Mem.ai Connector for AI agents.
12 live capabilities
Manage your personal knowledge base and research notes through natural conversation.
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Why people use Mem.ai
Mem AI Knowledge Base Management for Researchers
This Connector changes the dynamic by making your knowledge base searchable through a conversation. Instead of hunting, you just ask your agent for the information. It pulls the right data from Mem.ai and puts it right in front of you. You get to stay in your flow while your notes do the work of staying organized.
What Vinkius changes
You get a searchable, conversational interface for your entire knowledge base.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Finding a specific meeting
A manager asks for "last week's notes on the marketing budget" and the agent uses search_mems to find the right note.
- Real-world use case 02
Rapid brainstorming
A writer quickly logs three different links and a paragraph of text using mem_it to save for later.
- Real-world use case 03
Project logging
A developer tells the agent to add a new status update to a project note, which triggers update_mem.
Complete set · 12capabilities
The complete Mem.ai capability set.
These are the exact actions your AI can choose when you ask it to work with Mem.ai.
01—04
4 capabilities in this set.
Part of 12 available through Mem.ai.
- 01 Capability
Update mem
Swaps out existing text in a note to keep your information current. This avoids creating duplicate notes.
- 02 Capability
Delete mem
Permanently removes a note from your workspace. This action is irreversible via the API.
- 03 Capability
List collections
Shows all the thematic groupings you have created. This helps you see how your workspace is organized.
- 04 Capability
Create collection
Establishes a new thematic group for your notes. Use this to create logical boundaries for different projects.
05—08
4 capabilities in this set.
Part of 12 available through Mem.ai.
- 05 Capability
Get collection
Inspects the metadata for a specific collection. This lets you see what is grouped inside a theme.
- 06 Capability
Add mem to collection
Attaches a note to a specific thematic group. This keeps your notes structurally organized.
- 07 Capability
List collection mems
Queries all notes inside a specific collection. This is the best way to explore a specific project's documentation.
- 08 Capability
Create mem
Creates a new note in Mem.ai using Markdown format. It instantly maps your text into indexed knowledge.
09—12
4 capabilities in this set.
Part of 12 available through Mem.ai.
- 09 Capability
List mems
Pulls a list of all raw notes across your entire workspace. This helps you see your total knowledge distribution.
- 10 Capability
Get mem
Retrieves the full text body and metadata for a specific note ID. Use this to pull precise project details.
- 11 Capability
Search mems
Performs a semantic search across all your indexed knowledge. It finds information based on meaning, not just keywords.
- 12 Capability
Mem it
Generates automated blocks for quick capture of links or raw thoughts. It logs ideas without dashboard navigation.
Set up in minutes
One URL. Then ask Mem.ai to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Mem.ai from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_iSJtoT7sEVWTWssTHTzTEMJDToxkEDep4lm94sqs/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Mem.ai, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Mem.ai for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_iSJtoT7sEVWTWssTHTzTEMJDToxkEDep4lm94sqs/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Mem.ai URL.
- Step 03
Save and start
Save the connection and enable Mem.ai in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"mem-ai-knowledge-workspace": {
"url": "https://edge.vinkius.com/vk_preview_iSJtoT7sEVWTWssTHTzTEMJDToxkEDep4lm94sqs/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Mem.ai
Open Agent mode in chat and ask: "Using Mem.ai, help me...". 12 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"mem-ai-knowledge-workspace": {
"url": "https://edge.vinkius.com/vk_preview_iSJtoT7sEVWTWssTHTzTEMJDToxkEDep4lm94sqs/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Mem.ai
Ask Copilot: "Using Mem.ai, help me...". 12 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"mem-ai-knowledge-workspace": {
"url": "https://edge.vinkius.com/vk_preview_iSJtoT7sEVWTWssTHTzTEMJDToxkEDep4lm94sqs/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Mem.ai
Open Cascade and ask: "Using Mem.ai, help me...". 12 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"mem-ai-knowledge-workspace": {
"url": "https://edge.vinkius.com/vk_preview_iSJtoT7sEVWTWssTHTzTEMJDToxkEDep4lm94sqs/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Mem.ai
Ask Cline: "Using Mem.ai, help me...". 12 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add mem-ai-knowledge-workspace --transport http "https://edge.vinkius.com/vk_preview_iSJtoT7sEVWTWssTHTzTEMJDToxkEDep4lm94sqs/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Mem.ai
Ask Claude: "Using Mem.ai, show me...". 12 tools are ready
Where the request belongs
Work Mem.ai can move forward.
This is for knowledge workers who are drowning in notes, researchers building massive archives, and project leads who need to keep team documentation current without the manual overhead.
Researcher
Uses the capability to bridge ideas across thousands of research papers and personal notes.
Project Manager
Keeps meeting notes and project logs updated by letting the AI agent append new updates.
Content Creator
Quickly captures raw thoughts and links into a structured knowledge base for later use.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse ConnectorsSlab
Manage your team's knowledge base. query wiki articles, create new documentation, and explore topics directly using AI agents.
Verba
Connect your Verba RAG platform to your AI agent. Search your documents, retrieve semantic answers, and manage your Weaviate knowledge base directly.
DocsBot
Equip your AI agent to manage AI-powered knowledge bases, track sources, and query your bots via the DocsBot API.
Tettra
Search, read, and create internal wiki pages on your Tettra knowledge base directly from your AI agent.
Memo Meister
Create and organize smart notes with AI-powered tagging, search, and knowledge connections that make your ideas retrievable.
FastGPT
Manage FastGPT Knowledge Bases. automate dataset creation, document ingestion, and RAG search directly from any AI agent.
Bring your own AI
Change the model, client or framework. Keep Mem.ai connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Mem.ai.
The practical details behind the request, access and result.
Does the Mem AI MCP let my agent read my private notes?
Yes, it gives your AI client the ability to read and write to your Mem.ai workspace. It treats your notes as a source of truth it can pull from to answer your questions.
Can I use the Mem AI MCP to organize my research?
Absolutely. You can have your agent create collections and move notes into them, keeping your research organized by topic without you having to do the manual sorting.
How does the Mem AI MCP find information if I don't use the right keywords?
It uses semantic search. This means the agent looks for the meaning behind your request, finding relevant notes even if they don't contain the exact words you typed.
Can I update notes using the Mem AI MCP?
Yes, you can tell your agent to modify existing notes. This is great for keeping project logs or meeting notes current as things change.
Is it possible to quickly capture links with the Mem AI MCP?
Yes, you can use a quick capture command to log snippets or links. This lets you save ideas instantly without having to navigate the full Mem.ai dashboard.
Can the Mem AI MCP handle team knowledge?
Yes, if your team uses a Mem.ai workspace, this Connector allows your agent to interact with that shared knowledge base to help with team-wide projects.
How is Mem's AI search different from regular keyword search?
Mem uses semantic similarity. When your agent uses the search_mems capability, it identifies notes based on the meaning of your query. This means you can find relevant context even if you don't remember the exact words used in the original note.
Can I organize my notes into folders using my agent?
In Mem, folders are called 'Collections'. Use the create_collection and add_mem_to_collection capabilities. Your agent can establish thematic groups and link specific mems to them structurally, maintaining an organized workspace through conversation.
What is the 'Mem It' capability used for?
The mem_it capability 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.
One connection away
Give your agent a direct line to Mem.ai.
Connect Mem.ai once. Keep it beside 5,900+ managed Connectors when the next task needs more.
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