small-business-mcp

small-business-mcp

3.2
databasescommunicationai_chatbot

If you are the rightful owner of small-business-mcp and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

A Model Context Protocol (MCP) server that connects language models with small business data systems.

The Small Business MCP Server is designed to bridge the gap between language models and business data systems by implementing the Model Context Protocol (MCP) paradigm. It provides a structured, context-aware interface that allows language models to interact with business information effectively. The server supports data manipulation, contextual resources, and interactive prompt templates, making it a powerful tool for small businesses looking to leverage AI for data-driven decision-making. By implementing the three core MCP primitives—tools, resources, and prompts—the server enables precise knowledge retrieval, AI-powered operations, and interactive business intelligence. It is built on Python and requires PostgreSQL for database management, along with several Python packages for various functionalities.

Features

  • Structured Model Context: Exposes business data through MCP resources, providing contextual information to improve model reasoning and maintain consistent representation of business concepts.
  • AI-Powered Operations: Includes model-controlled tools for data manipulation, file content extraction, categorization, and automated relationship mapping between entities.
  • Interactive Business Intelligence: Offers natural language querying of business data, templated prompts for common business tasks, customizable report generation, and contextual analysis of business metrics.

Tools

  1. process_business_directory

    Import and organize files from a directory.

  2. analyze_document

    Process a specific document and extract its content/metadata.

  3. query_business_data

    Natural language query interface for business data.

  4. store_chat_history

    Record conversation history in the database.

  5. create_business_report

    Generate reports based on stored data.

Related MCP Servers

View all databases servers →
mindsdb

mindsdb

4.5

by mindsdb

MindsDB is an open-source server that enables seamless interaction with large-scale federated data using the Model Context Protocol (MCP).

databases
pg-mcp-server

pg-mcp-server

4.4

by stuzero

unknown

databases
mcp-notion-server

mcp-notion-server

4.3

by suekou

MCP Server for the Notion API, enabling LLM to interact with Notion workspaces. Additionally, it employs Markdown conversion to reduce context size when communicating with LLMs, optimizing token usage and making interactions more efficient.

databases
mysql_mcp_server_pro

mysql_mcp_server_pro

3.9

by wenb1n-dev

mcp_mysql_server_pro is a comprehensive MySQL server tool that extends beyond basic CRUD operations to include database anomaly analysis and custom tool extensions.

databases
mcp-server

mcp-server

3.9

by keboola

Keboola MCP Server connects AI agents and MCP clients to Keboola, enabling data access and transformations without glue code.

cloud_platforms
supabase-mcp

supabase-mcp

3.8

by supabase-community

Connect your Supabase projects to AI assistants using the Model Context Protocol (MCP) server.

databases
mcp-server-qdrant

mcp-server-qdrant

3.8

by qdrant

The mcp-server-qdrant is a Model Context Protocol server designed to integrate with the Qdrant vector search engine, providing a semantic memory layer for storing and retrieving information.

knowledge_and_memory
mcp-server-mysql

mcp-server-mysql

3.7

by benborla

A Model Context Protocol server for MySQL databases using NodeJS, enabling LLMs to inspect schemas and execute SQL queries.

databases
supabase-mcp-server

supabase-mcp-server

3.7

by alexander-zuev

Query MCP is an open-source MCP server that lets your IDE safely run SQL, manage schema changes, call the Supabase Management API, and use Auth Admin SDK — all with built-in safety controls.

databases
mariadb-mcp-server

mariadb-mcp-server

3.7

by rjsalgado

This MCP server provides access to MariaDB / MySQL databases, allowing users to list databases, tables, describe table schemas, and execute SQL queries with security features.

databases
osv-mcp

osv-mcp

3.7

by StacklokLabs

An MCP server providing access to the OSV database for querying vulnerability information.

databases
mcp-server-elasticsearch

mcp-server-elasticsearch

3.7

by elastic

This server connects agents to your Elasticsearch data using the Model Context Protocol, allowing interaction with Elasticsearch indices through natural language conversations.

databases
mcp-kql-server

mcp-kql-server

3.7

by 4R9UN

A Model Context Protocol (MCP) server for executing Kusto Query Language (KQL) queries against Azure Data Explorer clusters.

databases
atlas-mcp-server

atlas-mcp-server

3.6

by cyanheads

ATLAS (Adaptive Task & Logic Automation System) is a project, knowledge, and task management system for LLM Agents, implemented as a Model Context Protocol (MCP) server.

developer_tools
db-mcp-server

db-mcp-server

3.6

by FreePeak

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

databases
mcp-graphql

mcp-graphql

3.6

by blurrah

A Model Context Protocol server that enables LLMs to interact with GraphQL APIs, providing schema introspection and query execution capabilities.

databases
mcp-mongo-server

mcp-mongo-server

3.6

by kiliczsh

A Model Context Protocol server that enables LLMs to interact with MongoDB databases, providing capabilities for inspecting collection schemas and executing MongoDB operations through a standardized interface.

databases
mcp-alchemy

mcp-alchemy

3.6

by runekaagaard

MCP Alchemy is a model context protocol server that connects Claude Desktop to various databases, enabling advanced database exploration and query execution.

databases
mcp-server-splunk

mcp-server-splunk

3.6

by jkosik

A Go implementation of the MCP server for Splunk, supporting STDIO and SSE (Server-Sent Events HTTP API) using the github.com/mark3labs/mcp-go SDK.

cloud_platforms
mongo-mcp

mongo-mcp

3.6

by QuantGeekDev

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language.

databases
postg-mem

postg-mem

3.6

by dariogriffo

PostgMem is a .NET-based MCP server that provides vector memory storage using PostgreSQL and pgvector for AI applications.

databases
mcp-server-weaviate

mcp-server-weaviate

3.6

by weaviate

Weaviate MCP Server is a protocol server designed to interact with the Weaviate vector database, providing functionalities for inserting and querying data.

databases
mssql_mcp_server

mssql_mcp_server

3.6

by RichardHan

A Model Context Protocol (MCP) server that enables secure interaction with Microsoft SQL Server databases.

databases
postgres-mcp-server

postgres-mcp-server

3.6

by aadarshjain

A Model Context Protocol (MCP) server implementation for PostgreSQL database exploration and querying.

databases
mcp-server-bigquery

mcp-server-bigquery

3.6

by LucasHild

A Model Context Protocol server that provides access to BigQuery, enabling LLMs to inspect database schemas and execute queries.

databases
meilisearch-mcp

meilisearch-mcp

3.6

by meilisearch

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces like Claude.

databases
doris-mcp-server

doris-mcp-server

3.6

by apache

Doris MCP Server is a backend service built with Python and FastAPI, designed to connect to Apache Doris databases and potentially leverage LLMs for tasks like NL2SQL.

databases