Koskamo

shodh-memory MCP

Provides local, LLM-free cognitive memory for AI agents using semantic search, Hebbian learning, and knowledge graphs. It operates as a single offline Rust binary with deterministic behavior, enabling agents to remember context and strengthen relevant data without cloud dependencies or API keys.

Package and access

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

shodh-memory MCP logo, by varun29ankuSCommunity listingLocal stdioSource reviewed; not executedPublished by varun29ankuS
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 318 GitHub stars

What you can do with it

  • Enable semantic search for agent memories
  • Build typed knowledge graphs from plain text
  • Implement Hebbian learning for memory strengthening
  • Provide causal lineage tracing for root cause analysis

Source and maintenance

Community listingRegistry 0.2.0Apache-2.0
mcp-registry: io.github.varun29ankuS/shodh-memory@0.2.0Source repository
Last repository push
Latest release
gliner-bi-edge-onnx-v1
Maintenance checked

Packages and installation

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

@shodh/memory-mcp 0.2.0

npm
@shodh/memory-mcp package definition
{
  "version": "0.2.0",
  "transport": "stdio",
  "identifier": "@shodh/memory-mcp",
  "registryType": "npm",
  "environmentVariables": [
    {
      "name": "SHODH_API_URL",
      "format": "string",
      "default": "http://127.0.0.1:3030",
      "description": "URL of the shodh-memory backend server"
    },
    {
      "name": "SHODH_API_KEY",
      "format": "string",
      "description": "API key for authentication"
    },
    {
      "name": "SHODH_USER_ID",
      "format": "string",
      "default": "default",
      "description": "User ID for memory isolation"
    }
  ]
}

Tools

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

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

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": {
    "shodh-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@shodh/memory-mcp@0.2.0"
      ],
      "env": {
        "SHODH_API_URL": "<YOUR_SHODH_API_URL>",
        "SHODH_API_KEY": "<YOUR_SHODH_API_KEY>",
        "SHODH_USER_ID": "<YOUR_SHODH_USER_ID>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "shodh-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@shodh/memory-mcp@0.2.0"
      ],
      "env": {
        "SHODH_API_URL": "<YOUR_SHODH_API_URL>",
        "SHODH_API_KEY": "<YOUR_SHODH_API_KEY>",
        "SHODH_USER_ID": "<YOUR_SHODH_USER_ID>"
      }
    }
  }
}

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": {
    "shodh-memory-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@shodh/memory-mcp@0.2.0"
      ],
      "env": {
        "SHODH_API_URL": "<YOUR_SHODH_API_URL>",
        "SHODH_API_KEY": "<YOUR_SHODH_API_KEY>",
        "SHODH_USER_ID": "<YOUR_SHODH_USER_ID>"
      }
    }
  }
}

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": {
    "shodh-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@shodh/memory-mcp@0.2.0"
      ],
      "env": {
        "SHODH_API_URL": "<YOUR_SHODH_API_URL>",
        "SHODH_API_KEY": "<YOUR_SHODH_API_KEY>",
        "SHODH_USER_ID": "<YOUR_SHODH_USER_ID>"
      }
    }
  }
}

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