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MCP API server for h2oGPTe

Project description

H2OGPTe MCP Server

H2OGPTe MCP Server is a Model Context Protocol (MCP) server that prifor the H2OGPTe project. The server is just a local proxy forwarding traffic to REST API endpoints of H2OGPTe executed as commnad.

Installation

From Pypi

pip install h2ogpte-mcp-server

From Github

# Clone git repository
git clone https://github.com/h2oai/h2ogpte-mcp-server.git

# Use the latest release version
git checkout $(git describe --tags)

make setup
make build

# The command will install h2ogpte-mcp-server to the current python environment
make install

Usage

Environment Variables

  • H2OGPTE_API_KEY - (required) H2OGPTe access key. See documentation on how to get the key.
  • H2OGPTE_SERVER_URL - The url of H2OGPTe server. Default value is https://h2ogpte.genai.h2o.ai.
  • H2OGPTE_ALL_ENDPOINTS_AS_TOOLS - A boolean flag, specifing whether all REST API endpoints should be represented as MCP tools. If disabled, GET endpoints will be represented as resources. Default value is true.
  • H2OGPTE_ENDPOINT_SET - A set of REST API endpoints that will be used for MCP tools or resources. The default value is all_without_async_ingest. Possible values:
    • all - All REST API endpoints on the H2OGPTe server
    • all_without_async_ingest - All endpoints without asynchronous ingestion endpoints. These endpoints start and returns a job. E.g.: create_ingest_upload_job
    • basic - A mininal set of endpoints for chatting with collections and ingesting new documents.
    • custom - A set of endpoints defined by the user. If chossen, the H2OGPTE_CUSTOM_ENDPOINT_SET_FILE variable must be set.
  • H2OGPTE_CUSTOM_ENDPOINT_SET_FILE - A path to file with the list of REST API endpoints. Each endpoint name must be an a separate line. The name of the endpoint is the operationId attribute in REST API spec file (e.g.: https://h2ogpte.genai.h2o.ai/api-spec.yaml)

Example Configuration

An example MCP server configuration for MCP clients. E.g.: Cursor, Claude Desktop

{
  "mcpServers": {
    "h2ogpte-mcp-server": {
      "command": "h2ogpte-mcp-server",
      "env": {
        "H2OGPTE_API_KEY": "sk-...",
        "H2OGPTE_SERVER_URL": "https://h2ogpte.genai.h2o.ai",
        "H2OGPTE_ALL_ENDPOINTS_AS_TOOLS": "true"
      }
    }
  }
}

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