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Harper MCP Server

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Harper MCP Server

A server implementation of the Model Context Protocol (MCP), designed to expose data in HarperDB as structured "Resources" accessible via standardized JSON-RPC calls.

Note: Requires HarperDB version 4.5.10 or later.

What is Harper

Harper is a Composable Application Platform that merges database, cache, app logic, and messaging into a single runtime. Components like this plug directly into Harper, letting you build and scale distributed services fast, without managing separate systems. Built for geo-distributed apps with low latency and high uptime by default.

Related MCP server: HubDB MCP Server by CData

Features

  • MCP-compatible API server for Harper

  • Predefined static capabilities endpoint (/capabilities.json)

  • Provides read-only access to data from Harper tables and custom resources

  • Supports filtering data in Harper tables using query parameters

  • Handles pagination (limit, start) for table data retrieval

  • Provides standardized error responses

Getting Started

Prerequisites

  • Harper stack installed globally.

  • Ensure HarperDB v4.5.10 or later is configured and running with necessary databases and schemas.

  • Environment variable HOST should be set to the base URL of your server. This is used to construct resource URIs.

Deploying to Harper

The Harper mcp-server is published to NPM and can be installed using Harper's Operation API.

i.e.

POST https://harper-server.com:9925

{
	"operation": "deploy_component",
	"package": "@harperdb/mcp-server@1.0.0"
}

Security & Authentication

Harper employs role-based, attribute-level security to ensure users access only authorized data. Requests to the server are authenticated using HarperDB's built-in authentication mechanisms, which include Basic Auth, JWT, and mTLS. See Harper Security Docs for more details.

API

MCP Methods

The server implements the following MCP methods:

  • resources/list: Lists all available resources (HarperDB tables and custom resources).

  • resources/read: Retrieves data for a specific resource based on its URI.

A single endpoint, /mcp handles all requests. The server uses JSON-RPC 2.0 for communication.

  • Request Format: All requests are sent as JSON-RPC 2.0 formatted JSON objects.

  • Response Format: The server responds with JSON-RPC 2.0 formatted JSON objects.

  • Error Handling: The server returns standardized error responses.

Resource URIs

  • Tables: Resources representing HarperDB tables are accessed via URIs like:

    {HOST}/{table_name}

    • Example: http://localhost:9925/my_table

  • Table Rows: Individual rows within a table can be accessed using the primary key:

    {HOST}/{table_name}/{primary_key_value}

    • Example: http://localhost:9925/my_table/123 (where 123 is the primary key value)

  • Custom Resources: Custom resources are accessed via URIs defined by their registered path:

    {HOST}/{path}/{resource_name}

    • Example: http://localhost:9925/custom/my_resource

Usage

1. Listing Resources

POST /mcp

Sample Request:

{
	"jsonrpc": "2.0",
	"id": 1,
	"method": "resources/list"
}

Sample Response:

{
	"jsonrpc": "2.0",
	"id": 1,
	"result": {
		"resources": [
			{
				"uri": "http://localhost:9926/CustomerOrders",
				"name": "CustomerOrders",
				"description": "CustomerOrders table with attributes: id (PK - Int), customerId (string), customer (Relationship from customerId - Customers), itemSku (String), item (Relationship from itemSku - Items), subTotal (Float), orderTotal (Float), date (DateTime). Results can be filtered with optional query parameters.",
				"mimeType": "application/json"
			},
			{
				"uri": "http://localhost:9926/Customers",
				"name": "Customers",
				"description": "Customers table with attributes: id (PK - Int), email (String), phoneNumber (String), customerName (String), country (String), orders (Relationship to customerId - array). Results can be filtered with optional query parameters.",
				"mimeType": "application/json"
			},
			{
				"uri": "http://localhost:9926/Items",
				"name": "Items",
				"description": "Items table with attributes: sku (PK - String), itemName (String), itemDescription (String), unitPrice (Int). Results can be filtered with optional query parameters.",
				"mimeType": "application/json"
			},
			{
				"uri": "http://localhost:9926/TestCustomer",
				"name": "TestCustomer",
				"description": "Customers table with attributes: id (PK - Int), email (String), phoneNumber (String), customerName (String), country (String), orders (Relationship to customerId - array). Results can be filtered with optional query parameters.",
				"mimeType": "application/json"
			},
			{
				"uri": "http://localhost:9926/api/test",
				"name": "test",
				"description": "REST Resource.",
				"mimeType": "application/json"
			}
		]
	}
}

