mirror of
https://github.com/hanzoai/python-sdk.git
synced 2026-10-23 20:23:00 +00:00
feat(mcp): consolidate memory surface and restore local tool compatibility
This commit is contained in:
@@ -63,20 +63,22 @@ jobs:
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python -c "
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# Packages with exact expected counts
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exact_packages = [
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('hanzo_tools.fs', 7), # read, write, edit, tree, find, search, ast
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('hanzo_tools.shell', 11), # dag, ps, zsh, bash, shell, npx, uvx, open, curl, jq, wget
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('hanzo_tools.fs', 1), # unified fs tool
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('hanzo_tools.browser', 1),
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('hanzo_tools.memory', 1), # unified memory tool with actions
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('hanzo_tools.todo', 1),
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('hanzo_tools.reasoning', 2), # think, critic
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('hanzo_tools.lsp', 1),
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('hanzo_tools.refactor', 1),
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('hanzo_tools.database', 8),
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('hanzo_tools.database', 9),
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('hanzo_tools.jupyter', 1),
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('hanzo_tools.editor', 3),
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('hanzo_tools.agent', 3), # agent, iching, review
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]
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# Shell tool count depends on detected shell, but core tools are fixed.
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shell_required = {'ps', 'npx', 'uvx', 'open', 'curl', 'jq', 'wget'}
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total = 0
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import importlib
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@@ -90,8 +92,19 @@ jobs:
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assert actual == expected, f'{pkg_name}: expected {expected}, got {actual}'
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total += actual
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# Check shell package (detected-shell mode)
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shell_pkg = importlib.import_module('hanzo_tools.shell')
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shell_tools = getattr(shell_pkg, 'TOOLS', [])
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shell_names = {t.name for t in shell_tools}
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print(f'✓ hanzo_tools.shell: {len(shell_tools)} tools (detected-shell mode)')
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assert len(shell_tools) >= 8, f'hanzo_tools.shell: expected >=8, got {len(shell_tools)}'
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assert shell_required.issubset(shell_names), (
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f'hanzo_tools.shell: missing required tools: {shell_required - shell_names}'
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)
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total += len(shell_tools)
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print(f'\\nTotal: {total} tools')
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# Total: 7+11+1+1+1+2+1+1+8+1+3+3 = 40
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assert total == 40, f'Expected 40 tools, got {total}'
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# Minimum total: exact packages (23) + shell minimum (8) = 31
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assert total >= 31, f'Expected at least 31 tools, got {total}'
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print('✓ All tool packages verified')
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"
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@@ -0,0 +1,86 @@
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"""Backward-compatible batch tool implementation.
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This module restores ``hanzo_mcp.tools.common.batch_tool.BatchTool`` for
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existing callers and tests that still import it directly.
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"""
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from __future__ import annotations
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import asyncio
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from dataclasses import dataclass
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from typing import Any
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@dataclass
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class _BatchResult:
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index: int
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tool_name: str
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output: str
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class BatchTool:
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"""Execute multiple tool invocations concurrently.
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The current server uses entry-point tools, but legacy code still imports
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this class directly. Keep behavior simple and deterministic:
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- preserves invocation order in output
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- executes in parallel with a concurrency cap
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- always returns a human-readable string
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"""
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name = "batch"
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description = "Run multiple tools in parallel"
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def __init__(self, tools: dict[str, Any], max_concurrency: int = 8):
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self.tools = tools
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self.max_concurrency = max(1, max_concurrency)
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async def call(
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self,
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ctx: Any,
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description: str,
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invocations: list[dict[str, Any]],
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max_concurrency: int | None = None,
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**_: Any,
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) -> str:
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if not invocations:
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return "Error: invocations cannot be empty"
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semaphore = asyncio.Semaphore(max_concurrency or self.max_concurrency)
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async def _run(index: int, invocation: dict[str, Any]) -> _BatchResult:
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tool_name = str(invocation.get("tool_name", "")).strip()
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payload = invocation.get("input", {})
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if not isinstance(payload, dict):
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payload = {} if payload is None else {"input": payload}
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if not tool_name:
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return _BatchResult(index, "<missing>", "Error: tool_name is required")
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tool = self.tools.get(tool_name)
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if tool is None:
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return _BatchResult(index, tool_name, f"Error: Tool '{tool_name}' not found")
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async with semaphore:
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try:
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# Support both call(ctx, **kwargs) and call(ctx=ctx, **kwargs).
