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14 commits

Author SHA1 Message Date
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)