besslframework-stack/project-tessera
MCP Developer ToolsLocal 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.
Features
- Persistent knowledge base for Claude Desktop with HTTP API for scripts and automation
- Zero‑infrastructure setup: install via pip, no Docker or API keys required
- Advanced search supporting 40+ document types and vector + keyword reranking
- Self‑maintaining memory: detects contradictions, scores confidence, auto‑merges duplicates
- Encrypted vault (AES‑256) for at‑rest security
Recent releases
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Install & Platforms
Install via
pip
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mcp-memory-service