fleet-memory/hindsight-api-slim/tests/test_mcp_endpoint_routing.py
Nicolò Boschi 15ea23d5d6
feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560)
* feat: introduce hindsight-api-slim and hindsight-all-slim packages

Closes #552

- Move all source code from hindsight-api/ to new hindsight-api-slim/
- hindsight-api-slim has heavy ML deps (torch, sentence-transformers,
  transformers, einops, flashrank, mlx, mlx-lm, safetensors) and
  pg0-embedded as optional extras: [local-ml], [embedded-db], [all]
- hindsight-api becomes a zero-code meta-package depending on
  hindsight-api-slim[all] for full backward compatibility
- Add hindsight-all-slim meta-package: hindsight-api-slim + client + embed
- hindsight-all updated to depend on hindsight-api-slim[all]
- pg0.py: lazy-import pg0 with clear ImportError pointing to [embedded-db]
- Dockerfile: replace sed hack with proper uv sync --extra flags
- Update release.yml, test.yml, lint.sh, release.sh, CLAUDE.md and
  all path references throughout the repo

* refactor: rename hindsight/ directory to hindsight-all/

* docs: document hindsight-api-slim and hindsight-all-slim package variants

Add package variants table and extras explanation to installation.md

* docs: remove emojis from installation.md, use professional tone

* docs: link Docker slim variant to pip package variants section

* docs: consolidate Docker image variants into single table

* ci: fix working-directory paths after package restructure

- Replace all hindsight-api → hindsight-api-slim in test.yml
- Replace hindsight → hindsight-all in test.yml
- Add --extra embedded-db to test-embed API install step

* ci: add local-ml and embedded-db extras to API sync steps

These extras were previously implicit in the old hindsight-api package
(which bundled everything). Now that hindsight-api-slim uses optional
extras, we must explicitly request local-ml and embedded-db in CI.

* ci: add API install step with embedded-db to test-embed smoke test

The smoke test starts hindsight-api as a daemon, which requires pg0-embedded.
Add a dedicated install step for hindsight-api-slim with embedded-db extra
so the daemon can start successfully.

* ci: remove --no-install-project when using optional extras

When --no-install-project is combined with --extra, the optional deps
are not installed because extras require the project to be active.
Remove --no-install-project from steps that need local-ml or embedded-db.

* ci: fix ordering of uv sync steps to preserve optional extras

When uv sync runs for a different workspace member, it removes optional
extras installed for other members. Fix by always running extra-requiring
API sync last, after other workspace member syncs.

Also remove --no-install-project from embedded-db sync in test-embed,
as --no-install-project prevents optional extras from being active.

* ci: add local-ml extra to test-embed API install for smoke test

The smoke test starts the full API server which needs sentence-transformers
for local embeddings (default provider). Add local-ml extra to the install.

* ci: simplify extras with --all-extras and add slim pip smoke test

- Replace explicit --extra local-ml --extra embedded-db with --all-extras
  for cleaner, more maintainable sync steps
- Add test-pip-slim job: tests hindsight-api-slim[embedded-db] without
  local ML models, using Cohere for embeddings/reranking (mirrors Docker
  slim smoke test approach)

* ci: simplify slim smoke test to health check only (mirrors Docker test)
2026-03-13 13:50:03 +01:00