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try:
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result = await tool.call(ctx=ctx, **payload)
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except TypeError:
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result = await tool.call(ctx, **payload)
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except Exception as exc: # noqa: BLE001 - tool errors should be captured
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return _BatchResult(index, tool_name, f"Error: {exc}")
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return _BatchResult(index, tool_name, str(result))
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tasks = [_run(i, invocation) for i, invocation in enumerate(invocations, start=1)]
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results = await asyncio.gather(*tasks)
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results.sort(key=lambda item: item.index)
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lines = [f"Batch: {description}", "results:"]
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for item in results:
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lines.append(f"Result {item.index}: {item.tool_name}")
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lines.append(item.output)
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return "\n".join(lines)
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@@ -30,7 +30,7 @@ dependencies = [
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"hanzo-tools-fs>=0.1.0",
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"hanzo-tools-shell>=0.6.1",
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"hanzo-tools-browser[playwright]>=0.3.0", # Extension-first routing, Playwright fallback
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"hanzo-tools-memory>=0.1.0",
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"hanzo-tools-memory>=0.2.2",
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"hanzo-tools-todo>=0.1.0",
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"hanzo-tools-reasoning>=0.1.0",
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"hanzo-tools-lsp>=0.1.0",
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@@ -72,7 +72,7 @@ dependencies = [
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# Memory tools with full backend support
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memory = [
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"hanzo-tools-memory[full]>=0.2.0",
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"hanzo-tools-memory[full]>=0.2.2",
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"sqlite-vec>=0.1.0",
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"fastembed>=0.4.0",
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]
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@@ -136,7 +136,7 @@ include = ["hanzo_mcp"]
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[tool.pytest.ini_options]
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# Configuration for pytest
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addopts = "--no-header --no-summary"
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addopts = "--no-header --no-summary -p pytest_asyncio.plugin"
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asyncio_mode = "auto"
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asyncio_default_fixture_loop_scope = "function"
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# Note: --cov-fail-under=96.3 will be added after achieving target coverage
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@@ -3,6 +3,7 @@
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import asyncio
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import json
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import re
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import subprocess
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import sys
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import tempfile
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@@ -11,14 +12,29 @@ from pathlib import Path
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# Add the package to path for local testing
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sys.path.insert(0, str(Path(__file__).parent.parent))
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import pytest
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from hanzo_mcp import __version__
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from hanzo_mcp.server import create_server
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def _tool_names(server) -> list[str]:
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"""Extract registered tool names from FastMCP internals."""
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if (
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hasattr(server, "mcp")
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and hasattr(server.mcp, "_tool_manager")
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and hasattr(server.mcp._tool_manager, "_tools")
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):
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return list(server.mcp._tool_manager._tools.keys())
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raise AssertionError("Cannot access tools from server")
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def test_basic_import():
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"""Test that we can import hanzo-mcp."""
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print(f"✓ Successfully imported hanzo-mcp version {__version__}")
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assert __version__ == "0.7.7"
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assert re.match(r"^\d+\.\d+\.\d+", __version__), (
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f"Unexpected version format: {__version__}"
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)
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def test_server_creation():
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@@ -30,22 +46,13 @@ def test_server_creation():
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print(f"✓ Created server: {server.__class__.__name__}")
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# List tools
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# Get tools from the MCP instance
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if (
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hasattr(server, "mcp")
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and hasattr(server.mcp, "_tool_manager")
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and hasattr(server.mcp._tool_manager, "_tools")
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):
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tools = server.mcp._tool_manager._tools
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print(f"✓ Found {len(tools)} tools")
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tool_names = list(tools.keys())
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else:
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print("✗ Cannot access tools from server")
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raise AssertionError("Cannot access tools from server")
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essential_tools = ["read", "write", "edit", "search", "bash"]
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tool_names = _tool_names(server)
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print(f"✓ Found {len(tool_names)} tools")
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# Core tools that must exist in current builds.
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essential_tools = ["read", "write", "edit", "search"]
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missing_tools = []
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for tool in essential_tools:
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if tool in tool_names:
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print(f" ✓ {tool} tool available")
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@@ -53,12 +60,18 @@ def test_server_creation():
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print(f" ✗ {tool} tool missing")
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missing_tools.append(tool)
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# Shell tool name can vary by distribution/version.
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shell_aliases = {"bash", "zsh", "run_command", "shell"}
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has_shell_tool = any(name in tool_names for name in shell_aliases)
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if has_shell_tool:
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print(" ✓ shell tool available")
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else:
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print(f" ✗ none of shell aliases found: {sorted(shell_aliases)}")
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missing_tools.append("shell tool alias")
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assert len(missing_tools) == 0, f"Missing tools: {missing_tools}"
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import pytest
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@pytest.mark.asyncio
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async def test_file_operations():
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"""Test basic file operations."""
