Engram

Name: Engram
Author: kael-bit

by kael-bitcommunityv0.10.0

engram-rs is a memory engine for AI agents that organizes memories across three layers based on importance, allowing for effective recall and management of knowledge. It promotes important memories while allowing less relevant ones to decay over time.

From the registry: Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.

GitHub Repository

Install & configure

Prerequisites

required
Install engram-rs binary
Install the engram-rs Rust binary via the official install script. The MCP wrapper (engram-rs-mcp) talks to the local engram-rs HTTP service on port 3917.
```
$ curl -fsSL https://raw.githubusercontent.com/kael-bit/engram-rs/main/install.sh | bash
```

Install in your client

Paste into the AI you're chatting with — it will figure out the rest

Please install the `engram` MCP server into my current AI client (that's you).

Required prerequisites (do these first if not already done):
- **Install engram-rs binary** — Install the engram-rs Rust binary via the official install script. The MCP wrapper (engram-rs-mcp) talks to the local engram-rs HTTP service on port 3917. Run: `curl -fsSL https://raw.githubusercontent.com/kael-bit/engram-rs/main/install.sh | bash`

Canonical MCP server config (stdio transport):
- command: `npx`
- args: ["-y","engram-rs-mcp"]
- optional environment variables:
  - `ENGRAM_LLM_URL`: LLM base URL (OpenAI-compatible). Optional — keyword search and lifecycle still work without an LLM. (example: `<your-llm-base-url>`)
  - `ENGRAM_LLM_KEY`: LLM API key. (example: `<your-llm-api-key>`)
  - `ENGRAM_LLM_PROVIDER`: LLM provider (set to 'anthropic' for Anthropic native). (example: `anthropic`)
  - `ENGRAM_GATE_MODEL`: Strong model for quality gate decisions. (example: `gpt-4o`)
  - `ENGRAM_LLM_MODEL`: Lightweight model for text processing. (example: `gpt-4o-mini`)

Note: Rust binary + SQLite memory engine. 17 MCP tools. Also runs as an HTTP server on port 3917 with web UI at /ui.

Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.

Note: Rust binary + SQLite memory engine. 17 MCP tools. Also runs as an HTTP server on port 3917 with web UI at /ui.