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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Claude Session Memory Indexer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Preserves and retrieves cross-session learnings using deterministic hashing and Jaccard similarity.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Claude Session Memory Indexer capability set.

These are the exact actions your AI can choose when you ask it to work with Claude Session Memory Indexer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Claude Session Memory Indexer.

  1. 01

    Get project context

    Provides the current project's unique identity to the caller

  2. 02

    Index learning

    Persists a new insight or learning into the long-term memory store

  3. 03

    Query memories

    Searches for relevant past learnings based on a user's current context or question

Observed, not estimated

785ms average. Fast in production.

Claude Session Memory Indexer is checked daily against the live service.

Daily averagePeak 936ms
Aug 25Today
Fastest day
701ms
Slowest day
936ms
14-day trend
Slowing+11%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Claude Session Memory Indexer, so you can see the experience inside your AI.

It does not authenticate your account with Claude Session Memory Indexer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Claude Session Memory Indexer Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_BjVkHByUnS0ST7LAlvTWGv4MSyAsDF6XkgfthZwR/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Claude Session Memory Indexer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "claude-session-memory-indexer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_BjVkHByUnS0ST7LAlvTWGv4MSyAsDF6XkgfthZwR/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Claude Session Memory Indexer owners ask.

  • 01

    How does the system ensure memories don't leak between projects?

    The system uses a unique project hash generated from your CLAUDE.md and directory structure. This ensures that index_learning only stores and retrieves memories belonging to the specific project context.

  • 02

    Can I filter my search by specific categories?

    Yes, when using query_memories, you can provide a categoryFilter to narrow down results to specific groups like build_commands or project_conventions.

  • 03

    What happens if I save a duplicate learning?

    The system automatically detects near-duplicates. If a new learning has a Jaccard similarity greater than 0.9 with an existing one, it updates the existing entry instead of creating a new one.

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