> ## Documentation Index
> Fetch the complete documentation index at: https://docs.moorcheh.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Open Source Integrations

> Self-serve, open-source connectors for agents, workflows, and embedding providers - set up from the docs with no sales call required.

## What are Open Source Integrations?

**Open Source Integrations** are the connectors and packages you can install and configure yourself from these docs. They are public, self-serve, and built for developers who want to wire Moorcheh into existing agent frameworks, workflow tools, and embedding providers.

You do **not** need a Production or Sovereign Custom plan to use them. An API key from the [Moorcheh Console](https://console.moorcheh.ai) is enough to get started.

<Info>
  Looking for Slack, Google Drive, S3, Snowflake, and other workplace connectors? Those are delivered on **Production** or **Sovereign Custom**. See [Integrations](/guides/integrations).
</Info>

## What you get

* **Setup guides in these docs** - step-by-step install and usage pages
* **Public packages / protocols** - LangChain, LlamaIndex, n8n, MCP, embedding SDKs, and more
* **Works with the hosted API** - use your `x-api-key` the same way as the [REST API](/api-reference/introduction) and [Python SDK](/python-sdk/introduction)

## Available open source integrations

| Integration      | What it does                                            | Guide                                                       |
| ---------------- | ------------------------------------------------------- | ----------------------------------------------------------- |
| MCP              | Model Context Protocol server for memory-enabled agents | [MCP overview](/integrations/mcp/overview)                  |
| Chat Boilerplate | Production-ready chat app template on Moorcheh          | [Chat Boilerplate](/integrations/chat-boilerplate/overview) |
| LangChain        | Official vector store for LangChain agents and chains   | [LangChain](/integrations/langchain/overview)               |
| LlamaIndex       | Connect LlamaIndex pipelines for production RAG         | [LlamaIndex](/integrations/llamaindex/overview)             |
| n8n              | Visual workflows with the native Moorcheh node          | [n8n](/integrations/n8n/overview)                           |
| Cohere           | Embedding provider integration                          | [Cohere](/integrations/cohere/overview)                     |
| Gemini           | Embedding provider integration                          | [Gemini](/integrations/gemini/overview)                     |
| Jina             | Embedding provider integration                          | [Jina](/integrations/jina/overview)                         |
| Mistral          | Embedding provider integration                          | [Mistral](/integrations/mistral/overview)                   |
| NVIDIA           | Embedding provider integration                          | [NVIDIA](/integrations/nvidia/overview)                     |
| Voyage           | Embedding provider integration                          | [Voyage](/integrations/voyage/overview)                     |

Also use the core open interfaces directly:

| Interface  | Guide                                        |
| ---------- | -------------------------------------------- |
| REST API   | [API reference](/api-reference/introduction) |
| Python SDK | [Python SDK](/python-sdk/introduction)       |

## Open source vs plan integrations

|                | Open Source Integrations                    | Integrations (Guides)                                             |
| -------------- | ------------------------------------------- | ----------------------------------------------------------------- |
| Who sets it up | You, from these docs                        | Moorcheh implements on request                                    |
| Plan           | Any plan with an API key                    | Production or Sovereign Custom                                    |
| Examples       | LangChain, LlamaIndex, n8n, MCP, embeddings | Slack, Drive, S3, Snowflake, SharePoint                           |
| Docs           | Full guides in this tab                     | Catalog + request process in [Integrations](/guides/integrations) |

## Next steps

1. Pick a guide from the table above (start with [LangChain](/integrations/langchain/overview) or [MCP](/integrations/mcp/overview) if you are building agents).
2. Create an API key in the [Console](https://console.moorcheh.ai).
3. If you need workplace, storage, or warehouse connectors instead, go to [Integrations](/guides/integrations).