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HarperFast

Harper MCP Server

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IMPORTANT

This repository is archived and read-only.

A native MCP feature was added in Harper v5.1. See the MCP overview for more information. It is pinned to HarperDB v4 and is preserved for reference. It is not kept in sync with current releases and may not be supported in latest Harper versions.

For up-to-date guides and reference docs, see the Harper docs and join our Discord.

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: Local MySQL Read-only MCP Server

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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