280 lines
13 KiB
Python

"""Integration test for MCP endpoint routing.
This test verifies that /mcp/ and /mcp/{bank_id}/ expose different tool sets,
and that URLs with or without trailing slashes both work (no 307 redirect).
"""
import httpx
import pytest
from mcp.client.session import ClientSession
from mcp.client.streamable_http import streamable_http_client
@pytest.mark.asyncio
async def test_mcp_endpoint_routing_integration(memory):
"""Test that multi-bank and single-bank endpoints expose different tools using StreamableHTTP.
This is a regression test for issue #317 where /mcp/{bank_id}/ was incorrectly
exposing all tools (including list_banks) and bank_id parameters.
"""
from hindsight_api.api import create_app
# Create app with MCP enabled
app = create_app(memory, mcp_api_enabled=True, initialize_memory=False)
# Use the app's lifespan context to properly initialize MCP servers
async with app.router.lifespan_context(app):
# Create an HTTPX client that routes to our ASGI app
from httpx import ASGITransport
async with httpx.AsyncClient(transport=ASGITransport(app=app), base_url="http://test") as http_client:
# Test 1: Multi-bank endpoint /mcp/
async with streamable_http_client("http://test/mcp/", http_client=http_client) as (
read_stream,
write_stream,
_,
):
async with ClientSession(read_stream, write_stream) as session:
await session.initialize()
multi_result = await session.list_tools()
multi_tools = {t.name for t in multi_result.tools}
# Multi-bank should have all tools including bank management and mental models
assert "retain" in multi_tools
assert "recall" in multi_tools
assert "reflect" in multi_tools
assert "list_banks" in multi_tools, "Multi-bank should expose list_banks"
assert "create_bank" in multi_tools, "Multi-bank should expose create_bank"
assert "list_mental_models" in multi_tools, "Multi-bank should expose list_mental_models"
assert "create_mental_model" in multi_tools, "Multi-bank should expose create_mental_model"
assert "get_mental_model" in multi_tools, "Multi-bank should expose get_mental_model"
assert "update_mental_model" in multi_tools, "Multi-bank should expose update_mental_model"
assert "delete_mental_model" in multi_tools, "Multi-bank should expose delete_mental_model"
assert "refresh_mental_model" in multi_tools, "Multi-bank should expose refresh_mental_model"
# Multi-bank retain should have bank_id parameter
retain_tool = next((t for t in multi_result.tools if t.name == "retain"), None)
assert retain_tool is not None
multi_params = set(retain_tool.inputSchema.get("properties", {}).keys())
assert "bank_id" in multi_params, "Multi-bank retain should have bank_id parameter"
# Test 2: Single-bank endpoint /mcp/test-bank/
async with streamable_http_client("http://test/mcp/test-bank/", http_client=http_client) as (
read_stream,
write_stream,
_,
):
async with ClientSession(read_stream, write_stream) as session:
await session.initialize()
single_result = await session.list_tools()
single_tools = {t.name for t in single_result.tools}
# Single-bank should have scoped tools including mental models (no bank management)
assert "retain" in single_tools
assert "recall" in single_tools
assert "reflect" in single_tools
assert "list_mental_models" in single_tools, "Single-bank should expose list_mental_models"
assert "create_mental_model" in single_tools, "Single-bank should expose create_mental_model"
assert "list_banks" not in single_tools, "Single-bank should NOT expose list_banks"
assert "create_bank" not in single_tools, "Single-bank should NOT expose create_bank"
# Single-bank retain should NOT have bank_id parameter
retain_tool = next((t for t in single_result.tools if t.name == "retain"), None)
assert retain_tool is not None
single_params = set(retain_tool.inputSchema.get("properties", {}).keys())
assert "bank_id" not in single_params, "Single-bank retain should NOT have bank_id parameter"
@pytest.mark.asyncio
async def test_mcp_no_trailing_slash_works(memory):
"""Test that /mcp (no trailing slash) discovers tools without 307 redirect.
Starlette's Mount class redirects /mcp to /mcp/ with a 307 Temporary Redirect.
Many MCP clients don't follow POST redirects, causing 0 tools to be discovered.
MCPMiddleware wraps the app directly (no Mount), so the redirect never happens.
"""
from hindsight_api.api import create_app
app = create_app(memory, mcp_api_enabled=True, initialize_memory=False)
async with app.router.lifespan_context(app):
from httpx import ASGITransport
async with httpx.AsyncClient(transport=ASGITransport(app=app), base_url="http://test") as http_client:
# /mcp (no slash) should work the same as /mcp/
async with streamable_http_client("http://test/mcp", http_client=http_client) as (
read_stream,
write_stream,
_,
):
async with ClientSession(read_stream, write_stream) as session:
await session.initialize()
result = await session.list_tools()
tools = {t.name for t in result.tools}
assert len(tools) >= 11, f"Expected at least 11 tools from /mcp, got {len(tools)}: {tools}"
assert "retain" in tools
assert "recall" in tools
assert "list_banks" in tools
# /mcp/my-bank (single-bank, no slash) should also work
async with streamable_http_client("http://test/mcp/my-bank", http_client=http_client) as (