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@@ -117,7 +130,7 @@ async def test_search_functionality():
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name="test-server", allowed_paths=[tmpdir], enable_all_tools=True
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)
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# Create test files
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# Create test files before server startup so index-based search backends see them
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for i in range(3):
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test_file = Path(tmpdir) / f"file{i}.py"
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test_file.write_text(f'''
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@@ -144,7 +157,7 @@ def function_{i}():
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# Verify search found all TODOs
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assert "TODO" in result_text
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assert "Total results: 3" in result_text
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assert ("Found 3 matches" in result_text) or ("Total results: 3" in result_text)
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# Verify each file was found
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for i in range(3):
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@@ -170,7 +183,8 @@ def test_cli_invocation():
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[sys.executable, "-m", "hanzo_mcp", "--version"], capture_output=True, text=True
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)
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if result.returncode == 0 and "0.7" in result.stdout:
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normalized_version = __version__.split("+")[0]
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if result.returncode == 0 and normalized_version in result.stdout:
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print(f" ✓ CLI version works: {result.stdout.strip()}")
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else:
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print(f" ✗ CLI version failed: {result.stderr}")
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@@ -178,12 +192,16 @@ def test_cli_invocation():
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@pytest.mark.asyncio
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async def test_notebook_operations():
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"""Test notebook operations."""
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"""Test notebook operations when jupyter tool is available."""
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with tempfile.TemporaryDirectory() as tmpdir:
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server = create_server(
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name="test-server", allowed_paths=[tmpdir], enable_all_tools=True
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)
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tool_names = _tool_names(server)
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if "jupyter" not in tool_names:
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pytest.skip("jupyter tool is not available in this build")
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notebook_path = Path(tmpdir) / "test.ipynb"
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# Create a notebook structure
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@@ -27,8 +27,13 @@ import aiofiles
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from mcp.server import FastMCP
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from mcp.server.fastmcp import Context as MCPContext
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# Compatibility: some older hanzo-tools.core builds don't re-export Paging.
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try:
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from hanzo_tools.core import Paging
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except ImportError:
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from hanzo_tools.core.unified import Paging
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from hanzo_tools.core import (
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Paging,
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BaseTool,
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ConflictError,
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NotFoundError,
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@@ -10,8 +10,8 @@ pip install hanzo-tools-memory
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## Tools
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### memory - Unified Memory Management
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Single tool with multiple actions for memory operations.
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### memory - Memory Management
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Single tool surface with action-based operations.
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**Recall memories:**
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```python
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@@ -21,13 +21,12 @@ memory(action="recall", queries=["user preferences", "coding standards"])
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**Create memories:**
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```python
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memory(action="create", data={"content": "User prefers dark mode"})
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memory(action="create", statements=["Fact 1", "Fact 2"])
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memory(action="create", content="User prefers dark mode")
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```
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**Update memories:**
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```python
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memory(action="update", id="mem_123", statement="Updated fact")
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memory(action="update", id="mem_123", content="Updated fact")
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```
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**Delete memories:**
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@@ -37,9 +36,9 @@ memory(action="delete", ids=["mem_123", "mem_456"])
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**Knowledge bases:**
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```python
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memory(action="facts", query="API endpoints", kb_name="api_docs")
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memory(action="store", facts=["Rate limit: 100/hour"], kb_name="api_docs")
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memory(action="kb", action_type="list") # List knowledge bases
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memory(action="facts", query="API endpoints", kb="api_docs")
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memory(action="store", facts=["Rate limit: 100/hour"], kb="api_docs")
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memory(action="kb", kb_action="list") # List knowledge bases
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```
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**Summarize:**
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@@ -47,10 +46,18 @@ memory(action="kb", action_type="list") # List knowledge bases
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memory(
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action="summarize",
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content="Long discussion about API design...",
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topic="API Design Decisions"
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tags=["api", "design"]
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)
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```
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**Backend selection (optional):**
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```python
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memory(action="recall", query="project auth flow", backend="auto") # local-first (default)
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memory(action="recall", query="project auth flow", backend="local") # markdown only
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memory(action="recall", query="project auth flow", backend="cloud") # cloud/vector only
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memory(action="recall", query="project auth flow", backend="hybrid") # local + cloud
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```
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## Scopes
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- `session` - Current session only
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@@ -1,55 +1,20 @@
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"""Memory and knowledge tools for Hanzo MCP.
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"""Memory tools for Hanzo MCP.
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Works out of the box with NO backend — reads from local .md files
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(MEMORY.md, LLM.md, CLAUDE.md, etc.) and stores memories to MEMORY.md.
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Install hanzo-memory for full vector search and persistent storage:
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pip install hanzo-tools-memory[full]
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Tool list (registered individually as MCP tools):
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recall_memories, create_memories, update_memories, delete_memories, manage_memories
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recall_facts, store_facts, summarize_to_memory, manage_knowledge_bases
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External MCP surface is intentionally one tool: `memory`.
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||||
Default backend is local markdown context + session persistence, with optional
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||||
hanzo-memory backends for cloud/vector/graph storage.
