Data and analytics
Database servers let you ask a question in plain language and have the model write and run the query. Give them a read-only role: the model sees the schema and the rows it asked for, and nothing it can break. Below are the best-ranked servers per database, then servers for market and company data.
Postgres
The most requested database for MCP.
Lets an AI client create and manage Neon Postgres projects, branches, and schema, and run SQL queries using natural language.
Remote51 toolsTypeScriptDatabases$claude mcp add --transport http mcp-server-neon https://mcp.neon.tech/mcpLets AI coding agents query, modify, and inspect PostgreSQL databases, manage connection profiles, and diagnose performance.
LocalDatabases$claude mcp add postgres-mcp -- npx -y @microsoft/postgres-mcpAllows AI agents to query and explore over 100 different databases using existing DBCode connections.
LocalJavaScriptDatabases$claude mcp add dbcode -- npx -y @dbcode/mcp
MySQL
MySQL and MariaDB.
Lets an AI client query MySQL row history, forensic change attribution, and undo SQL through read-only tools.
RemoteGoDatabases$claude mcp add --transport http bintrail https://api.dbtrail.com/mcpAllows AI clients to inspect MySQL schemas and execute read-only or writeable SQL queries through the Model Context Protocol.
LocalJavaScriptDatabases$claude mcp add mcp-server-mysql -- npx -y @benborla29/mcp-server-mysqlProvides read-only access to PostgreSQL, MySQL, and ClickHouse for exploratory data analysis and statistical profiling.
Local9 toolsPythonDatabases$claude mcp add db-connect-mcp -- uvx db-connect-mcp
SQLite
Local files, no server to run.
Lets an AI client create, inspect, validate, and save editable 3D building scenes, including walls, rooms, doors, and furnishings.
LocalRemote53 toolsTypeScriptDesign$claude mcp add editor -- npx -y @pascal-app/mcpLets AI coding agents share source-attributed Markdown memory and retrieve project documentation locally.
LocalPythonDocs & Knowledge$claude mcp add docmancer -- uvx docmancerProvides a self-hosted intelligence layer for homelab logs, metrics, and AI transcripts using SQLite and FTS5 search.
LocalRustDevOps & Infrastructure$claude mcp add cortex -- npx -y @dinglebear/cortex
MongoDB
Documents and aggregations.
Connects AI agents to Azure DocumentDB and MongoDB-compatible databases through stateless tools for databases, collections, indexes, and documents.
18 toolsTypeScriptDatabasesUpdated Nov 13, 2026Provides a governed graph over databases, APIs, files, and code to allow AI agents to discover, validate, and execute tasks through GraphQL and MCP.
Local3 toolsGoDeveloper Tools$claude mcp add graphjin -- npx -y graphjinLets an AI coding assistant query analyzed AWS, database, and IaC infrastructure context to answer questions about your real services.
Local22 toolsTypeScriptCloud Platforms$claude mcp add infrawise -- npx -y infrawise
Financial data
Prices, filings and company data.
Lets an AI client read and change Google Ads, Reddit Ads and GA4 campaigns, with a preview shown before every change.
LocalRemote127 toolsPythonCRM & Marketing$claude mcp add adloop -- uvx adloopConnect AI agents to over 100 cryptocurrency exchanges and prediction markets for market data, account management, and trading.
LocalPythonFinance & Market Data$claude mcp add ccxt-mcp -- npx -y ccxt-mcpExposes AKShare financial data as an HTTP API and MCP server for fetching stocks, futures, funds, and macro data via AI assistants.
LocalPythonFinance & Market Data$claude mcp add aktools -- uvx aktoolsEnables AI clients to write, backtest, and analyze quantitative trading strategies using a high-performance Rust-based engine.
LocalPythonFinance & Market Data$claude mcp add akquant -- uvx akquantProvides an open-source China A-share data lake that allows AI agents to query stock prices, fundamentals, flows, and derivatives via MCP.
LocalPythonDatabases$claude mcp add cnequity -- uvx cnequityProvides comprehensive access to Chinese stock market data, including historical prices, real-time quotes, news, and financial statements.
Local10 toolsPythonFinance & Market Data$claude mcp add akshare-one-mcp-de9c9e -- uvx akshare-one-mcp