read_stream,
write_stream,
_,
):
async with ClientSession(read_stream, write_stream) as session:
await session.initialize()
result = await session.list_tools()
tools = {t.name for t in result.tools}
assert "retain" in tools
assert "list_banks" not in tools, "Single-bank /mcp/my-bank should NOT expose list_banks"
@pytest.mark.asyncio
async def test_mcp_tool_execution_through_client(memory):
"""Test that tools can be called (not just discovered) through the MCP client.
This verifies the full pipeline: HTTP → middleware → FastMCP → tool → engine → response.
Previous tests only checked tool discovery (list_tools), not actual execution.
"""
from httpx import ASGITransport
from hindsight_api.api import create_app
app = create_app(memory, mcp_api_enabled=True, initialize_memory=False)
async with app.router.lifespan_context(app):
async with httpx.AsyncClient(transport=ASGITransport(app=app), base_url="http://test") as http_client:
async with streamable_http_client("http://test/mcp/", http_client=http_client) as (
read_stream,
write_stream,
_,
):
async with ClientSession(read_stream, write_stream) as session:
await session.initialize()
# Execute list_banks tool
result = await session.call_tool("list_banks", arguments={})
assert result is not None
assert len(result.content) > 0
# The result text should be valid JSON with a "banks" key
import json
response_text = result.content[0].text
parsed = json.loads(response_text)
assert "banks" in parsed
@pytest.mark.asyncio
async def test_mcp_mental_model_validation_through_client(memory):
"""Test that input validation works through the real MCP transport.
Verifies that invalid inputs return error messages without crashing,
and that the engine is never called with invalid data.
"""
from httpx import ASGITransport
from hindsight_api.api import create_app
app = create_app(memory, mcp_api_enabled=True, initialize_memory=False)
async with app.router.lifespan_context(app):
async with httpx.AsyncClient(transport=ASGITransport(app=app), base_url="http://test") as http_client:
async with streamable_http_client("http://test/mcp/", http_client=http_client) as (
read_stream,
write_stream,
_,
):
async with ClientSession(read_stream, write_stream) as session:
await session.initialize()
# Test: empty name should return validation error
import json
result = await session.call_tool(
"create_mental_model",
arguments={"name": "", "source_query": "test query"},
)
assert result is not None
parsed = json.loads(result.content[0].text)
assert "error" in parsed
assert "name cannot be empty" in parsed["error"]
# Test: max_tokens out of range should return validation error
result = await session.call_tool(
"create_mental_model",
arguments={"name": "Test", "source_query": "test query", "max_tokens": 0},
)
parsed = json.loads(result.content[0].text)
assert "error" in parsed
assert "max_tokens must be between 256 and 8192" in parsed["error"]
@pytest.mark.asyncio
async def test_mcp_bank_named_sse_routes_to_single_bank(memory):
"""Test that a bank named 'sse' routes to single-bank mode.
Regression test: the old MCP_ENDPOINTS blocklist prevented banks named 'sse'
or 'messages' from being accessed via path routing. They fell through to
multi-bank mode instead.
"""
from httpx import ASGITransport
from hindsight_api.api import create_app
app = create_app(memory, mcp_api_enabled=True, initialize_memory=False)
async with app.router.lifespan_context(app):
async with httpx.AsyncClient(transport=ASGITransport(app=app), base_url="http://test") as http_client:
async with streamable_http_client("http://test/mcp/sse/", http_client=http_client) as (
read_stream,
write_stream,
_,
):
async with ClientSession(read_stream, write_stream) as session:
await session.initialize()
result = await session.list_tools()
tools = {t.name for t in result.tools}
# Should be single-bank mode (no bank management tools)
assert "retain" in tools
assert "recall" in tools
assert "list_banks" not in tools, "Bank 'sse' should route to single-bank mode"
assert "create_bank" not in tools
# retain should NOT have bank_id parameter (single-bank mode)
retain_tool = next(t for t in result.tools if t.name == "retain")
params = set(retain_tool.inputSchema.get("properties", {}).keys())
assert "bank_id" not in params
@pytest.mark.asyncio
async def test_mcp_bank_named_messages_routes_to_single_bank(memory):
"""Test that a bank named 'messages' routes to single-bank mode.
Same regression test as test_mcp_bank_named_sse_routes_to_single_bank but for 'messages'.
"""
from httpx import ASGITransport
from hindsight_api.api import create_app
app = create_app(memory, mcp_api_enabled=True, initialize_memory=False)
async with app.router.lifespan_context(app):
async with httpx.AsyncClient(transport=ASGITransport(app=app), base_url="http://test") as http_client:
async with streamable_http_client("http://test/mcp/messages/", http_client=http_client) as (
read_stream,
write_stream,
_,
):
async with ClientSession(read_stream, write_stream) as session:
await session.initialize()
result = await session.list_tools()
tools = {t.name for t in result.tools}
assert "retain" in tools
assert "list_banks" not in tools, "Bank 'messages' should route to single-bank mode"