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๐Ÿ—„๏ธ Best MCP servers for databases & data

The 50 most used MCP servers for databases & data, ranked daily from downloads and GitHub data. Snapshot 2026-10-14.

#ServerWeekly downloadsStars
1ArcadeDB MCP Server active
Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)
โ€”1,202
2appwrite/mcp activeremote
Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs
65.1k72
3notion-mcp-server active
Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.
3,510175
4Betterlytics activeremote
Query your Betterlytics web analytics from AI agents: traffic, funnels, journeys, errors, uptime.
โ€”178
5monitor active
BetterDB MCP server - Valkey observability for Claude Code and other MCP clients
571,308
6ฤŒSFD active
Movies, TV series, creators and user ratings from ฤŒSFD.cz, the Czech-Slovak film database
1,16664
7mongodb-mcp-server
MongoDB Model Context Protocol Server
126.2kโ€”
8paper-preflight activenew
Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.
94661
9PostgreSQL active
MCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion.
1,14723
10schemagate active
Identity-scoped schema selection for text-to-SQL. Returns only the tables the caller may read.
675103
11DBHub new
Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite
46.8kโ€”
12CloudBase new
CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp
33.7kโ€”
13ai-memory-mcp active
Persistent memory for any AI โ€” zero token cost until recall
โ€”54
14myc active
Task queue, decisions and memory for coding agents. Local SQLite, no network. Requires Bun.
1,43614
15argon active
Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.
62172
16Aiven MCP active
Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.
28628
17dbx
Query databases from AI agents using connections configured in DBX.
14.5kโ€”
18awesome-mcps
MCP server for Blizzard games: WoW token price, achievements, Diablo seasons. Needs free API client.
12.7kโ€”
19Dynoxide new
A DynamoDB emulator with an MCP server exposing 35 DynamoDB tools to coding agents.
7,052โ€”
20Agent Swarm new
Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.
5,660โ€”
21open-mcp-apps active
Persistent, interactive MCP Apps โ€” the AI builds an app once, you both reuse it
17035
22OneTool MCP active
One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright
โ€”24
23database-mcp active
MCP server for MySQL. Read-only by default, row caps, statement timeouts, secrets never logged.
5645
24codex-supervisor-mcp new
Parallel Codex CLI workers from any MCP client: one git worktree each, state in SQLite, web board.
3,070โ€”
25Run402 remote
x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.
2,935โ€”
26SAP HANA CLI
150+ SAP HANA database tools as MCP tools for AI assistants
2,878โ€”
27mcp-interactive-terminal at-risk
MCP server for real interactive terminal sessions โ€” REPLs, SSH, databases, Docker
8119
28Airtable
Read and write access to Airtable database schemas, tables, and records.
2,834โ€”
29thingery new
Open item database and MCP server for AI agents to list, find, and trade second-hand goods.
2,702โ€”
30spotdb active
Ephemeral data sandbox for AI workflows with guardrails and security
โ€”21
31Datanotes new
The engine of your second brain: Markdown notes as database tables, for you and your agents.
2,408โ€”
32rls-doctor new
Read-only Postgres/Supabase RLS audit with a rolled-back probe that proves who can read which rows.
2,320โ€”
33Spryloom new
Publish apps from Claude Code, Codex or Cursor to your team, behind sign-in, with a database.
2,298โ€”
34Grain SQL new
Run SQL queries and inspect database schemas through safe, visible MCP tools.
1,588โ€”
35open-memex new
Local-first memory for AI coding agents โ€” Markdown + SQLite FTS5, shared across editors via MCP.
1,491โ€”
36SupaForge active
Find and fix drift between Supabase environments: schema, RLS, roles, auth, storage and more.
7591
37Amazon DSP MCP Server
Meta Ads management โ€” writes, insights, targeting, delivery estimates, previews, and media uploads
1,282โ€”
38ohmyho.st activenew
Operate ohmyho.st hosting from your coding agent: deploy GitHub apps, Postgres, mail, domains.
1,2790
39Maplith Bridge new
Share a folder of data files read-only over MCP, and fill it from PostgreSQL under a read-only role.
1,211โ€”
40Ekwo OS โ€” open source accounting: ledger, invoices and VAT on your own Supabase or Postgres newremote
Double-entry books an agent keeps as the user: invoices, VAT returns, 130 country packs.
1,175โ€”
41Shippable new
Find leaks in AI-built apps: open Supabase/Firebase data, exposed keys, unsafe edge functions
1,169โ€”
42InternetData newremote
List InternetData's IP and ASN databases, your license for each, what one holds, and its digests.
998โ€”
43Conarium new
Governed database access for AI assistants: masking, signed receipts, coverage reconciliation.
833โ€”
44MCP Database Doctor new
Offline PostgreSQL query, migration and EXPLAIN diagnostics for AI agents.
832โ€”
45SchemaBrain active
The trust and intelligence layer between AI agents and your database.
4412
46migrationpilot new
112 rules that catch dangerous PostgreSQL migrations, plus a pass/fail gate to call before any DDL.
756โ€”
47Files at-risk
Local Git via MCP: status, log, diff, file history, branches, and gated stage/commit. Pure-JS.
3801
48IBM Db2 for i new
Read-only SQL queries and schema inspection for IBM Db2 for i over ODBC, JT400 or Mapepire (SSH).
684โ€”
49Pikelet
Search self-contained .pikelet knowledge artifacts over MCP โ€” no vector DB, no embedding API.
528โ€”
50Zektor new
Managed Postgres and Valkey hosted in Germany. Agents can create a trial database with no signup.
485โ€”