besslframework-stack/project-tessera

v1.1.0 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

Tessera adds active knowledge analysis with multi-angle search, contradiction detection, and confidence‑labeled results.

Full changelog

Insight Phase — From passive storage to active knowledge intelligence

Tessera now actively analyzes your memories, detects contradictions, and searches from multiple angles. Cross-project patterns adopted from Claudel, Fleming, Tether, and channeltalk-mcp.

New MCP Tools & HTTP Endpoints (+6 each)

| Feature | MCP Tool | HTTP Endpoint |
|---------|----------|---------------|
| Multi-angle Search | deep_search | POST /deep-search |
| Multi-angle Recall | deep_recall | POST /deep-recall |
| Contradiction Detection | detect_contradictions | GET /contradictions |
| Memory Confidence | memory_confidence | GET /memory-confidence |
| Memory Health | memory_health | GET /memory-health |
| Plugin Hooks | list_plugin_hooks | GET /hooks |

Search Verdict

Every search/recall result now includes a confidence label: confident match (≥45%), possible match (25-45%), low relevance (<25%).

By the numbers

53 MCP tools (+6)
34 HTTP endpoints (+6)
784 tests (+132)
6 new modules

Install / upgrade

pip install --upgrade project-tessera

View diff on GitHub

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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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