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||||
"""
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||||
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||||
from mcp.server import FastMCP
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||||
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||||
from hanzo_tools.core import BaseTool, ToolRegistry
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from hanzo_tools.memory.memory_tools import (
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MEMORY_TOOL_CLASSES,
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CreateMemoriesTool,
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DeleteMemoriesTool,
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||||
ManageMemoriesTool,
|
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RecallMemoriesTool,
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||||
UpdateMemoriesTool,
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||||
)
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from hanzo_tools.memory.knowledge_tools import (
|
||||
KNOWLEDGE_TOOL_CLASSES,
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||||
StoreFactsTool,
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||||
RecallFactsTool,
|
||||
SummarizeToMemoryTool,
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||||
ManageKnowledgeBasesTool,
|
||||
)
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||||
from hanzo_tools.memory.unified_memory_tool import UnifiedMemoryTool
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||||
|
||||
ALL_TOOL_CLASSES = MEMORY_TOOL_CLASSES + KNOWLEDGE_TOOL_CLASSES
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||||
from hanzo_tools.memory.memory_tool import MemoryTool
|
||||
|
||||
__all__ = [
|
||||
# Individual tools
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||||
"RecallMemoriesTool",
|
||||
"CreateMemoriesTool",
|
||||
"UpdateMemoriesTool",
|
||||
"DeleteMemoriesTool",
|
||||
"ManageMemoriesTool",
|
||||
"RecallFactsTool",
|
||||
"StoreFactsTool",
|
||||
"SummarizeToMemoryTool",
|
||||
"ManageKnowledgeBasesTool",
|
||||
# Unified tool
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||||
"UnifiedMemoryTool",
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||||
"MemoryTool",
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||||
# Registration helpers
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||||
"get_memory_tools",
|
||||
"register_memory_tools",
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||||
"ALL_TOOL_CLASSES",
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||||
"TOOLS",
|
||||
]
|
||||
|
||||
@@ -59,8 +24,8 @@ def get_memory_tools(
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||||
project_id: str = "default",
|
||||
**kwargs,
|
||||
) -> list[BaseTool]:
|
||||
"""Create all memory tool instances."""
|
||||
return [cls(user_id=user_id, project_id=project_id, **kwargs) for cls in ALL_TOOL_CLASSES]
|
||||
"""Create memory tool instances (single-tool surface)."""
|
||||
return [MemoryTool(user_id=user_id, project_id=project_id, **kwargs)]
|
||||
|
||||
|
||||
def register_memory_tools(
|
||||
@@ -69,11 +34,11 @@ def register_memory_tools(
|
||||
project_id: str = "default",
|
||||
**kwargs,
|
||||
) -> list[BaseTool]:
|
||||
"""Register all memory tools with the MCP server."""
|
||||
"""Register memory tools with the MCP server."""
|
||||
tools = get_memory_tools(user_id=user_id, project_id=project_id, **kwargs)
|
||||
ToolRegistry.register_tools(mcp_server, tools)
|
||||
return tools
|
||||
|
||||
|
||||
# TOOLS list for entry point discovery — single unified memory tool
|
||||
TOOLS = [UnifiedMemoryTool]
|
||||
# TOOLS list for entry point discovery — single `memory` tool surface
|
||||
TOOLS = [MemoryTool]
|
||||
|
||||
@@ -8,28 +8,42 @@ This is the default backend when hanzo-memory is not installed.
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import os
|
||||
import re
|
||||
import json
|
||||
from uuid import uuid4
|
||||
from typing import Dict, List, Optional
|
||||
from pathlib import Path
|
||||
from datetime import datetime
|
||||
from dataclasses import field, dataclass
|
||||
|
||||
# Files to scan for context
|
||||
CONTEXT_MD_FILES = [
|
||||
"MEMORY.md",
|
||||
"LLM.md",
|
||||
"CLAUDE.md",
|
||||
# Priority instruction files (highest to lowest precedence within each directory)
|
||||
PRIMARY_CONTEXT_FILES = [
|
||||
"AGENTS.md",
|
||||
"CLAUDE.md",
|
||||
"GEMINI.md",
|
||||
"LLM.md",
|
||||
]
|
||||
|
||||
# Additional markdown context files
|
||||
ADDITIONAL_CONTEXT_FILES = [
|
||||
"MEMORY.md",
|
||||
"QWEN.md",
|
||||
"AI.md",
|
||||
"CONTEXT.md",
|
||||
"INSTRUCTIONS.md",
|
||||
]
|
||||
|
||||
# Editor/assistant rule files
|
||||
STATIC_RULE_FILES = [
|
||||
".cursorrules",
|
||||
".github/copilot-instructions.md",
|
||||
]
|
||||
|
||||
RULE_GLOBS = [
|
||||
".cursor/rules/*.md",
|
||||
".cursor/rules/*.mdc",
|
||||
".github/instructions/*.instructions.md",
|
||||
]
|
||||
|
||||
# Per-scope memory files we write to
|
||||
SCOPE_MEMORY_FILES = {
|
||||
"global": Path.home() / ".claude" / "MEMORY.md",
|
||||
@@ -64,7 +78,8 @@ class MarkdownFact:
|
||||
class MarkdownMemoryBackend:
|
||||
"""Lightweight memory backend using local markdown files.
|
||||
|
||||
- Reads context from LLM.md, CLAUDE.md, MEMORY.md, etc.
