Integrate Mem AI (Knowledge Workspace) with Claude, Cursor, Chatbots & AI Agents MCP Server

Q: What is the 'Mem It' tool used for?

The mem_it tool is a quick capture shortcut. Your agent can use it to instantly log raw thoughts, URLs, or snippets into your workspace with automated formatting, perfect for high-speed idea tracking during your workflow.

Manage your knowledge base via Mem.ai — create notes, run AI semantic search, and organize collections.

GDPR Free for Subscribers

Compatible with every major AI agent and IDE

Claude

ChatGPT

Cursor

Gemini

Windsurf

VS Code

JetBrains

Vercel

+ other MCP clients

add

Add mem to collection on Mem AI (Knowledge Workspace)

Attach live Mems structurally inside explicitly mapped Collections

create

Create collection on Mem AI (Knowledge Workspace)

Establish new logical thematic groupings mapping notes

create

Create mem on Mem AI (Knowledge Workspace)

ai. Converts plain textual knowledge to indexed vectors immediately mapped implicitly via AI. Create a new mem (note) in Mem.ai using Markdown

delete

Delete mem on Mem AI (Knowledge Workspace)

No recovery is possible via API. Irreversibly vaporize a mem document globally

get

Get collection on Mem AI (Knowledge Workspace)

Inspect specific Collection metadata elements

get

Get mem on Mem AI (Knowledge Workspace)

Retrieve explicit full context metadata by target Mem ID

list

List collection mems on Mem AI (Knowledge Workspace)

Query ALL explicit Mem bodies inside specific Collections

list

List collections on Mem AI (Knowledge Workspace)

Query explicitly tracked thematic Collections arrays

list

List mems on Mem AI (Knowledge Workspace)

Returns identifiers and raw bodies. Careful, this returns heavy payloads. List all raw mems across the global workspace

mem

Mem it on Mem AI (Knowledge Workspace)

Quick capture shortcut generating automated blocks

Search mems on Mem AI (Knowledge Workspace)

AI semantic search looking into all indexed knowledge

update

Update mem on Mem AI (Knowledge Workspace)

Replaces absolute text values so ensure `get_mem` was run to append rather than destroy inadvertently. Update pre-existing mem content natively swapping strings

Security & Code Integrity Audit

Every tool in the Mem AI (Knowledge Workspace) MCP Server is continuously audited by the Vinkius Security Engine. We guarantee zero-trust payload isolation, strict data boundaries, and deterministic execution for enterprise-grade AI agents.

A+Score: 100

How Vinkius protects your data

Can I set different limits for each virtual assistant on my team?

Absolutely. You have full control in our command center. You can create an AI agent that only "reads" data so the support team can answer questions, and another superpowered agent that can "edit" and "create" information exclusively for your operations team. Each AI gets exactly the level of access you allow.

What is the 'Mem It' tool used for?

The mem_it tool is a quick capture shortcut. Your agent can use it to instantly log raw thoughts, URLs, or snippets into your workspace with automated formatting, perfect for high-speed idea tracking during your workflow.

What happens if the underlying API rate limits my agent?

Our edge infrastructure automatically handles backoffs, queueing, and throttling. If an AI agent sends too many erratic requests, Vinkius manages the rate limits gracefully, ensuring your backend doesn't crash.

How does the AI access my passwords and credentials?

It simply doesn't. On Vinkius, your passwords, API keys, and login details are kept in a secure vault. The AI (like ChatGPT or Claude) merely "asks" Vinkius to perform the task. Vinkius opens the door, does the work, and hands the result back to the AI. Your credentials are never seen, read, or learned by the artificial intelligence.

Automated Workflows using Mem AI (Knowledge Workspace)

Add the Mem AI (Knowledge Workspace) tool to your AI Agents. The toolkit allows Claude and ChatGPT to securely fetch and update targeted data.

Next-Gen knowledge base Operations

The Mem AI (Knowledge Workspace) integration allows Cursor and ChatGPT to securely fetch knowledge base data. It handles the API requests required for productivity operations.

The Future of semantic search

The Mem AI (Knowledge Workspace) toolkit provides AI native integration for semantic search. It structures data so Claude Code can accurately process productivity requirements.