Best MCP Servers for Databases & Data
87 servers
MCP servers for databases, data warehouses, vector stores, and data analytics platforms.
PostgreSQL
Read-only database access with schema inspection
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79.5K stars
Sqlite
Database interaction and business intelligence capabilities
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79.5K stars
Supabase
Interact with Supabase: Create tables, query data, deploy edge functions, manage auth, storage, and more.
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2.5K stars
Qdrant
Implement semantic memory layer on top of the Qdrant vector search engine
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1.2K stars
MySQL
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines.
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1.1K stars
Neo4j GDS
Neo4j graph data science server with comprehensive graph algorithms for complex graph reasoning and Q&A.
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911 stars
QGIS MCO
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control QGIS
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800 stars
Elasticsearch
MCP server implementation that provides Elasticsearch interaction
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615 stars
Apache Doris
MCP server for Apache Doris, an MPP-based real-time data warehouse for high-performance analytics.
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257 stars
DuckDB
Analytical SQL database integration with schema inspection and high-performance local query capabilities for data analysis.
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173 stars
BigQuery
Google BigQuery integration for read-only SQL queries, schema exploration, and large-scale data warehouse analytics.
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123 stars
Teradata
Multi-task data analytics on the Teradata enterprise analytics platform with SQL query generation and execution.
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41 stars
Redis Cloud
Manage Redis Cloud resources. Create databases, monitor subscriptions, and configure cloud deployments with natural language.
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39 stars
Weaviate
MCP server for Weaviate vector database interactions and semantic search.
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38 stars
Apache IoTDB
MCP server for Apache IoTDB database for IoT time-series data management and its associated tools.
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34 stars
Apache IoTDB Tools
Extended tooling for Apache IoTDB time-series database management and data pipeline operations.
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34 stars
InfluxDB
MCP proxy server for querying InfluxDB time-series databases for monitoring, IoT, and observability data.
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31 stars
Couchbase
Unified access to Couchbase Capella cloud and self-managed clusters for document operations, SQL++ queries, and data analysis.
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27 stars
GreptimeDB
Cloud-native unified observability database for metrics, logs, and events supporting SQL and PromQL queries.
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26 stars
Turso
Edge SQLite database powered by libSQL. Create, query, and manage Turso databases with embedded replicas at the edge.
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22 stars
Trino
Query and access data from Trino distributed SQL clusters for federated data analytics across multiple sources.
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18 stars
Alation
Unlock enterprise data catalog capabilities for data discovery, governance, and lineage tracking with Alation.
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17 stars
Memgraph
Memgraph graph database integration including tools to run queries and a schema resource for graph data exploration.
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15 stars
Apache Pinot
Run real-time analytics queries on Apache Pinot, an OLAP database built for high-throughput, low-latency applications.
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14 stars
Powerdrill
Interact with Powerdrill datasets for smart AI-driven data analysis, insights generation, and business intelligence.
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12 stars
Aiven
Navigate Aiven projects and interact with managed PostgreSQL, Apache Kafka, ClickHouse, and OpenSearch services.
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12 stars
Kuzu
Inspect database schemas and execute queries on Kuzu graph databases. Enables LLMs to explore and analyze graph-structured data.
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10 stars
MSSQL
Microsoft SQL Server integration with AST-based query validation, read-only safety, schema exploration, and DBA toolkit.
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8 stars
MariaDB
Read-only access to MariaDB databases for secure querying and schema exploration through natural language.
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5 stars
CData
Connect to 300+ data sources through CData JDBC drivers for universal database querying with natural language.
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4 stars
TiDB
TiDB serverless distributed SQL database integration with read/write capabilities for cloud-native applications.
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3 stars
Alkemi
Query Snowflake, Google BigQuery, and DataBricks Data Products through the Alkemi.ai unified analytics platform.
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2 stars
MongoDB Atlas
Access the MongoDB Atlas API for managing clusters, databases, users, and cloud database infrastructure programmatically.
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1 stars
OpenFate Bazi MCP
Deterministic Bazi and Four Pillars calculations with True Solar Time, Da Yun, lunar conversion, branch interactions, and reverse lookup.
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Formo
Read-only product and onchain analytics for AI agents, including KPIs, SQL, funnels, retention, revenue, users, and wallet profiles.
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Pangolinfo Amazon Data MCP
Structured Amazon product, search, review, seller and category data for agent research. Hosted Streamable HTTP or Node.js stdio bridge. Requires an API key; data calls consume paid credits.
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datamcp
Hosted MCP gateway for PostgreSQL, MySQL, and OpenAPI with scoped links and server-side credentials.
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Bilig WorkPaper MCP
Formula WorkPaper MCP server for agents: edit cells, recalculate formulas, verify readback, and persist JSON without Excel UI automation.
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Bilig WorkPaper MCP
Formula WorkPaper MCP server for agents: edit cells, recalculate formulas, verify readback, and persist JSON without Excel UI automation.
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LustFind
Search 2,350+ adult (NSFW, 18+) websites on LustFind: reviews, ratings, safety scores, pricing, pros and cons. Remote, read-only, no API key.
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AITraining.jobs
Search open AI training jobs from 25 platforms and compare advertised hourly pay by kind of work.
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Community
StatOrigin
Remote MCP server (no auth) to search and cite sourced public statistics: search, fetch (with source + citation), get_ranking. Data CC BY 4.0.
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ScraperSocial - Social Media Data
Hosted MCP server for public social media data: profiles, posts, comments, search and transcripts from TikTok, Instagram, LinkedIn, YouTube, X, Reddit and 30+ platforms.
