Synapse Layer — Memory for AI Agents

RAG retrieves. Synapse remembers.

Persistent, encrypted, cross-agent memory for any AI agent. Server never sees plaintext. Works in 30 seconds.

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The Problem

Every AI agent starts from zero.

No memory of past sessions. No context from other models. Every conversation is a blank slate.

Synapse Layer fixes that.

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How It Works

Claude ───────┐
              │
Cursor ───────┼──→ Synapse Layer → governed recall → any agent
              │
ChatGPT ──────┘

Save once. Recall anywhere. Encrypted memory. Server never sees plaintext.

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Quick Install

Get your token first: synapselayer.org → Dashboard → Connect

Claude Desktop

Edit ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "synapse-layer": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://forge.synapselayer.org/api/mcp",
        "--header",
        "x-connect-token: sk_connect_YOUR_TOKEN"
      ]
    }
  }
}

Cursor

Edit .cursor/mcp.json in your project root:

{
  "mcpServers": {
    "synapse-layer": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://forge.synapselayer.org/api/mcp",
        "--header",
        "x-connect-token: sk_connect_YOUR_TOKEN"
      ]
    }
  }
}

Windsurf

Edit ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "synapse-layer": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://forge.synapselayer.org/api/mcp",
        "--header",
        "x-connect-token: sk_connect_YOUR_TOKEN"
      ]
    }
  }
}

Any MCP Client

{
  "mcpServers": {
    "synapse-layer": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://forge.synapselayer.org/api/mcp",
        "--header",
        "x-connect-token: sk_connect_YOUR_TOKEN"
      ]
    }
  }
}

Restart your client. Done.

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What Changes

Without Synapse Layer	With Synapse Layer
Agent forgets every session	Persistent memory across sessions
Context locked to one model	Cross-agent memory
Plaintext exposure risk	Encrypted memory — server never sees plaintext
Repeated context injection	Governed recall on demand
No memory reliability signal	TRUTH QUOTIENT™ scoring

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Python SDK

pip install synapse-layer

from synapse_memory.client import Synapse

client = Synapse(token="sk_connect_YOUR_TOKEN")

client.remember("User prefers concise technical responses")

results = client.recall("user preferences")
for result in results:
    print(result)

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Trust & Security

• AES-256-GCM encryption
• Server never sees plaintext
• TRUTH QUOTIENT™ memory scoring
• Header-first MCP auth
• Designed for LGPD/GDPR alignment
• Apache 2.0

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Troubleshooting

Symptom	Cause	Fix
401 Unauthorized	Missing or invalid token	Verify your sk_connect_ token at synapselayer.org → Dashboard → Connect
ECONNREFUSED	Client not using mcp-remote	Ensure config uses npx mcp-remote with --header
Empty recall results	No memories stored yet	Call save_to_synapse first, then recall

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Production

• Live MCP endpoint: forge.synapselayer.org
• Skill surface: v2.3.1
• Python SDK: v1.2.0 on PyPI (see badge)
• MCP tools: 5 active (recall, save_to_synapse, process_text, search, health_check)

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Links

• Website: synapselayer.org
• PyPI: pypi.org/project/synapse-layer
• Core Repo: github.com/SynapseLayer/synapse-layer
• MCP Endpoint: https://forge.synapselayer.org/api/mcp

Synapse Layer is the State Continuity Layer for AI agents. Built for production. Designed for LGPD/GDPR alignment. Apache 2.0.