# Best MCP servers for databases & data

The 50 most used MCP servers for databases & data, ranked daily from downloads and GitHub data.

1. [ArcadeDB MCP Server](https://mcpmorning.com/mcp/arcadedata-arcadedb/): Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series) (1202 stars)
2. [appwrite/mcp](https://mcpmorning.com/mcp/appwrite-mcp/): Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs (72 stars, 65120 downloads/week)
3. [notion-mcp-server](https://mcpmorning.com/mcp/awkoy-notion-mcp-server/): Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents. (175 stars, 3510 downloads/week)
4. [Betterlytics](https://mcpmorning.com/mcp/betterlytics-betterlytics/): Query your Betterlytics web analytics from AI agents: traffic, funnels, journeys, errors, uptime. (178 stars)
5. [monitor](https://mcpmorning.com/mcp/betterdb-inc-monitor/): BetterDB MCP server - Valkey observability for Claude Code and other MCP clients (1308 stars, 57 downloads/week)
6. [ČSFD](https://mcpmorning.com/mcp/bartholomej-node-csfd-api/): Movies, TV series, creators and user ratings from ČSFD.cz, the Czech-Slovak film database (64 stars, 1166 downloads/week)
7. [mongodb-mcp-server](https://mcpmorning.com/mcp/mongodb-js-mongodb-mcp-server/): MongoDB Model Context Protocol Server (126239 downloads/week)
8. [paper-preflight](https://mcpmorning.com/mcp/amos689-paper-preflight/): Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM. (61 stars, 946 downloads/week)
9. [PostgreSQL](https://mcpmorning.com/mcp/antonorlov-mcp-postgres-server/): MCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion. (23 stars, 1147 downloads/week)
10. [schemagate](https://mcpmorning.com/mcp/ashishsinha1602-schemagate/): Identity-scoped schema selection for text-to-SQL. Returns only the tables the caller may read. (103 stars, 675 downloads/week)
11. [DBHub](https://mcpmorning.com/mcp/bytebase-dbhub/): Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite (46758 downloads/week)
12. [CloudBase](https://mcpmorning.com/mcp/tencentcloudbase-cloudbase-ai-toolkit/): CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp (33702 downloads/week)
13. [ai-memory-mcp](https://mcpmorning.com/mcp/alphaonedev-ai-memory-mcp/): Persistent memory for any AI — zero token cost until recall (54 stars)
14. [myc](https://mcpmorning.com/mcp/aistastudio-myc/): Task queue, decisions and memory for coding agents. Local SQLite, no network. Requires Bun. (14 stars, 1436 downloads/week)
15. [argon](https://mcpmorning.com/mcp/argon-lab-argon/): Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP. (172 stars, 62 downloads/week)
16. [Aiven MCP](https://mcpmorning.com/mcp/aiven-open-mcp-aiven/): Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant. (28 stars, 286 downloads/week)
17. [dbx](https://mcpmorning.com/mcp/t8y2-dbx/): Query databases from AI agents using connections configured in DBX. (14517 downloads/week)
18. [awesome-mcps](https://mcpmorning.com/mcp/mrfentmen-awesome-mcps/): MCP server for Blizzard games: WoW token price, achievements, Diablo seasons. Needs free API client. (12741 downloads/week)
19. [Dynoxide](https://mcpmorning.com/mcp/nubo-db-dynoxide/): A DynamoDB emulator with an MCP server exposing 35 DynamoDB tools to coding agents. (7052 downloads/week)
20. [Agent Swarm](https://mcpmorning.com/mcp/desplega-ai-agent-swarm/): Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration. (5660 downloads/week)
21. [open-mcp-apps](https://mcpmorning.com/mcp/2nd1st-open-mcp-apps/): Persistent, interactive MCP Apps — the AI builds an app once, you both reuse it (35 stars, 170 downloads/week)
22. [OneTool MCP](https://mcpmorning.com/mcp/beycom-onetool-mcp/): One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright (24 stars)
23. [database-mcp](https://mcpmorning.com/mcp/arifulislamat-database-mcp/): MCP server for MySQL. Read-only by default, row caps, statement timeouts, secrets never logged. (5 stars, 564 downloads/week)
24. [codex-supervisor-mcp](https://mcpmorning.com/mcp/zriyox-codex-supervisor-mcp/): Parallel Codex CLI workers from any MCP client: one git worktree each, state in SQLite, web board. (3070 downloads/week)
25. [Run402](https://mcpmorning.com/mcp/kychee-com-run402/): x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions. (2935 downloads/week)
26. [SAP HANA CLI](https://mcpmorning.com/mcp/sap-samples-hana-developer-cli-tool-example/): 150+ SAP HANA database tools as MCP tools for AI assistants (2878 downloads/week)
