Agent Memory MCP
Agent Memory provides persistent semantic memory for AI agents with an intelligent decision layer. It resolves queries by returning replay, restore, verify, or none actions with explainable scores, addressing context rot, irrelevant memory injection, and instruction drift through features like paged memory, TTL expiry, and confidence learning.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Resolve memory queries with explicit actions and scores
- Prevent context rot by refusing irrelevant memory injection
- Manage conversation history with paged memory buffers
- Validate stored facts before reuse using verification callbacks
Source and maintenance
- Last repository push
- Latest release
- v0.1.5
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
agent-memory-sdk 0.1.5
{
"version": "0.1.5",
"transport": "stdio",
"identifier": "agent-memory-sdk",
"runtimeHint": "uvx",
"registryType": "pypi",
"environmentVariables": [
{
"name": "AGENT_MEMORY_DIR",
"default": "~/.agent_memory",
"description": "Directory for the persistent memory store (default: ~/.agent_memory)"
},
{
"name": "AGENT_MEMORY_COLLECTION",
"default": "agent_memories",
"description": "Collection (database) name within the memory directory"
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
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.
Cursor
{
"mcpServers": {
"agent-memory-mcp-agent-memory-sdk": {
"command": "uvx",
"args": [
"agent-memory-sdk==0.1.5"
],
"env": {
"AGENT_MEMORY_DIR": "<YOUR_AGENT_MEMORY_DIR>",
"AGENT_MEMORY_COLLECTION": "<YOUR_AGENT_MEMORY_COLLECTION>"
}
}
}
}Cline
{
"mcpServers": {
"agent-memory-mcp-agent-memory-sdk": {
"command": "uvx",
"args": [
"agent-memory-sdk==0.1.5"
],
"env": {
"AGENT_MEMORY_DIR": "<YOUR_AGENT_MEMORY_DIR>",
"AGENT_MEMORY_COLLECTION": "<YOUR_AGENT_MEMORY_COLLECTION>"
}
}
}
}VS Code
{
"servers": {
"agent-memory-mcp-agent-memory-sdk": {
"type": "stdio",
"command": "uvx",
"args": [
"agent-memory-sdk==0.1.5"
],
"env": {
"AGENT_MEMORY_DIR": "<YOUR_AGENT_MEMORY_DIR>",
"AGENT_MEMORY_COLLECTION": "<YOUR_AGENT_MEMORY_COLLECTION>"
}
}
}
}Claude Desktop
{
"mcpServers": {
"agent-memory-mcp-agent-memory-sdk": {
"command": "uvx",
"args": [
"agent-memory-sdk==0.1.5"
],
"env": {
"AGENT_MEMORY_DIR": "<YOUR_AGENT_MEMORY_DIR>",
"AGENT_MEMORY_COLLECTION": "<YOUR_AGENT_MEMORY_COLLECTION>"
}
}
}
}Let your agent find its tools
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