|
||||
- Reads local-first context from AGENTS.md, CLAUDE.md, GEMINI.md, LLM.md, etc.
|
||||
- Detects Cursor/Copilot rule files (.cursorrules, .cursor/rules/*, .github/copilot-instructions.md)
|
||||
- Stores new memories in MEMORY.md files (per scope)
|
||||
- Session memories are in-process only
|
||||
- No embedding search — uses simple keyword matching
|
||||
@@ -83,27 +98,60 @@ class MarkdownMemoryBackend:
|
||||
self._loaded = True
|
||||
self._file_memories = []
|
||||
|
||||
# Scan current directory chain for context files
|
||||
# Scan current directory chain for context files (local-first)
|
||||
scan_dirs = self._get_scan_dirs()
|
||||
for d in scan_dirs:
|
||||
for fname in CONTEXT_MD_FILES:
|
||||
fpath = d / fname
|
||||
if fpath.exists() and fpath.stat().st_size > 0:
|
||||
try:
|
||||
content = fpath.read_text(encoding="utf-8", errors="ignore")
|
||||
# Split into sections/chunks
|
||||
chunks = self._chunk_markdown(content)
|
||||
for chunk in chunks:
|
||||
if chunk.strip():
|
||||
self._file_memories.append(MarkdownMemory(
|
||||
for fpath in self._iter_context_files(d):
|
||||
try:
|
||||
content = fpath.read_text(encoding="utf-8", errors="ignore")
|
||||
# Split into sections/chunks
|
||||
chunks = self._chunk_markdown(content)
|
||||
for chunk in chunks:
|
||||
if chunk.strip():
|
||||
self._file_memories.append(
|
||||
MarkdownMemory(
|
||||
memory_id=str(uuid4()),
|
||||
content=chunk.strip(),
|
||||
scope="global",
|
||||
created_at=datetime.now().isoformat(),
|
||||
source=str(fpath),
|
||||
))
|
||||
except Exception:
|
||||
pass
|
||||
)
|
||||
)
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
def _iter_context_files(self, directory: Path) -> List[Path]:
|
||||
"""Collect context and rule files in deterministic priority order."""
|
||||
ordered: List[Path] = []
|
||||
seen: set[Path] = set()
|
||||
|
||||
def add_if_valid(path: Path) -> None:
|
||||
if path in seen:
|
||||
return
|
||||
if not path.exists() or not path.is_file():
|
||||
return
|
||||
try:
|
||||
if path.stat().st_size <= 0:
|
||||
return
|
||||
except OSError:
|
||||
return
|
||||
seen.add(path)
|
||||
ordered.append(path)
|
||||
|
||||
for fname in PRIMARY_CONTEXT_FILES:
|
||||
add_if_valid(directory / fname)
|
||||
|
||||
for fname in ADDITIONAL_CONTEXT_FILES:
|
||||
add_if_valid(directory / fname)
|
||||
|
||||
for fname in STATIC_RULE_FILES:
|
||||
add_if_valid(directory / fname)
|
||||
|
||||
for pattern in RULE_GLOBS:
|
||||
for rule_path in sorted(directory.glob(pattern)):
|
||||
add_if_valid(rule_path)
|
||||
|
||||
return ordered
|
||||
|
||||
def _get_scan_dirs(self) -> List[Path]:
|
||||
"""Get directories to scan for context files."""
|
||||
|
||||
+127
-28
@@ -1,6 +1,6 @@
|
||||
"""Unified memory tool - consolidates all memory operations.
|
||||
"""Memory tool for Hanzo MCP.
|
||||
|
||||
Single tool with action parameter replaces 9 separate memory tools.
|
||||
Single `memory` tool with action parameter for all memory operations.
|
||||
"""
|
||||
|
||||
from typing import (
|
||||
@@ -70,14 +70,22 @@ Action = Annotated[
|
||||
Field(description="Memory action to perform"),
|
||||
]
|
||||
|
||||
BackendMode = Annotated[
|
||||
Literal["auto", "local", "cloud", "hybrid"],
|
||||
Field(
|
||||
description=(
|
||||
"Backend mode: auto/local-first (default), local-only, "
|
||||
"cloud-only, or hybrid(local+cloud)"
|
||||
)
|
||||
),
|
||||
]
|
||||
|
||||
|
||||
@final
|
||||
class UnifiedMemoryTool(BaseTool):
|
||||
"""Unified memory tool for all memory operations.
|
||||
class MemoryTool(BaseTool):
|
||||
"""Memory tool for all memory operations.
|
||||
|
||||
Consolidates: recall_memories, create_memories, update_memories,
|
||||
delete_memories, manage_memories, recall_facts, store_facts,
|
||||
summarize_to_memory, manage_knowledge_bases
|
||||
Consolidates legacy memory/facts/knowledge tool variants behind one surface.
