SQLite Database MCP Server
Enables AI agents to connect to and query an SQLite database through the Model Context Protocol, allowing natural language interaction with database tables and data.
README
SQLite Database MCP Server
Objective
The Model Context Protocol (MCP) is revolutionizing how AI Agents connect to data. In the past, if you wanted an LLM to read your database, you had to write custom glue code, custom prompts, and a custom API.
With MCP, you write a standardized "Server". Once running, any MCP-compatible client (like Claude Desktop, an OpenAI agent, or cursor) can instantly connect to it, discover its tools, and query your database without you writing a single prompt!
Instructions
- Open
server.py. - Notice we are using the official
mcp.server.fastmcpmodule, which makes building an MCP server as easy as building a FastAPI app. - Implement
list_tables(). Use Python's built-insqlite3to connect toorders.db, query thesqlite_mastertable, and return a string containing all the table names. - Implement
read_query(sql). Connect to the database, execute the raw SQL string passed by the LLM, fetch the results, and return them as a formatted string. - Notice that
mcp.run()is called at the bottom. This starts the standard IO (stdio) server loop! - Run tests using
pytest. The test suite will literally spin up an official MCP Client, connect to your server over stdio, and ask it to list its tools and run a query!
Setup
pip install -r requirements.txt
Running Tests
pytest test_server.py
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.