synapse-orch-ai 1.7.0

Synapse - A Multi Agent Orchestrator

Synapse AI — Multi-Agent Orchestration Platform

Build AI workflows that actually ship.

Wire agents, tools, and LLMs into deterministic pipelines — without the framework lock-in. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local or cloud. Agents use real tools: browsing the web, querying databases, executing code, reading files, managing emails, and anything else you can expose through an MCP server, a webhook, or a Python script.

🌐 Website · 📖 Documentation · 💬 Discord

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Install

Quick Setup Script (recommended)

macOS / Linux:

curl -sSL https://raw.githubusercontent.com/synapseorch-ai/synapse-ai/main/setup.sh | bash

Windows (PowerShell):

irm https://raw.githubusercontent.com/synapseorch-ai/synapse-ai/main/setup.ps1 | iex

npm

npm install -g synapse-orch-ai
synapse

pip

pip install synapse-orch-ai
synapse

Docker

docker run -d \
  -p 3000:3000 \
  -v synapse-data:/data \
  -v /var/run/docker.sock:/var/run/docker.sock \
  synapseorchai/synapse-ai:latest

Then open http://localhost:3000. See the Docker guide in the docs for custom ports and environment variable configuration.

Upgrading

Install method	Upgrade command
Bash / PowerShell installer (recommended)	synapse upgrade
pip	pip install --upgrade synapse-orch-ai
npm	npm update -g synapse-orch-ai
Docker	docker pull synapseorchai/synapse-ai:latest

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What Makes Synapse Different

• Multi-Model Orchestrations — Run a different LLM at every step. Use a fast model for routing, a powerful one for analysis. You control where the compute goes.
• Deterministic DAG Execution — Orchestrations follow the exact path you designed. No hallucinated detours.
• Turn Anything Into a Tool — Python scripts, REST APIs, webhooks, MCP servers, or entire orchestrations — all become agent-callable tools.
• Human-in-the-Loop — Pause workflows for human review. Resumable across restarts. Connect via UI, Slack, Telegram, or any messaging channel.
• Local-First, No Lock-In — Full local operation with Ollama. Mix local and cloud models freely. Your data stays yours.
• Built-In Scheduling & Messaging — Cron-based automation with results pushed to Slack, Discord, Telegram, Teams, or WhatsApp.
• 14+ LLM Providers — Cloud, local, and CLI providers including Ollama, OpenAI, Anthropic, Gemini, xAI, DeepSeek, AWS Bedrock, and more.

📖 Learn more →

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Synapse UI

https://github.com/user-attachments/assets/7a5ab42c-5fae-4f13-876c-13aa9b5a0366

Demos

Content Writing Orchestration

Multi-agent pipeline that researches a topic, drafts content in a Google Doc, and returns the shared link. (Video is 2x speed)

https://github.com/user-attachments/assets/4eec5db8-70d0-47b6-8608-f52b1f7b7d68

Autonomous Code Development & PR Creation

Multi-agent system with human-in-the-loop that writes code and generates pull requests autonomously.

https://github.com/user-attachments/assets/95a511e1-e3e9-4812-b9ca-f7f4c28ef80f

Native Orchestration Builder

Chat with the AI builder — describe what you want, and it creates the orchestration DAG for you.

https://github.com/user-attachments/assets/282cc99d-cdea-4ad0-b648-f22112c6e295

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Key Concepts

Concept	Summary
Agents	Independent ReAct loops with their own system prompt, tools, model, and repos. Docs →
Orchestrations	DAGs of steps — wire agents together with routing, parallelism, loops, and human gates. Docs →
Tool Ecosystem	10+ native tool servers, built-in MCP servers, remote MCP via OAuth/PAT, and custom HTTP/Python tools. Docs →
AI Builder	A meta-agent that designs and materializes orchestrations from natural language. Docs →
Schedules	Cron/interval automation with messaging notifications. Docs →
Messaging	Slack, Discord, Telegram, Teams, WhatsApp — with multi-agent mode. Docs →
REST API	Trigger agents and orchestrations programmatically from any application. Docs →
Vault	Persistent file storage shared across agents and sessions. Docs →

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CLI

synapse start     # start backend + frontend, open browser
synapse stop      # stop background processes
synapse upgrade   # upgrade to the latest version
synapse uninstall # remove Synapse, wipe ~/.synapse, and uninstall the package

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Roadmap

• Spawn Sub-Agent Tool — Agents natively spawn and delegate tasks to temporary sub-agents mid-execution.
• Compact Conversations — Automatic message history compression for large contexts.
• Global Variables — Dynamic variables injectable into prompts, orchestrations, tools, and MCP environments.

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Star History

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Contributing

See CONTRIBUTING.md for dev setup, architecture details, how to add MCP tool servers, and the PR checklist.

License

Synapse AI is licensed under AGPL v3 — see LICENSE