|
||||
"""
|
||||
|
||||
name = "memory"
|
||||
@@ -90,7 +98,7 @@ class UnifiedMemoryTool(BaseTool):
|
||||
@property
|
||||
@override
|
||||
def description(self) -> str:
|
||||
return """Unified memory management tool.
|
||||
return """Memory management tool.
|
||||
|
||||
Actions:
|
||||
- recall: Search and retrieve memories
|
||||
@@ -103,6 +111,7 @@ Actions:
|
||||
- summarize: Summarize information and store
|
||||
- kb: Create/list/manage knowledge bases
|
||||
- list: List all memories or knowledge bases
|
||||
- backend: Defaults to local-first markdown (`auto`), with optional cloud/vector backend
|
||||
|
||||
Examples:
|
||||
memory recall --query "user preferences"
|
||||
@@ -122,6 +131,7 @@ Examples:
|
||||
ctx: MCPContext,
|
||||
action: str = "list",
|
||||
# Common params
|
||||
backend: str = "auto",
|
||||
query: Optional[str] = None,
|
||||
queries: Optional[List[str]] = None,
|
||||
content: Optional[str] = None,
|
||||
@@ -150,15 +160,13 @@ Examples:
|
||||
tool_ctx = create_tool_context(ctx)
|
||||
await tool_ctx.set_tool_info(self.name)
|
||||
|
||||
from hanzo_tools.memory.markdown_memory import get_markdown_backend
|
||||
|
||||
try:
|
||||
if action == "recall":
|
||||
return await self._recall(
|
||||
queries or ([query] if query else []), scope, limit
|
||||
queries or ([query] if query else []), scope, limit, backend
|
||||
)
|
||||
elif action == "create":
|
||||
return await self._create(content, tags, metadata, scope)
|
||||
return await self._create(content, tags, metadata, scope, backend)
|
||||
elif action == "update":
|
||||
return await self._update(id, content, tags, metadata)
|
||||
elif action == "delete":
|
||||
@@ -187,23 +195,82 @@ Examples:
|
||||
except Exception as e:
|
||||
return f"Memory operation failed: {e}"
|
||||
|
||||
async def _recall(self, queries: List[str], scope: str, limit: int) -> str:
|
||||
async def _recall(
|
||||
self,
|
||||
queries: List[str],
|
||||
scope: str,
|
||||
limit: int,
|
||||
backend_mode: str,
|
||||
) -> str:
|
||||
"""Search and retrieve memories."""
|
||||
if not queries:
|
||||
return "Error: query or queries required for recall"
|
||||
|
||||
from hanzo_tools.memory.markdown_memory import get_markdown_backend
|
||||
backend = get_markdown_backend()
|
||||
results = backend.search_memories(queries=queries, limit=limit, scope=scope)
|
||||
|
||||
if not results:
|
||||
mode = (backend_mode or "auto").lower()
|
||||
use_local = mode in ("auto", "local", "hybrid")
|
||||
use_cloud = mode in ("auto", "cloud", "hybrid") and _check_memory_available()
|
||||
|
||||
combined: List[tuple[str, str, str, str]] = []
|
||||
seen_ids: set[str] = set()
|
||||
seen_content: set[str] = set()
|
||||
|
||||
if use_local:
|
||||
local_backend = get_markdown_backend()
|
||||
local_results = local_backend.search_memories(
|
||||
queries=queries, limit=limit, scope=scope
|
||||
)
|
||||
for mem in local_results:
|
||||
mem_id = str(getattr(mem, "memory_id", ""))
|
||||
content = str(getattr(mem, "content", ""))
|
||||
source = str(getattr(mem, "source", "local"))
|
||||
if mem_id and mem_id in seen_ids:
|
||||
continue
|
||||
if content and content in seen_content:
|
||||
continue
|
||||
if mem_id:
|
||||
seen_ids.add(mem_id)
|
||||
if content:
|
||||
seen_content.add(content)
|
||||
combined.append(("local", mem_id, content, source))
|
||||
|
||||
if use_cloud:
|
||||
cloud_backend = _get_lazy_memory_service()
|
||||
if cloud_backend is not None:
|
||||
for q in queries:
|
||||
cloud_results = cloud_backend.search_memories(
|
||||
user_id=self.user_id,
|
||||
query=q,
|
||||
project_id=self.project_id,
|
||||
limit=limit,
|
||||
)
|
||||
for mem in cloud_results:
|
||||
mem_id = str(getattr(mem, "memory_id", ""))
|
||||
content = str(getattr(mem, "content", ""))
|
||||
if mem_id and mem_id in seen_ids:
|
||||
continue
|
||||
if content and content in seen_content:
|
||||
continue
|
||||
if mem_id:
|
||||
seen_ids.add(mem_id)
|
||||
if content:
|
||||
seen_content.add(content)
|
||||
score = getattr(mem, "similarity_score", None)
|
||||
score_text = f" score={score:.3f}" if isinstance(score, (int, float)) else ""
|
||||
combined.append(("cloud", mem_id, content, f"vector{score_text}"))
|
||||
|
||||
if not combined:
|
||||
if mode in ("cloud", "hybrid") and not _check_memory_available():
|
||||
return "No memories found. Cloud backend unavailable; using local markdown only."
