Generic ERP Analytics MCP Server

Reusable Node.js + TypeScript MCP server for safe, read-only analytics over MongoDB-backed ERP databases.

The server is intentionally not ERP-specific. To use it with a different ERP database, change only:

• .env

• src/catalog/schema-catalog.json

• src/catalog/relationship-map.json

Features

• MCP stdio server for LangGraph or other MCP clients

• MongoDB official driver with one reusable connection pool

• Zod validation for environment, catalog, and tool inputs

• Catalog-driven collection allowlist

• Read-only find and aggregate tools only

• Blocks system collections and write-like/dangerous operators

• Enforces DEFAULT_QUERY_LIMIT, MAX_QUERY_LIMIT, and MAX_TIME_MS

• Applies catalog default projections and rejects sensitive/non-analytics projected fields

• Structured JSON responses without raw stack traces

Related MCP server: MongoDB Lens

Install

npm install

Configure

Create a local .env from the example:

cp .env.example .env

Required variables:

MONGO_URI=mongodb://readonly_user:change_me@localhost:27017/?authSource=admin
MONGO_DB_NAME=erp_database
MCP_SERVER_NAME=generic-erp-analytics
MCP_SERVER_VERSION=1.0.0
DEFAULT_QUERY_LIMIT=50
MAX_QUERY_LIMIT=500
MAX_TIME_MS=10000

Create a Read-Only MongoDB User

Use a MongoDB account with permission to create users, then create a dedicated read-only user:

use erp_database

db.createUser({
  user: "readonly_user",
  pwd: "change_me",
  roles: [
    { role: "read", db: "erp_database" }
  ]
})

Use that user in MONGO_URI. The application also enforces read-only access, but database-level read-only credentials are still required.

Run

Development:

npm run dev

Build:

npm run build

Start compiled server:

npm start

Typecheck:

npm run typecheck

MCP Tools

list_collections

Returns only collection names defined in schema-catalog.json.

describe_collection

Input:

{
  "collectionName": "example_records"
}

Returns catalog metadata, fields, allowed operations, default projection, and relations.

get_schema_catalog

Returns the full schema catalog.

get_relationship_map

Returns all catalog-defined relationships.

run_find_query

Input:

{
  "collectionName": "example_records",
  "filter": {},
  "projection": {},
  "sort": {},
  "limit": 50
}

run_aggregation_query

Input:

{
  "collectionName": "example_records",
  "pipeline": [],
  "limit": 50
}

The server automatically appends a safe $project when no aggregation projection is present and appends $limit when no $limit exists.

Add a New ERP Schema

Edit src/catalog/schema-catalog.json:

{
  "collections": {
    "collection_name": {
      "description": "What this collection stores",
      "primaryKey": "_id",
      "fields": {
        "fieldName": {
          "type": "string",
          "description": "Meaning of this field",
          "sensitive": false,
          "analytics": true
        }
      },
      "allowedOperations": ["find", "aggregate"],
      "defaultProjection": {},
      "relations": [
        {
          "targetCollection": "other_collection",
          "localField": "fieldName",
          "foreignField": "_id",
          "type": "many-to-one",
          "description": "How these records are connected"
        }
      ]
    }
  }
}

Edit src/catalog/relationship-map.json:

{
  "relations": [
    {
      "fromCollection": "collection_a",
      "toCollection": "collection_b",
      "localField": "fieldName",
      "foreignField": "_id",
      "type": "many-to-one",
      "description": "Business meaning of relation"
    }
  ]
}

Restart the MCP server after changing the catalog. No TypeScript code changes are needed.

FastAPI LangGraph MCP Client

This server starts with stdio transport. A FastAPI LangGraph process can launch it as a subprocess and connect through an MCP stdio client.

Conceptually:

from mcp import ClientSession, StdioServerParameters
from mcp.client.stdio import stdio_client

server_params = StdioServerParameters(
    command="node",
    args=["dist/server.js"],
    env={
        "MONGO_URI": "...",
        "MONGO_DB_NAME": "...",
        "MCP_SERVER_NAME": "generic-erp-analytics",
        "MCP_SERVER_VERSION": "1.0.0",
        "DEFAULT_QUERY_LIMIT": "50",
        "MAX_QUERY_LIMIT": "500",
        "MAX_TIME_MS": "10000"
    }
)

async with stdio_client(server_params) as (read, write):
    async with ClientSession(read, write) as session:
        await session.initialize()
        tools = await session.list_tools()

HTTP transport can be added later in src/mcp/mcp.server.ts without changing the tool or service layers.

Security Notes

• Never use an admin MongoDB user for this server.

• Keep every collection allowlisted in schema-catalog.json.

• Mark sensitive fields with "sensitive": true and "analytics": false.

• Do not add write operations to allowedOperations; only find and aggregate are supported.

• Blocked operators include $out, $merge, $function, $where, and $accumulator.