Koskamo

MindCore Memory MCP

A production-hardened Model Context Protocol (MCP) server that provides AI agents with persistent long-term memory. It features hybrid BM25 and FAISS search capabilities, circuit breakers for resilience, SLO tracking, and Prometheus metrics. The server ensures memories survive across sessions and includes a unique 3D Boundary Balance Algorithm for importance scoring and confidence calibration.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

MindCore Memory MCP logo, by woshilaoheiCommunity listingLocal stdioSource reviewed; not executedPublished by woshilaohei
You need:pip install mindcore-memorypip install mindcore-memory[semantic]
Vendor documentation

What you can do with it

  • Provide AI agents with persistent memory across sessions
  • Perform hybrid BM25 and semantic FAISS search on stored memories
  • Monitor server health via Prometheus metrics and SLO tracking
  • Protect against embedding service failures using circuit breakers

Source and maintenance

Community listingRegistry 0.1.11
mcp-registry: io.github.woshilaohei/mindcore-memory@0.1.11Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

mindcore-memory 0.1.11

pypi
mindcore-memory package definition
{
  "version": "0.1.11",
  "transport": "stdio",
  "identifier": "mindcore-memory",
  "registryType": "pypi"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "mindcore-memory-mcp": {
      "command": "uvx",
      "args": [
        "mindcore-memory==0.1.11"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "mindcore-memory-mcp": {
      "command": "uvx",
      "args": [
        "mindcore-memory==0.1.11"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "mindcore-memory-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mindcore-memory==0.1.11"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "mindcore-memory-mcp": {
      "command": "uvx",
      "args": [
        "mindcore-memory==0.1.11"
      ]
    }
  }
}

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