|
||||
return "No memories found matching the query."
|
||||
|
||||
lines = [f"Found {len(results)} memories:"]
|
||||
for mem in results[:limit]:
|
||||
src = getattr(mem, "source", "")
|
||||
src_note = f" [{src}]" if src and src != "user" else ""
|
||||
lines.append(f" [{mem.memory_id[:8]}] {mem.content[:100]}{src_note}")
|
||||
lines = [f"Found {min(len(combined), limit)} memories (mode={mode}):"]
|
||||
for source_kind, mem_id, content, source in combined[:limit]:
|
||||
tag = f"{source_kind}:{source}" if source else source_kind
|
||||
id_text = mem_id[:8] if mem_id else "no-id"
|
||||
preview = content[:100] if content else "(empty)"
|
||||
lines.append(f" [{id_text}] {preview} [{tag}]")
|
||||
return "\n".join(lines)
|
||||
|
||||
async def _create(
|
||||
@@ -212,15 +279,42 @@ Examples:
|
||||
tags: Optional[List[str]],
|
||||
metadata: Optional[Dict],
|
||||
scope: str,
|
||||
backend_mode: str,
|
||||
) -> str:
|
||||
"""Store new memory."""
|
||||
if not content:
|
||||
return "Error: content required for create"
|
||||
|
||||
mode = (backend_mode or "auto").lower()
|
||||
use_local = mode in ("auto", "local", "hybrid")
|
||||
use_cloud = mode in ("auto", "cloud", "hybrid") and _check_memory_available()
|
||||
|
||||
results: List[str] = []
|
||||
|
||||
from hanzo_tools.memory.markdown_memory import get_markdown_backend
|
||||
backend = get_markdown_backend()
|
||||
mem = backend.add_memory(content=content, scope=scope)
|
||||
return f"Created memory: {mem.memory_id}"
|
||||
|
||||
if use_local:
|
||||
local_backend = get_markdown_backend()
|
||||
mem = local_backend.add_memory(content=content, scope=scope)
|
||||
results.append(f"local:{mem.memory_id}")
|
||||
|
||||
if use_cloud:
|
||||
cloud_backend = _get_lazy_memory_service()
|
||||
if cloud_backend is not None:
|
||||
cloud_memory = cloud_backend.create_memory(
|
||||
user_id=self.user_id,
|
||||
project_id=self.project_id,
|
||||
content=content,
|
||||
metadata=metadata or {"scope": scope, "source": "memory_tool"},
|
||||
)
|
||||
results.append(f"cloud:{cloud_memory.memory_id}")
|
||||
|
||||
if not results:
|
||||
if mode in ("cloud", "hybrid"):
|
||||
return "Memory not created: cloud backend unavailable."
|
||||
return "Memory not created."
|
||||
|
||||
return f"Created memory ({mode}): " + ", ".join(results)
|
||||
|
||||
async def _update(
|
||||
self,
|
||||
@@ -389,13 +483,16 @@ Examples:
|
||||
|
||||
from hanzo_tools.memory.markdown_memory import get_markdown_backend
|
||||
backend = get_markdown_backend()
|
||||
memories = backend.search_memories(queries=[""], limit=limit, scope=scope)
|
||||
backend._ensure_loaded()
|
||||
memories = list(backend._file_memories) + list(backend._session_memories)
|
||||
if scope != "global":
|
||||
memories = [m for m in memories if getattr(m, "scope", "global") == scope]
|
||||
|
||||
if not memories:
|
||||
return "No memories found."
|
||||
|
||||
lines = [f"Memories ({len(memories)}):"]
|
||||
for mem in memories:
|
||||
lines = [f"Memories ({min(len(memories), limit)} of {len(memories)}):"]
|
||||
for mem in memories[:limit]:
|
||||
lines.append(f" [{mem.memory_id[:8]}] {mem.content[:60]}...")
|
||||
return "\n".join(lines)
|
||||
|
||||
@@ -406,6 +503,7 @@ Examples:
|
||||
@mcp_server.tool()
|
||||
async def memory(
|
||||
action: Action = "list",
|
||||
backend: BackendMode = "auto",
|
||||
query: Annotated[Optional[str], Field(description="Search query")] = None,
|
||||
queries: Annotated[
|
||||
Optional[List[str]], Field(description="Multiple queries")
|
||||
@@ -448,10 +546,11 @@ Examples:
|
||||
] = "memories",
|
||||
ctx: MCPContext = None,
|
||||
) -> str:
|
||||
"""Unified memory management: recall, create, update, delete, facts, kb."""
|
||||
"""Memory management: recall, create, update, delete, facts, kb."""