2. Get resources data

POST /mcp

Sample Request:

{
	"jsonrpc": "2.0",
	"id": 2,
	"method": "resources/read",
	"params": {
		"uri": "http://localhost:9926/Customers"
	}
}

Sample Response:

{
	"jsonrpc": "2.0",
	"id": 2,
	"result": {
		"contents": [
			{
				"uri": "http://localhost:9926/Customers/11",
				"mimeType": "application/json",
				"text": "{\"id\":11,\"email\":\"kelly.williams@example.com\",\"phoneNumber\":\"214-555-1234\",\"customerName\":\"Kelly Williams\",\"country\":\"USA\"}"
			},
			{
				"uri": "http://localhost:9926/Customers/12",
				"mimeType": "application/json",
				"text": "{\"id\":12,\"email\":\"liam.martinez@example.com\",\"phoneNumber\":\"972-555-5678\",\"customerName\":\"Liam Martinez\",\"country\":\"Canada\"}"
			},
			{
				"uri": "http://localhost:9926/Customers/13",
				"mimeType": "application/json",
				"text": "{\"id\":13,\"email\":\"mia.anderson@example.com\",\"phoneNumber\":\"469-555-9012\",\"customerName\":\"Mia Anderson\",\"country\":\"UK\"}"
			},
			{
				"uri": "http://localhost:9926/Customers/14",
				"mimeType": "application/json",
				"text": "{\"id\":14,\"email\":\"noah.thomas@example.com\",\"phoneNumber\":\"817-555-3456\",\"customerName\":\"Noah Thomas\",\"country\":\"Australia\"}"
			},
			{
				"uri": "http://localhost:9926/Customers/15",
				"mimeType": "application/json",
				"text": "{\"id\":15,\"email\":\"olivia.jackson@example.com\",\"phoneNumber\":\"682-555-7890\",\"customerName\":\"Olivia Jackson\",\"country\":\"Germany\"}"
			},
			{
				"uri": "http://localhost:9926/Customers/16",
				"mimeType": "application/json",
				"text": "{\"id\":16,\"email\":\"owen.white@example.com\",\"phoneNumber\":\"214-555-2345\",\"customerName\":\"Owen White\",\"country\":\"France\"}"
			},
			{
				"uri": "http://localhost:9926/Customers/17",
				"mimeType": "application/json",
				"text": "{\"id\":17,\"email\":\"sophia.harris@example.com\",\"phoneNumber\":\"972-555-6789\",\"customerName\":\"Sophia Harris\",\"country\":\"Japan\"}"
			}
		]
	}
}

Querying Tables

When retrieving data from tables using resources/read, you can use optional query parameters in the URI to filter data.

  • Filtering: Use attribute=value pairs to filter based on column values. The comparator is always "equals".

    • Example: http://localhost:9925/my_table?name=John&city=NewYork

  • Pagination: Use limit and start parameters for pagination.

    • limit: Maximum number of results to return.

    • start: Offset to start returning results from.

    • Example: http://localhost:9925/my_table?limit=10&start=20

Error Responses

The server returns standardized JSON-RPC error responses:

{
	"jsonrpc": "2.0",
	"id": 2,
	"error": {
		"code": -32602,
		"message": "Invalid params."
	}
}

Error Codes:

  • -32601: Method not found.

  • -32602: Invalid params.

  • -32603: Internal server error.

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