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John-CEO-HQ

John CEO Agentic Memory

by John-CEO-HQ

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
PORTNoPort for HTTP transport (when MCP_TRANSPORT=http). Default 8080.8080
DATABASE_URLNoCockroachDB connection string (required if MEMORY_STORE=cockroach). Should use sslmode=verify-full.
MEMORY_STORENoStorage backend: 'memory' (ephemeral), 'file' (JSON file), 'cockroach' (CockroachDB). Default 'file'.file
MCP_TRANSPORTNoTransport mode: 'stdio' for standard input/output, 'http' for HTTP server. Defaults to 'stdio'.stdio
MCP_AUTH_TOKENNoBearer token for HTTP/Lambda authentication. Optional.
CRDB_ADMIN_USERNoCockroachDB admin user for ccloud bootstrap script. Optional.
MCP_AUTH_USER_IDNoWhen MCP_AUTH_TOKEN is set, this is the bound userId for ACL. Optional.
USE_FAKE_BEDROCKNoSet to '1' to use a deterministic local intelligence instead of Amazon Bedrock for offline demos/testing.
CRDB_CLUSTER_NAMENoCockroachDB cluster name used by the ccloud bootstrap script. Default 'agentic-memory'.agentic-memory
CRDB_ADMIN_PASSWORDNoCockroachDB admin password for ccloud bootstrap script. Optional.

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
memory_writeA

Persist something worth remembering about a user (a preference, fact, commitment, or event). Bedrock derives a short summary, tags, importance (salience), and kind. Call this whenever the user reveals durable information you should recall in future sessions.

memory_searchA

Semantic search over a user's memories via CockroachDB vector indexing, re-ranked by similarity, importance, recency, and reinforcement. Recalled memories are reinforced.

memory_recall_contextB

Returns the most critical memories for a query, greedily packed to fit a token budget, as a ready-to-inject context block.

memory_forgetA

Runs the maintenance pass: related memories are merged by Bedrock into one canonical memory, contradicted items are forgotten, and stale low-importance memories decay away.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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