|
||||
return await tool_instance.call(
|
||||
ctx,
|
||||
action=action,
|
||||
backend=backend,
|
||||
query=query,
|
||||
queries=queries,
|
||||
content=content,
|
||||
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
|
||||
|
||||
[project]
|
||||
name = "hanzo-tools-memory"
|
||||
version = "0.2.1"
|
||||
version = "0.2.2"
|
||||
description = "Memory and knowledge base tools for Hanzo MCP"
|
||||
readme = "README.md"
|
||||
requires-python = ">=3.12"
|
||||
|
||||
@@ -0,0 +1,74 @@
|
||||
"""Tests for memory tool surface and local context discovery."""
|
||||
|
||||
from pathlib import Path
|
||||
|
||||
from hanzo_tools.memory import TOOLS
|
||||
from hanzo_tools.memory.markdown_memory import MarkdownMemoryBackend
|
||||
|
||||
|
||||
def _write(path: Path, content: str) -> None:
|
||||
path.parent.mkdir(parents=True, exist_ok=True)
|
||||
path.write_text(content, encoding="utf-8")
|
||||
|
||||
|
||||
def test_memory_surface_is_single_tool() -> None:
|
||||
"""Entry-point surface should expose only one MCP tool: memory."""
|
||||
assert len(TOOLS) == 1
|
||||
tool = TOOLS[0]()
|
||||
assert tool.name == "memory"
|
||||
|
||||
|
||||
def test_context_file_priority_and_rule_detection(tmp_path: Path, monkeypatch) -> None:
|
||||
"""Discover AGENTS->CLAUDE->GEMINI->LLM first and detect editor rule files."""
|
||||
_write(tmp_path / "AGENTS.md", "# agents")
|
||||
_write(tmp_path / "CLAUDE.md", "# claude")
|
||||
_write(tmp_path / "GEMINI.md", "# gemini")
|
||||
_write(tmp_path / "LLM.md", "# llm")
|
||||
_write(tmp_path / "MEMORY.md", "# memory")
|
||||
_write(tmp_path / ".cursorrules", "cursor rules")
|
||||
_write(tmp_path / ".cursor" / "rules" / "team.mdc", "cursor team rules")
|
||||
_write(
|
||||
tmp_path / ".github" / "copilot-instructions.md",
|
||||
"# copilot instructions",
|
||||
)
|
||||
_write(
|
||||
tmp_path / ".github" / "instructions" / "python.instructions.md",
|
||||
"# python instructions",
|
||||
)
|
||||
|
||||
monkeypatch.chdir(tmp_path)
|
||||
monkeypatch.setenv("HOME", str(tmp_path / "home"))
|
||||
|
||||
backend = MarkdownMemoryBackend()
|
||||
files = backend._iter_context_files(tmp_path)
|
||||
rel_paths = [str(p.relative_to(tmp_path)) for p in files]
|
||||
|
||||
assert rel_paths[:4] == ["AGENTS.md", "CLAUDE.md", "GEMINI.md", "LLM.md"]
|
||||
assert ".cursorrules" in rel_paths
|
||||
assert ".cursor/rules/team.mdc" in rel_paths
|
||||
assert ".github/copilot-instructions.md" in rel_paths
|
||||
assert ".github/instructions/python.instructions.md" in rel_paths
|
||||
|
||||
|
||||
def test_scan_is_local_first_then_parent(tmp_path: Path, monkeypatch) -> None:
|
||||
"""Current directory files should be loaded before parent directory files."""
|
||||
repo_root = tmp_path / "repo"
|
||||
project_dir = repo_root / "services" / "api"
|
||||
_write(repo_root / "AGENTS.md", "# root agents")
|
||||
_write(project_dir / "AGENTS.md", "# local agents")
|
||||
|
||||
monkeypatch.chdir(project_dir)
|
||||
monkeypatch.setenv("HOME", str(tmp_path / "home"))
|
||||
|
||||
backend = MarkdownMemoryBackend()
|
||||
backend._ensure_loaded()
|
||||
|
||||
sources = [
|
||||
Path(m.source)
|
||||
for m in backend._file_memories
|
||||
if m.source.endswith("AGENTS.md")
|
||||
]
|
||||
|
||||
assert sources
|
||||
assert sources[0] == project_dir / "AGENTS.md"
|
||||
assert repo_root / "AGENTS.md" in sources
|
||||
@@ -21,8 +21,13 @@ from datetime import datetime
|
||||
from mcp.server import FastMCP
|
||||
from mcp.server.fastmcp import Context as MCPContext
|
||||
|
||||
# Compatibility: some older hanzo-tools.core builds don't re-export Paging.
|
||||
try:
|
||||
from hanzo_tools.core import Paging
|
||||
except ImportError:
|
||||
from hanzo_tools.core.unified import Paging
|
||||
|
||||
from hanzo_tools.core import (
|
||||
Paging,
|
||||
BaseTool,
|
||||
ToolError,
|
||||
NotFoundError,
|
||||
|
||||
Reference in New Issue
Block a user