault as MCP tools any client can drive

The same cmd the CLI uses: a Vault method becomes a tool whose schema and description are the method’s own signature and docstring. An agent that can write notes back into the same vault it reads from accumulates rather than restarts.

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source

main

def main():

Entry point for vishalakshi-mcp. stdio by default; --http for Streamable HTTP.

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source

as_tool

def as_tool(
    name:str
):

Register one Vault method as an MCP tool, forcing its result through JSON.

Try it

tools = {t.name: t for t in await mcp.list_tools()}
len(tools), tools['context'].description[:120]

test_eq(sorted(tools), sorted(TOOLS))
test_eq(tools['find'].inputSchema['properties']['limit']['default'], 10)
test_eq(tools['find'].inputSchema['required'], ['q'])