Which integrations are available for this server?

Provides tools for querying and managing employee data in a MongoDB collection, enabling CRUD operations and aggregation queries via natural language. Uses NVIDIA's API (e.g., Google Gemma models) for AI planning and analysis tasks. Allows using local AI models through Ollama for query planning and data analysis. Enables integration with OpenAI's models for processing natural language queries and generating MongoDB commands.

How do I use Employee MCP Server (Mongo + AI Pipeline)?

This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.

Employee MCP Server (Mongo + AI Pipeline)

Architecture is now:

AI Planner
Mongo Executor
AI Analysis Result

No SQL path is used.

MongoDB

Default URI:

mongodb://admin:password@localhost:27017

On startup, the server seeds large dummy administration-style data (1500 employees) into:

DB: employee_admin
Collection: employees

Related MCP server: NestJS MongoDB MCP Server

Common model environment

Create .env (or set environment variables):

AI_PROVIDER=nvidia
AI_TIMEOUT_MS=30000

MONGO_URI=mongodb://admin:password@localhost:27017
MONGO_DB_NAME=employee_admin
MONGO_COLLECTION=employees

OLLAMA_HOST=http://127.0.0.1:11434
OLLAMA_MODEL=qwen2.5:3b
OLLAMA_CHAT_PATH=/api/chat

OPENAI_API_KEY=
OPENAI_MODEL=gpt-4.1-mini
OPENAI_BASE_URL=https://api.openai.com

CLAUDE_API_KEY=
CLAUDE_MODEL=claude-3-5-sonnet-20241022
CLAUDE_BASE_URL=https://api.anthropic.com
CLAUDE_MAX_TOKENS=2048

NVIDIA_API_KEY=
NVIDIA_MODEL=google/gemma-4-31b-it
NVIDIA_BASE_URL=https://integrate.api.nvidia.com
NVIDIA_MAX_TOKENS=16384
NVIDIA_TOP_P=0.95
NVIDIA_ENABLE_THINKING=true

Supported providers:

ollama
openai
claude
nvidia

Run

npm install
node test-client.mjs --tests

Interactive:

node test-client.mjs

Example queries

Who has the highest salary?
Who earns the least?
What is the difference between highest and lowest salary?
What is the average salary?
How many employees are there?
List employees in Administration

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

This server cannot be deployed

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Maintenance

ActivityInactive

ResponsivenessNo recent community issues

Resources

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