Uses SQLite with FTS5 for data storage and fast full-text search, providing persistent memory storage in a local database file with zero external dependencies.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Memory Search MCP Server search for user's UI preferences from last week"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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 |
|
pip |
|
Related MCP server: nexus-memory
# Install via pip
pip install memory_search_mcp
# Or install via Smithery
npx -y @smithery/cli@latest install memory-search-mcp --client claudeMCP protocol compliant
Easy installation
Well-documented API
Production-ready
Active maintenance
This MCP server is built with EU AI Act compliance built-in:
ā Article 9 ā Risk Management System
ā Article 13 ā Transparency & Instructions for Use
ā Article 15 ā Bias Detection & Testing
ā Article 26 ā FRIA Support (where applicable)
ā Article 50 ā AI Content Watermarking (where applicable)
Need help getting compliant? Book a free 15-min diagnostic ā
Need custom development, SLA guarantees, or white-label deployment?
Pro: $99/mo ā Full MCP suite + EU AI Act tracking
Enterprise: $499/mo ā Custom dev + SLA + Dedicated support
View Pricing ā | Contact Sales ā
This server is part of the MEOK AI Labs ecosystem ā 300+ MCP servers for sovereign AI governance.
Domain | Purpose |
EU AI Act compliance marketplace | |
AI safety & monitoring | |
Sovereign AI platform | |
Legacy modernization |
MIT Ā© CSOAI-ORG
Build something that touches users? You need compliance. MEOK ships 38 governance MCPs that drop in alongside this tool ā 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 governanceFree tier: 10 calls/day per MCP. Pro tier (Ā£79/mo): unlimited + cryptographically signed compliance attestations your auditor verifies independently.
ā Full catalogue: councilof.ai/catalogue ā MEOK AI Labs: meok.ai
Tier | Price | What you get | Stripe |
Smoke test | Ā£1 | Signed sample MCP-Hardening report + Article 50 PDF | |
Quick Kit | Ā£9 | EU AI Act Article 50 implementation guide (C2PA + EU-Icon) | |
Founder Call | Ā£29 | 30-min 1-on-1 with the founder |
Refundable. UK Stripe ā VAT-clean. Builds on the 81-MCP MEOK fleet. Verify any signed report at https://meok.ai/verify.
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:
"Use record_memory to ā¦"
"Use search_memory to ā¦"
"Use add_knowledge to ā¦"
This server cannot be deployed
Memory system for AI agents with semantic search. Store and recall memories with ease.
Persistent memory for AI agents: add, search, update, and delete long-term memories.
Persistent memory for AI agents. Search and store durable facts, preferences and decisions.
Persistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.
