Memory for AI

Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

What does this entry provide?

Memory for AI is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 73/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding Memory for AI to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.

Snapshot facts

Source: Official MCP Registry
Quality: 73/100
Install method: npm
Repo: LonelyTraderBay/memory-for-ai
Repo updated: Sep 18, 2026

Install command

npx -y memory-for-ai-mcp@0.11.0

Install method: npm

Review the upstream source before running this command.

GitHub project

Quality

Repo stars

Repo updated

Sep 18, 2026

How is this score calculated?

Weighted across six dimensions, scored 0-100.
Provenance (25): listed in an official or curated registry.
Installability (25): a runnable install command beats a declared transport, which beats a source checkout.
Maintenance (20): recency of the last push; archived entries score zero here.
Adoption (20): repository stars on a log curve.

MCP manifest

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-09-18T12:00:25.835781Z",
      "publishedAt": "2026-09-18T12:00:25.835781Z",
      "statusChangedAt": "2026-09-18T12:00:25.835781Z"
    }
  },
  "server": {
    "name": "io.github.LonelyTraderBay/memory-for-ai",
    "title": "Memory for AI",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "version": "0.11.0",
    "packages": [
      {
        "version": "0.11.0",
        "transport": {
          "type": "stdio"
        },
        "identifier": "memory-for-ai-mcp",
        "runtimeHint": "npx",
        "registryType": "npm"
      },
      {
        "version": "0.11.0",
        "transport": {
          "type": "stdio"
        },
        "identifier": "memory-for-ai",
        "runtimeHint": "uvx",
        "registryType": "pypi"
      },
      {
        "version": "0.11.0",
        "transport": {
          "type": "stdio"
        },
        "fileSha256": "8ea4d92383af62ba554f172226af96b46904ea5f8a5baba560be8f38dd630b7a",
        "identifier": "https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb",
        "registryType": "mcpb"
      },
      {
        "version": "0.11.0",
        "transport": {
          "type": "stdio"
        },
        "fileSha256": "79f7b55bed2127db34a69110be2559d5ea613afa1f23f518eba3014cd7a7cf8d",
        "identifier": "https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb",
        "registryType": "mcpb"
      },
      {
        "version": "0.11.0",
        "transport": {
          "type": "stdio"
        },
        "fileSha256": "782a0128edee49034440b0a9c4c5d867eaed5696103b017e257e02091757625e",
        "identifier": "https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb",
        "registryType": "mcpb"
      },
      {
        "version": "0.11.0",
        "transport": {
          "type": "stdio"
        },
        "fileSha256": "0bae3db10c20e185898f19a4839622965b107ac851a6201569f8252055c64c84",
        "identifier": "https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb",
        "registryType": "mcpb"
      },
      {
        "version": "0.11.0",
        "transport": {
          "type": "stdio"
        },
        "fileSha256": "219a19918b5e4261764b2a42905feab55709a9c8c01ab99c9c37d3c3f9330069",
        "identifier": "https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb",
        "registryType": "mcpb"
      },
      {
        "version": "0.11.0",
        "transport": {
          "type": "stdio"
        },
        "fileSha256": "c64b7d5ce3cb54b16e4ce2fe5c8a3f768c57c7b7a0c523063a6e6f2f90f13897",
        "identifier": "https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb",
        "registryType": "mcpb"
      }
    ],
    "repository": {
      "url": "https://github.com/LonelyTraderBay/memory-for-ai",
      "source": "github"
    },
    "websiteUrl": "https://github.com/LonelyTraderBay/memory-for-ai/",
    "description": "Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens."
  }
}

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