Adaptive Recall runs on your own machine — the client starts it, so there is no endpoint to ping. 38 installs a week from npm. Last commit 13 May 2026.
Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.
Nothing serious here today
Today is the operative word: we check Adaptive Recall every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
Connect this server
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add adaptive-recall -- npx -y adaptive-recall{
"mcpServers": {
"adaptive-recall": {
"args": [
"-y",
"adaptive-recall"
],
"command": "npx"
}
}
}[mcp_servers.adaptive-recall]
command = "npx"
args = ["-y", "adaptive-recall"]{
"mcpServers": {
"adaptive-recall": {
"args": [
"-y",
"adaptive-recall"
],
"command": "npx"
}
}
}{
"mcpServers": {
"adaptive-recall": {
"args": [
"-y",
"adaptive-recall"
],
"command": "npx"
}
}
}This one needs environment variables set before it will start:
ADAPTIVE_RECALL_API_KEY (Your Adaptive Recall API key (get one free at adaptiverecall.com)).
The author declared them in the registry entry; get the values from the project itself.
Alternatives to Adaptive Recall
same job, measured the same wayGraph-based memory system for LLMs with knowledge graphs and semantic search.
Cognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection
An MCP server that provides visual memory and context storage with knowledge graph capabilities
An MCP server that provides visual memory and context storage with knowledge graph capabilities
Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.
Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.
Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ tools.
Adaptive Recall — questions
Answers built from our own checks of this server.