MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development
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Dec 22, 2025 - JavaScript
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memory-server
Here are 18 public repositories matching this topic...
SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-machine bridge sync
python sqlite mcp knowledge-graph persistent-memory full-text-search concurrent claude fts5 session-tracking llm llm-memory ai-memory memory-server model-context-protocol mcp-server claude-code wal-mode
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May 15, 2026 - Python
Model Context Protocol (MCP) server that provides persistent memory capabilities for AI assistants. It allows AI models to save, retrieve, and manage scoped context across different sessions and projects safely on your local machine.
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Apr 14, 2026 - Python
SQLite-based MCP memory server with WAL mode for concurrent access. Drop-in replacement for @modelcontextprotocol/server-memory
nodejs typescript database sqlite persistence multi-agent knowledge-graph data-integrity ai-agents thread-safe better-sqlite3 acid-transactions anthropic claude-ai llm-tools memory-server model-context-protocol mcp-server concurrent-access wal-mode
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Jan 1, 2026 - JavaScript
firebase mcp ai-agents firebase-functions claude firestore rag vector-search vector-embeddings chatgpt-memory llm-memory memory-server model-context-protocol serverless-ai
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Apr 9, 2026 - TypeScript
dk — CLI for Dakera self-hosted AI agent memory. Manage memories, namespaces, vectors, knowledge graphs, and sessions.
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May 14, 2026 - Rust
Go SDK for Dakera AI agent memory — self-hosted, vectors, hybrid search, knowledge graphs, and sessions.
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May 14, 2026 - Go
Python SDK for hierarchical memory management in Graphiti, featuring chainable scope isolation and multi-level context retrieval.
python sdk knowledge-graph asyncio multi-tenancy ai-agents graphiti pydantic-v2 memory-server virstack
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Apr 26, 2026 - Python
Tiny portable memory format for agents: JSONL plus markdown plus MCP examples
mcp jsonl local-first open-webui memory-server agent-memory cursor-memory claude-memory portable-memory
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May 7, 2026 - JavaScript
Agentic AI + RAG (Retrieval-Augmented Generation) chatbot built with LangGraph, LangChain, Google Gemini, and FAISS.
embedded duckduckgo tolerance observability web-search faiss rag pydantic streamlit langchain pdf-loader langsmith google-gemini-ai langgraph agentic-ai memory-server langsmith-tracing
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Feb 11, 2026 - Python
Semantic memory server for Claude AI with OpenAI embeddings and PostgreSQL pgvector. Deploy on Vercel Edge Functions with zero infrastructure.
typescript ai mcp nextjs postgresql embeddings openai semantic-search claude edge-functions vercel pgvector memory-server
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Nov 7, 2025 - TypeScript
A self-hosted MCP server + web UI for storing memories, snippets, and agent configurations persistently across Claude Code sessions.
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Feb 19, 2026 - TypeScript
Python SDK for Dakera AI agent memory — self-hosted, 87.8% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions.
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May 14, 2026 - Python
Local-first persistent memory for AI agents — semantic search, smart deduplication, importance decay, and multi-agent isolation. Stores everything as Markdown. No cloud, no API keys, no database.
python markdown privacy mcp embeddings semantic-search deduplication ai-agents rag fastapi vector-search local-first llm lancedb ollama memory-server agent-memory
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May 15, 2026 - Python
TypeScript/JavaScript SDK for Dakera AI agent memory — self-hosted, vectors, hybrid search, knowledge graphs, sessions.
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May 14, 2026 - TypeScript
Self-hosted Dakera AI memory server — Docker Compose, Kubernetes, Helm, HA cluster setup, and monitoring.
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May 14, 2026 - Dockerfile
Rust SDK for Dakera AI agent memory — HTTP and gRPC transports, vectors, hybrid search, knowledge graphs, sessions.
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May 15, 2026 - Rust
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