Commit graph

19 commits

Author SHA1 Message Date
Anton Evseev
0da77ce2c9
feat(mcp): add Bearer token authentication and tenant auth propagation (#241)
* feat(mcp): add Bearer token authentication support

Add HINDSIGHT_API_MCP_AUTH_TOKEN environment variable to enable
authentication for MCP endpoint. When set, all requests must include
a valid Authorization header (Bearer token or direct token).

If not set, MCP endpoint remains open for backwards compatibility
with local development environments.

* fix: propagate Bearer token from MCP middleware to tools for tenant auth

MCP tools were creating RequestContext() without api_key, causing
"Invalid API key" errors when tenant extension validates requests.
Now the Bearer token is extracted in middleware, stored in a context
variable, and passed through to all MCP tool RequestContext instances.
2026-01-30 09:08:18 +01:00
Nicolò Boschi
b378f6852f
feat(mcp): add timestamp to retain (#190)
* feat(mcp): add timestamp to retain

* ci
2026-01-23 16:00:43 +01:00
Nicolò Boschi
4f2833873c
feat: introduce mental models (#132)
* mental models

* DRAFT: refactor entity observations

* fix db patch

* agentic

* agentic

* reflect agent

* new style

* more

* fix ci

* fix

* fix
2026-01-16 11:16:41 +01:00
Nicolò Boschi
9fd567984c
fix(mcp): add back bank list and create_bank tools (#123)
* fix(mcp): add back bank list and create_bank tools

* fix tests

* fix tests
2026-01-08 14:02:28 +01:00
Anton Evseev
37fc7fb8bd
feat(mcp): add async_processing parameter to retain tool (#95)
* feat(mcp): add async_processing parameter to retain tool

Add async_processing parameter (default: True) to the MCP retain tool
to allow non-blocking memory storage. When True, memories are queued
for background processing and the tool returns immediately. When False,
the tool waits for completion before returning.

This matches the async behavior available in the HTTP API.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* feat(mcp): add list_memories and reflect tools

Add two missing MCP tools to achieve feature parity with HTTP API:

- list_memories: browse memories with pagination and full-text search
  (equivalent to GET /memories/list)
- reflect: LLM-based reasoning over memories with disposition awareness
  (equivalent to POST /reflect)

Both tools follow the existing pattern with JSON string responses
and proper error handling.

* docs: improve CLAUDE.md with detailed architecture info

- Add memory types explanation (world, experience, opinion, observation)
- Document retain/ and search/ submodule structure
- Add commands for single test run, ruff format, ty type checking
- Note MCP server implementation in API layer
- Add optional environment variables section
- Clarify conventions (no Python files at root, npm workspaces)

* chore: add .mcp.json and .osgrep to gitignore

These are user-specific development tool configs that should not be committed.

* changes

* refactor(mcp): remove list_memories tool

The list_memories endpoint is for debugging/exploration, not agent use.
Agents should use recall for semantic search instead.

Feedback from maintainer: "this tool is misleading for the agent,
it should use recall, the list method is mostly for debugging and
exploration, not for real usage"

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* refactor(mcp): remove list_banks and create_bank tools

These admin/orchestration tools are not needed for typical agent usage.
Agents work with a single configured bank via X-Bank-Id header.

MCP now exposes only core memory operations:
- retain: store memories
- recall: semantic search
- reflect: LLM reasoning over memories

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

---------

Co-authored-by: Anton Evseev <a.evseev@xsolla.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-08 11:17:02 +01:00
Nicolò Boschi
76fd052b3a
misc: add mcp integration tests and increase test coverage (#98)
* misc: add mcp integration tests and increase test coverage

* misc: add mcp integration tests and increase test coverage

* misc: add mcp integration tests and increase test coverage
2026-01-05 11:16:55 +01:00
Bjorn Schliebitz
6b5f593dca
feat(mcp): Add multi-bank access and new MCP tools (#82)
* feat(mcp): Add multi-bank access and new MCP tools

Enables orchestrator agents to access multiple memory banks from a
single MCP connection, with new tools for bank management.

## New MCP Tools
- `reflect` - Thoughtful analysis using bank's personality and memories
- `list_banks` - Discover all available memory banks
- `create_bank` - Create new banks programmatically

## Multi-Bank Access
- Added optional `bank_id` parameter to `retain`, `recall`, `reflect`
- Allows cross-bank operations from a single MCP session
- Defaults to session bank if not specified

## Claude Code Compatibility
- Enabled `stateless_http=True` for proper Claude Code integration
- Responses now include `bank_id` for transparency

## Documentation
- Added docker-compose.example.yml with env var substitution
- Added HINDSIGHT-DOCKER.md setup guide with volume persistence docs
- Updated .gitignore to exclude local docker-compose.yml

## Use Case
Orchestrator agents can now:
- Maintain a private meta-orchestration bank
- Access shared project knowledge banks
- Query across banks for cross-context insights

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Address PR review feedback: remove docker files, improve reflect description

- Remove HINDSIGHT-DOCKER.md and docker-compose.example.yml per reviewer request
- Improve reflect tool description with clearer guidance for AI agents:
  - Added "WHEN TO USE THIS TOOL" section
  - Added "EXAMPLES OF GOOD QUERIES" with concrete use cases
  - Added "HOW IT DIFFERS FROM RECALL" to clarify when to use each tool

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-05 10:06:52 +01:00
Nicolò Boschi
2a0c490c9e
feat: extensions (#54) 2025-12-22 11:05:23 +01:00
Nicolò Boschi
9394cf92f2
fix: doc build and lint files (#34)
* fix doc build

* fix doc build
2025-12-16 13:49:09 +01:00
Nicolò Boschi
7dd68538bb
feat: add local mcp server (#32) 2025-12-16 10:50:20 +01:00
Nicolò Boschi
94c2b85c81
switch to pg0-embedded (#28)
* switch to pg0-embedded

* switch to pg0-embedded

* stricter mcp lib
2025-12-12 19:13:26 +01:00
Nicolò Boschi
eef43f59c2 improve retain performances, caching and tests 2025-12-08 18:21:56 +01:00
Nicolò Boschi
06b956a553 new names 2025-12-04 21:34:05 +01:00
Nicolò Boschi
91bc3b02bc speed up batch writes 2025-12-04 16:52:43 +01:00
Nicolò Boschi
b83fd3a5c3 improve docker and mcp 2025-12-04 15:38:55 +01:00
Nicolò Boschi
09fbcc2020 prepare for release 2025-12-03 11:52:25 +01:00
Nicolò Boschi
3e72984cd2 chunks 2025-11-29 16:34:13 +01:00
Nicolò Boschi
d099ef870d rename to new names 2025-11-27 16:22:16 +01:00
Nicolò Boschi
b1ff2e8823
rename to hindsight (#2) 2025-11-25 19:28:26 +01:00
Renamed from memora/memora/api/mcp.py (Browse further)