Engram MCP
Engram is a Java-based agent memory library that provides durable long-term knowledge memory, including fact extraction, hybrid retrieval, temporal reasoning, and conflict detection. It supports MCP server functionality to allow AI agents to interact with its memory store for persistent, cross-session knowledge management.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Extract facts from conversation history
- Retrieve knowledge via hybrid search
- Manage temporal reasoning for time-sensitive data
- Detect and resolve conflicting user preferences
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
ghcr.io/jamjet-labs/engram-server:0.5.0
{
"transport": "stdio",
"identifier": "ghcr.io/jamjet-labs/engram-server:0.5.0",
"registryType": "oci"
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"engram-mcp-0-5-0": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/jamjet-labs/engram-server:0.5.0"
]
}
}
}Cline
{
"mcpServers": {
"engram-mcp-0-5-0": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/jamjet-labs/engram-server:0.5.0"
]
}
}
}VS Code
{
"servers": {
"engram-mcp-0-5-0": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/jamjet-labs/engram-server:0.5.0"
]
}
}
}Claude Desktop
{
"mcpServers": {
"engram-mcp-0-5-0": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/jamjet-labs/engram-server:0.5.0"
]
}
}
}Let your agent find its tools
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