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BBW Belles Formalwear Evidence
Read-only, source-linked formalwear search for U.S. sizes 22-40 and custom sizing, filtered by event, budget, deadline, shipping, and returns.
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MailVeri MCP
Email verification for AI agents: check addresses in real time or in bulk and flag invalid, disposable, role-based, catch-all and risky emails before you send. 1,000 free credits, no card.
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perps.ai Projects
Search perpetuals ecosystem projects, retrieve project details, and list categories.
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Canton Wiki Projects
Search Canton Network ecosystem projects, retrieve project details, and list categories.
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Tempo Atlas Projects
Search Tempo ecosystem projects, retrieve project details, and list categories.
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Edgrapi
US government data as clean JSON for AI agents: SAM.gov contract opportunities, USAspending awards, Grants.gov grants, House STOCK Act trades and SEC EDGAR filings. Hosted, 19 tools.
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OAIA Arena
Hosted MCP server that scores AI trading agents' predictions against 2,048 coin-flipping monkeys on a public leaderboard. Reads need no API key. It places no trades and moves no funds.
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CompanyProof
Find legal companies, retrieve registry profiles and verify supported company identity facts with source evidence. Streamable HTTP MCP; authenticated data calls use OAuth or a CompanyProof API key.
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WebAsk MCP
Manage WebAsk surveys, forms and quizzes, inspect responses and summarize results through a hosted MCP server. Streamable HTTP; requires your own WebAsk API key.
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Axiom
Query and analyze your Axiom logs, traces, and all other event data in natural language
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Grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance
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Airtable
Read and write access to Airtable databases, with schema inspection
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ArangoDB
MCP Server that provides database interaction capabilities through ArangoDB
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Chroma
Vector database server for semantic document search and metadata filtering, built on Chroma
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Pinecone
MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API
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Redis
Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing
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Meilisearch
Interact & query with Meilisearch (Full-text & semantic search API)
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Neo4j
Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
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ResultRail by LarryBuildsAI
Pay-per-success public-data result packs with source URLs, confidence, timestamps, stop conditions, and receipt hashes for AI agents.
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CybersecTools MCP
Analyze the entire cybersecurity market, products and companies with AI.
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LION Trend Intent MCP
Live x402-paid MCP exposing JSON+CSV endpoints for hardware-wallet buyer-intent signals on Base USDC.
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Polyrama
Prediction-market MCP for live odds, market search, trader analytics, signals, and historical backtests.
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Datacircle
Query your favorite B2B data APIs through us. Same request, same price, no markup. Use it from Claude, ChatGPT or Cursor: add api.datacircle.dev/mcp as an MCP server.
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Rolli IQ
Live social intelligence across X, Reddit, YouTube, Instagram, Facebook, Threads, Bluesky and more. Authenticity scoring, sentiment analysis, and 44 computed fields per post.
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UnifAPI MCP Server
Hosted public-data MCP server for social, search, scrape, news, creator research, and KOL pricing workflows.
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HoodL2 Projects
Search Robinhood Chain ecosystem projects, retrieve project details, and list categories.
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Loa Healthcare Pricing
Search source-labeled U.S. healthcare prices, CPT and HCPCS codes, providers, and hospitals through a live remote MCP server.
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Edgrapi
US government data as clean JSON: SAM.gov opportunities, USAspending awards, Grants.gov grants, congressional trades and SEC filings. 19 read-only tools, OAuth 2.1, free tier.
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Community
AdMapix MCP
Search competitor ad creatives and return raw structured ad records with filters for channels, formats, markets, dates, and advertisers.
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Community
MaxStat MCP
Официальный MCP для аналитики MAX: поиск 367K+ каналов и 85M+ публикаций, аудитория, просмотры, реакции, репосты, динамика и webhooks.
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s&box watch
Public, read-only live data for s&box packages, dedicated servers, and ecosystem activity. Six typed MCP tools return structured results and canonical source URLs without authentication.
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SEO Review Tools MCP
The SEO Review Tools MCP gives you direct access to our SEO API.
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PM Wisdom Projects
Search prediction market projects, retrieve project details, and list categories.
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ScrapeAtlas
Hosted MCP server for ScrapeAtlas, a social media data scraping API. Gives AI agents public social data as structured JSON. 100 free credits, no card.
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Pending Medicare Enrollment Data
Read current validated behavioral-health NPIs newly pending first-time Medicare enrollment, enriched from NPPES, with a free 10-row preview.
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OpenFate Bazi MCP
Deterministic Bazi and Four Pillars calculations with True Solar Time, Da Yun, lunar conversion, branch interactions, and structured metadata for AI agents.
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Community
Frequently Asked Questions
What are MCP servers for databases & data?▼
MCP (Model Context Protocol) servers for databases & data allow AI applications like Claude Desktop, Cursor, and other AI clients to interact with databases & data tools and services. They expose tools, resources, and prompts through the standardized MCP protocol.
How many databases & data MCP servers are available?▼
There are currently 87 databases & data MCP servers listed in the MCP Server Spot directory. This number grows as the community builds and submits new servers.
How do I install a databases & data MCP server?▼
Most MCP servers can be installed via npm (npx) or pip (uvx). Click on any server to see its specific installation instructions and configuration snippets for your AI client.
Which AI clients support databases & data MCP servers?▼
Databases & Data MCP servers work with any MCP-compatible AI client, including Claude Desktop, Cursor, Windsurf, VS Code, and Zed. Each server's detail page shows verified compatible clients.