Memory & Knowledge MCP Servers for DeepSeek Harness

Free MCP: relationship_memory validate, store (local), retrieve — portable interlocutor cards v1.

Local knowledge graph memory MCP server for AI assistants.

Enhanced MCP server for Kiro memory and task management with AI-powered features

Local-first agent memory that preserves what happened, when and why

Plan a knowledge-base placement path.

Search, retrieve, create, and update visual knowledge maps in a user's KnowMapped account.

Memory for AI agents that knows what is still true. Typed bi-temporal facts, EU-hosted.

Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get complete context. Spee…

Your AI's memory for what you actually know: recall across your documents, notes, and meetings

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.

MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.

Give every AI you use one shared, permanent memory. Store once, recall in whichever AI you open.

shared AI-context layer for teams — persistent memory your agents search and update over MCP

Shared memory router for AI agents: save/search/recall, session-start injection, review inbox.

Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph.

A MCP server built for developers enabling Git based project management with project and personal…

Keeps AI agents from repeating costly mistakes: past decisions, rules and incidents, shared by all.

MCP server for org-roam knowledge management. Provides AI agent tools for semantic search, note creation, and daily entries. Install with

Live public demo: query one person's learning and work history as a knowledge graph via MCP.

Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.

Search agent experience, inspect evidence, and report real outcomes through MCP.