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 answer questions from a cited company knowledge base built from Slack, meetings, transcripts, and decisions.
RemoteTypeScriptDocs & Knowledge$claude mcp add --transport http agent-native-brain https://brain.agent-native.com/mcpLets an AI agent run shared actions and chat with users in a chat-first app with durable threads.
RemoteTypeScriptDeveloper Tools$claude mcp add --transport http agent-native-chat https://starter.agent-native.com/mcpLets an AI client edit local MDX documents and run shared actions through a purpose-built agent UI.
RemoteTypeScriptDeveloper Tools$claude mcp add --transport http agent-native-content https://content.agent-native.com/mcp
MySQL
MySQL and MariaDB.
Lets an AI client read database schemas and run SQL queries across PostgreSQL, MySQL, SQLite and 29 plugin drivers through a built-in MCP server.
5 ToolsTypeScriptDatabasesAktualisiert 14. Nov. 2026Lets an AI client query MySQL row history, forensic change attribution, and undo SQL through read-only tools.
RemoteGoDatabases$claude mcp add --transport http bintrail https://api.dbtrail.com/mcpAllows AI agents to query and explore over 100 different databases using existing DBCode connections.
LokalJavaScriptDatabases$claude mcp add dbcode -- npx -y @dbcode/mcp
SQLite
Local files, no server to run.
Lets an AI client create, inspect, validate, and save editable 3D building scenes, including walls, rooms, doors, and furnishings.
LokalRemote53 ToolsTypeScriptDesign$claude mcp add editor -- npx -y @pascal-app/mcpLets AI coding agents share source-attributed Markdown memory and retrieve project documentation locally.
LokalPythonDocs & Knowledge$claude mcp add docmancer -- uvx docmancerLets an AI client open, read, edit, analyze, and search Scrivener manuscripts, including pacing analysis, character tracking, and export.
Lokal82 ToolsTypeScriptDocs & Knowledge$claude mcp add scrivener-mcp -- npx -y scrivener-mcp
MongoDB
Documents and aggregations.
Connects AI agents to Azure DocumentDB and MongoDB-compatible databases through stateless tools for databases, collections, indexes, and documents.
18 ToolsTypeScriptDatabasesAktualisiert 13. Nov. 2026Provides a governed graph over databases, APIs, files, and code to allow AI agents to discover, validate, and execute tasks through GraphQL and MCP.
Lokal3 ToolsGoDeveloper Tools$claude mcp add graphjin -- npx -y graphjinLets an AI coding assistant query analyzed AWS, database, and IaC infrastructure context to answer questions about your real services.
Lokal22 ToolsTypeScriptCloud Platforms$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.
LokalRemote127 ToolsPythonCRM & Marketing$claude mcp add adloop -- uvx adloopConnect AI agents to over 100 cryptocurrency exchanges and prediction markets for market data, account management, and trading.
LokalPythonFinance & Market Data$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.
LokalPythonFinance & Market Data$claude mcp add aktools -- uvx aktoolsEnables AI clients to write, backtest, and analyze quantitative trading strategies using a high-performance Rust-based engine.
LokalPythonFinance & Market Data$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.
LokalPythonDatabases$claude mcp add cnequity -- uvx cnequityProvides comprehensive access to Chinese stock market data, including historical prices, real-time quotes, news, and financial statements.
Lokal10 ToolsPythonFinance & Market Data$claude mcp add akshare-one-mcp-de9c9e -- uvx akshare-one-mcp