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besslframework-stack/project-tessera

MCP Developer Tools

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.

Track releases GitHub Website
Python Latest v1.5.0 · 2mo ago Security brief →

Features

  • Provides a persistent, local knowledge base for Claude Desktop with an HTTP API
  • Supports document search across 40+ file types and vector‑search via LanceDB
  • Detects contradictions, scores confidence, flags stale entries, and auto‑merges duplicates

Recent releases

View all 13 releases →
No immediate action
v1.5.0 New feature

Bilingual NL Time Query

Open
No immediate action
v1.1.0 New feature

Active knowledge analysis + confidence labels

Open
No immediate action
v1.0.1 Bug fix

Tool count correction

Open
Config change
v0.9.0 New feature
Auth Breaking upgrade

FastAPI HTTP API

Open
No immediate action
v0.8.0 New feature

Universal text/code parser

Open

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About

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View on GitHub Homepage Live demo

Install & Platforms

Install via
pip

Similar tools

deusXmachina-dev/memorylane
ChrisGVE/workspace-qdrant-mcp
agentic-mcp-tools/memora
aitytech/agentkits-memory
lyonzin/knowledge-rag

Alternative to

Mem0 Basic Memory mcp-memory-service

Beta — feedback welcome: [email protected]