Piia Engram

Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control.

What does this entry provide?

Piia Engram is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 78/100. 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 Piia Engram 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: 78/100
Install method: pypi
Repo: Patdolitse/piia-engram
Repo updated: Oct 21, 2026

Install command

uvx piia-engram==4.26.0

Install method: pypi

Review the upstream source before running this command.

GitHub project

Quality

Repo stars

Repo updated

Oct 21, 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.
Documentation (10) and description quality (10): parsed manifest or SKILL.md frontmatter, and a real description rather than a placeholder.

MCP manifest

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-10-21T03:41:38.851013Z",
      "publishedAt": "2026-10-21T03:41:38.851013Z",
      "statusChangedAt": "2026-10-21T03:41:38.851013Z"
    }
  },
  "server": {
    "name": "io.github.Patdolitse/piia-engram",
    "_meta": {
      "io.modelcontextprotocol.registry/publisher-provided": {
        "slug": "patdolitse-piia-engram",
        "install": {
          "pip": "pip install piia-engram && engram setup",
          "uvx": "uvx --from piia-engram piia-engram-mcp"
        },
        "license": "AGPL-3.0-or-later",
        "homepage": "https://github.com/Patdolitse/piia-engram",
        "keywords": [
          "memory",
          "identity",
          "cross-tool",
          "local-first",
          "mcp",
          "knowledge-management"
        ],
        "categories": [
          "Developer Tools",
          "Memory",
          "Knowledge Management"
        ],
        "displayName": "Piia Engram",
        "listingNote": "Local-first personal AI identity and memory layer for MCP-compatible coding tools.",
        "capabilities": {
          "prompts": 0,
          "resources": 0,
          "mcp_tools_core": 19,
          "mcp_tools_total": 59,
          "mcp_tools_advanced": 40
        }
      }
    },
    "title": "Piia Engram",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "version": "4.26.0",
    "packages": [
      {
        "version": "4.26.0",
        "transport": {
          "type": "stdio"
        },
        "identifier": "piia-engram",
        "runtimeHint": "uvx",
        "registryType": "pypi",
        "registryBaseUrl": "https://pypi.org",
        "packageArguments": [
          {
            "name": "--transport",
            "type": "named",
            "value": "stdio",
            "description": "Run the server over standard MCP stdio transport."
          }
        ],
        "runtimeArguments": [
          {
            "name": "--from",
            "type": "named",
            "value": "piia-engram==4.26.0",
            "description": "Install this exact PyPI package version before running the MCP console script."
          },
          {
            "type": "positional",
            "value": "piia-engram-mcp",
            "description": "Console script that starts the MCP server; the package name itself launches setup."
          }
        ],
        "environmentVariables": [
          {
            "name": "ENGRAM_MCP_STARTUP_SYNC",
            "default": "off",
            "description": "Kept for compatibility; has no effect. The server never imports other AI tools' memories at start (the user runs engram import-memories for that)."
          },
          {
            "name": "ENGRAM_TOOLS",
            "default": "core",
            "description": "Expose the context-budget friendly default surface; set to all for the full advanced surface."
          },
          {
            "name": "PYTHONIOENCODING",
            "default": "utf-8",
            "description": "Force UTF-8 stdio frames on Windows-style consoles."
          }
        ]
      }
    ],
    "repository": {
      "url": "https://github.com/Patdolitse/piia-engram",
      "source": "github"
    },
    "websiteUrl": "https://github.com/Patdolitse/piia-engram",
    "description": "Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control."
  }
}

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