This is a persistent memory layer for Claude that stores and retrieves conversation context using semantic search. It tracks what the AI cares about through weighted episodes, links related memories into temporal chains, and consolidates information over time into a queryable knowledge base. You'd reach for this when you need Claude to remember context across sessions without re-explaining background, or when building assistants that need to recall past interactions, preferences, or decisions. The system is built with EU AI Act compliance features baked in, including bias detection and transparency tooling. Install via pip or Smithery, and it plugs in through standard MCP stdio transport.
Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowle...
Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowledge base, and memory consolidation.
| Client | Install |
|---|---|
| Claude Desktop | |
| Cursor | |
| VS Code | |
| Windsurf | |
| Docker | docker run -p 8000:8000 memory-search-mcp |
| pip | pip install memory-search-mcp |
# Install via pip
pip install memory_search_mcp
# Or install via Smithery
npx -y @smithery/cli@latest install memory-search-mcp --client claude
This MCP server is built with EU AI Act compliance built-in:
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This server is part of the MEOK AI Labs ecosystem — 300+ MCP servers for sovereign AI governance.
| Domain | Purpose |
|---|---|
| councilof.ai | EU AI Act compliance marketplace |
| safetyof.ai | AI safety & monitoring |
| meok.ai | Sovereign AI platform |
| cobolbridge.ai | Legacy modernization |
MIT © CSOAI-ORG
Built with 💜 by MEOK AI Labs · UK Companies House 16939677
MIT © [MEOK AI Labs](https://meok.ai)Build something that touches users? You need compliance. MEOK ships 38 governance MCPs that drop in alongside this tool — EU AI Act, DORA, NIS2, CRA, GDPR, ISO 42001, FDA SaMD, MDR, Basel, MiFID II, MiCA, COPPA, and more.
# One-shot install of the governance pack
npx meok-setup --pack governance
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| Tier | Price | What you get | Stripe |
|---|---|---|---|
| Smoke test | £1 | Signed sample MCP-Hardening report + Article 50 PDF | https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t |
| Quick Kit | £9 | EU AI Act Article 50 implementation guide (C2PA + EU-Icon) | https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t |
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Add to your claude_desktop_config.json (Claude Desktop) or your MCP client config:
{
"mcpServers": {
"memory-search-mcp": {
"command": "uvx",
"args": ["memory-search-mcp"]
}
}
}
Or: pip install memory-search-mcp then run the memory-search-mcp command (stdio transport).
Once configured, ask your assistant, for example:
record_memory to …"search_memory to …"add_knowledge to …"io.github.ericm1018/skillfm-llm-cost-optimizer-openai-anthropic-usage
io.github.mikerawsonnz/llm-orchestration-agent
io.github.mikerawsonnz/authenticated-llm-agent
labforgedev/copilot-memory-mcp
csoai-org/agent-prompt-injection-firewall-mcp
io.github.mikerawsonnz/authenticated-multi-llm-agent