27. [mcp-interactive-terminal](https://mcpmorning.com/mcp/amol21p-mcp-interactive-terminal/): MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker (19 stars, 81 downloads/week)
28. [Airtable](https://mcpmorning.com/mcp/domdomegg-airtable-mcp-server/): Read and write access to Airtable database schemas, tables, and records. (2834 downloads/week)
29. [thingery](https://mcpmorning.com/mcp/thingery-thingery/): Open item database and MCP server for AI agents to list, find, and trade second-hand goods. (2702 downloads/week)
30. [spotdb](https://mcpmorning.com/mcp/aliengiraffe-spotdb/): Ephemeral data sandbox for AI workflows with guardrails and security (21 stars)
31. [Datanotes](https://mcpmorning.com/mcp/davidefornelli-datanotes/): The engine of your second brain: Markdown notes as database tables, for you and your agents. (2408 downloads/week)
32. [rls-doctor](https://mcpmorning.com/mcp/subhajitlucky-rls-doctor/): Read-only Postgres/Supabase RLS audit with a rolled-back probe that proves who can read which rows. (2320 downloads/week)
33. [Spryloom](https://mcpmorning.com/mcp/com-spryloom-spryloom/): Publish apps from Claude Code, Codex or Cursor to your team, behind sign-in, with a database. (2298 downloads/week)
34. [Grain SQL](https://mcpmorning.com/mcp/pattrnlabs-grain/): Run SQL queries and inspect database schemas through safe, visible MCP tools. (1588 downloads/week)
35. [open-memex](https://mcpmorning.com/mcp/stoneskin-open-memex/): Local-first memory for AI coding agents — Markdown + SQLite FTS5, shared across editors via MCP. (1491 downloads/week)
36. [SupaForge](https://mcpmorning.com/mcp/akalsoftware-supaforge/): Find and fix drift between Supabase environments: schema, RLS, roles, auth, storage and more. (1 stars, 759 downloads/week)
37. [Amazon DSP MCP Server](https://mcpmorning.com/mcp/cesteral-mcp-open-advertising/): Meta Ads management — writes, insights, targeting, delivery estimates, previews, and media uploads (1282 downloads/week)
38. [ohmyho.st](https://mcpmorning.com/mcp/amerged-org-ohmyhost-mcp/): Operate ohmyho.st hosting from your coding agent: deploy GitHub apps, Postgres, mail, domains. (0 stars, 1279 downloads/week)
39. [Maplith Bridge](https://mcpmorning.com/mcp/maplith-bridge/): Share a folder of data files read-only over MCP, and fill it from PostgreSQL under a read-only role. (1211 downloads/week)
40. [Ekwo OS — open source accounting: ledger, invoices and VAT on your own Supabase or Postgres](https://mcpmorning.com/mcp/ekwo-ai-ekwo-os/): Double-entry books an agent keeps as the user: invoices, VAT returns, 130 country packs. (1175 downloads/week)
41. [Shippable](https://mcpmorning.com/mcp/io-github-egarter-shippable/): Find leaks in AI-built apps: open Supabase/Firebase data, exposed keys, unsafe edge functions (1169 downloads/week)
42. [InternetData](https://mcpmorning.com/mcp/internetdata-mcp/): List InternetData's IP and ASN databases, your license for each, what one holds, and its digests. (998 downloads/week)
43. [Conarium](https://mcpmorning.com/mcp/dogrucanemek-alt-conarium/): Governed database access for AI assistants: masking, signed receipts, coverage reconciliation. (833 downloads/week)
44. [MCP Database Doctor](https://mcpmorning.com/mcp/petrovicistefan-mcp-database-doctor/): Offline PostgreSQL query, migration and EXPLAIN diagnostics for AI agents. (832 downloads/week)
45. [SchemaBrain](https://mcpmorning.com/mcp/arun-kc-schemabrain/): The trust and intelligence layer between AI agents and your database. (12 stars, 44 downloads/week)
46. [migrationpilot](https://mcpmorning.com/mcp/mickelsamuel-migrationpilot/): 112 rules that catch dangerous PostgreSQL migrations, plus a pass/fail gate to call before any DDL. (756 downloads/week)
47. [Files](https://mcpmorning.com/mcp/abhishekkumar2021-mcp-suite/): Local Git via MCP: status, log, diff, file history, branches, and gated stage/commit. Pure-JS. (1 stars, 380 downloads/week)
48. [IBM Db2 for i](https://mcpmorning.com/mcp/strom-capital-mcp-server-db2i/): Read-only SQL queries and schema inspection for IBM Db2 for i over ODBC, JT400 or Mapepire (SSH). (684 downloads/week)
49. [Pikelet](https://mcpmorning.com/mcp/mcn92-pikelet/): Search self-contained .pikelet knowledge artifacts over MCP — no vector DB, no embedding API. (528 downloads/week)
50. [Zektor](https://mcpmorning.com/mcp/m-akcan-zektor-cli/): Managed Postgres and Valkey hosted in Germany. Agents can create a trial database with no signup. (485 downloads/week)