MCP-Native Self-Learning Enterprise-Ready

Context Infrastructure
for the Agent Era

SynOS connects your enterprise data into a living knowledge graph. Expose it via MCP. Every AI agent — Claude Code, LangChain, or custom — gets shared context that compounds over time.

Works with Claude Code, LangChain, LlamaIndex, and any MCP-compatible agent

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The Infrastructure Gap

MCP Gave Agents Hands. Nobody Gave Them a Brain.

Agents Start from Zero

Your Salesforce bot doesn't know what your BigQuery pipeline learned yesterday. Every agent independently rediscovers the same facts.

Context Is Scattered

Business knowledge lives in spreadsheets, Slack threads, tribal memory, and one person who always knows the answer. None of it is machine-readable.

Intelligence Doesn't Compound

Fix one agent's mistake. The rest keep making it. Corrections are local. Learning is lost.

How SynOS Works

One Brain. Every Agent.

Agents Claude Code LangChain Agents Custom Pipelines Any MCP Client
SynOS
Knowledge Graph Learning Loop Human Corrections Freshness Decay Conflict Detection
Data Sources Salesforce BigQuery Google Sheets Postgres REST APIs Documents

Connects. Learns. Remembers. Gets smarter with every interaction.

Not Just Search. Not Just Memory.

A Context Layer That Learns

Progressive Enrichment

You manually build RAG pipelines per data source. Schema changes break everything.
SynOS auto-extracts relationships, profiles tables, and links knowledge across sources. Adapts as schemas evolve.

Learning from Execution

Workflow fails. You debug. Next agent makes the same mistake.
Every run extracts insights. High-confidence learnings auto-promote to the shared brain.

Human Corrections as Context

You correct the output. The fix dies in a Slack thread.
Corrections become organizational memory. Fix once, all agents learn.

Freshness & Trust

Your RAG serves stale facts from 2023 docs with full confidence.
Every piece of context has freshness decay, confidence scores, and provenance.

Works With Everything

Connect Your Data. Use From Any Agent.

Connect your Salesforce, BigQuery, Google Sheets, and more. SynOS builds the context graph. Your agents query it via MCP. That's it.

Add SynOS as an MCP server to any compatible client. Your agents instantly get access to organizational context — no custom integrations needed.

Claude Code LangChain LlamaIndex CrewAI Any MCP Client
claude_desktop_config.json 
 1{
 2  "mcpServers": {
 3    "synos": {
 4      "url": "http://your-synos:8000/mcp",
 5      "tools": [
 6        "query_context",
 7        "search_knowledge",
 8        "get_entity"
 9      ]
10    }
11  }
12}

How We're Different

Not a Chatbot. Not a Search Engine. Infrastructure.

vs Mem0 / Zep

They remember chat conversations. We remember organizational truths across all your systems.

vs Glean

They index what exists. We learn from what agents do.

vs LangChain

They give you the framework. We give you the organizational knowledge it needs.

Easy Setup

docker compose up, connect your data, add as MCP. Self-hosted. Your infrastructure. 30 minutes to value.

Built For

Teams Where AI Is Already Shipping

AI Engineers

Building agents with Claude, LangChain, or custom pipelines. Need organizational context without building a knowledge graph from scratch. Connect data sources, add SynOS as MCP, get a shared brain.

Engineering Leaders

Your agents work in demos but fail in production. SynOS is the infrastructure layer: context provenance, freshness tracking, conflict detection, human correction loops, governance.

Your Agents Deserve a Brain.

Start building organizational intelligence. Get early access to SynOS.

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Self-hosted. Your data stays yours.