besslframework-stack/project-tessera

v0.4.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 2mo MCP Developer Tools

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Summary

AI summary

Added cross-session memory, auto-learn indexing, knowledge graph tools, and removed Ollama dependency.

Full changelog

What's New

Cross-session Memory

remember — save knowledge that persists across Claude sessions
recall — search past memories by semantic similarity

Auto-learn

learn — capture insights and immediately index them for search

Knowledge Graph

knowledge_graph — build Mermaid diagrams showing document relationships
explore_connections — explore connections around a specific topic

Zero External Dependencies

Replaced Ollama with fastembed (ONNX) — no server, no Docker, no API keys
Just pip install and tessera init

15 MCP Tools Total

Search, memory, knowledge graph, indexing, workspace management, PRD audit, and more.

Install

git clone https://github.com/besslframework-stack/project-tessera.git
cd project-tessera
python3 -m venv .venv && source .venv/bin/activate
pip install -e .
tessera init

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About besslframework-stack/project-tessera

Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CSV, session logs) into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph visualization. Zero external dependencies — fastembed + LanceDB, no Ollama or Docker required. 15 MCP tools.

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