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MCP servers tagged data
1.2K live MCP servers tagged "data", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with data.
io.github.ugurcl/dbridge-mcp
Query SQLite, PostgreSQL, and MySQL in plain language - read-only, with column masking and limits.
io.github.sqlsure/sqlsure
Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.
io.github.Ronit-019/finance-intelligence-mcp
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
Secure Schema MCP
Read-only MCP server for exposing database schema metadata without row data.
MySQL Ops MCP
MySQL MCP server: browse schema, query, CRUD. Delete/drop gated by user approval.
io.github.anup-shesh/garmin-local-mcp
Local-first Garmin data warehouse: sync once to SQLite, analyze trends and correlations offline.
ai.matih/mcp
The grounded data layer for any LLM: governed SQL, metrics, lineage and catalog over your data.
sql-steward
The agent never writes SQL: queries compile from a semantic layer you control, PII refused first.
io.github.dann26parr69/aifordatabase-mcp
Query any database in plain English or SQL through a guardrailed, read-only data layer.
io.github.Grinv/tmdb-mcp
MCP server for The Movie Database (TMDB) with IMDb/Rotten Tomatoes/Metacritic ratings via OMDb.
Generate Tech Stack
Visual tech-stack inventory of any codebase: languages, frameworks, databases, AI SDKs, infra.
com.aioproductos/mcp
AIOProductOS spine over MCP — customers, revenue, feedback, work, analytics on one typed record.
QueryPilot
Safe SQL gateway for AI agents: SELECT-only validation, access policies, masking, audit trail, evals
Ga4 Data
Google Analytics 4 Data API tools via Model Context Protocol
teradata-etl-mcp-server
Unified MCP server for ELT operations with Teradata, TTU, Airbyte, Airflow, and dbt
Django ORM Lens
Static-analysis MCP server for Django models. 5 read-only tools. No DB, no boot, no creds.
io.github.arifulislamat/database-mcp-libsql
MCP server for libSQL/Turso, local or remote. Read-only by default, row caps, timeouts.
io.github.praveen-ilangovan/pensieve
Manually-triggered, self-organising personal memory for AI agents; SQLite, no vector DB.
io.github.tdries/tableau-graphql-mcp
Ask any Tableau lineage question, in any MCP client, through the Tableau Metadata API.
Postgres AIops
Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analysis; 33 MCP tools.
io.github.Rheopyrin/db-access-mcp
MCP server for Postgres/MySQL/Redshift/SQL Server over SSH/SSM tunnels with secret providers.
io.github.genecell/piaso-mcp
PIASO single-cell omics docs + live PIASOmarkerDB, for coding agents.
io.github.ravendb/ravendb-mcp
Read-only MCP diagnostics server for RavenDB.
io.github.orifisher2/sqlike-mcp
SQL static analysis & query-equivalence for Postgres, MySQL, SQLite, and SQL Server
Queue AIops
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 26 tools.
ERP Report Engine
Read-only MCP for the SQL database behind an ERP: provably read-only guard, public benchmark.
ssas-mcp-server
MCP server for querying SQL Server Analysis Services (SSAS) via DAX and MDX
BackendGen
Validate compact backend specs and generate tested NestJS, Prisma, and PostgreSQL repositories.
io.github.clezcoding/awesome-coolify
Coolify 4.1.x MCP server — deploy, diagnose, and manage apps, services, and databases
io.github.yourtablecloth/tablecloth-mcp
Open Korean e-Gov and finance sites in a clean, disposable Windows Sandbox with security programs.
io.github.linhnnmt/genai-capture
Capture & annotate your screen from an AI agent: arrows, boxes, text, highlight, blur/redact.
io.github.thuupx/lunge
Agent-native API client: execute/test REST/GraphQL/WS/SSE with assertions, extraction, collections
io.github.quackai-org/q402-mcp
Q402 - gasless payments, yield, escrow, bridge & NAV triggers on 12 EVM chains. Sandbox-default.
Marigold
Comment on AI-generated webpages; feedback flows back to your coding agent. Free, MIT, local-first.
io.github.malkreide/termdat-mcp
MCP server for TERMDAT — the terminology database of the Swiss Federal Administration
dark-memory-mcp
Persistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP.
DroidAgentKit
Local-first Android development MCP: Gradle, adb, logcat, lint, crash triage, Perfetto, visuals.
valv
Let coding agents query any SQL database safely. Read-only by default and scoped by your policies.
io.github.99blakeD99/the-metis-fca-handbook-ai-harness-mcp
MCP server for FCA Handbook compliance analysis with verbatim citations.
Chassis
Scaffold an Express 5 + TypeScript backend: database, auth, optional Next.js front end.
io.github.AINative-Studio/ainative-zerodb-memory-mcp
ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.
io.github.joshidikshant/loopback
Feedback bus for coding agents: pin feedback on any web app, an agent fixes it, the pin turns green
archery-mcp-server
Archery SQL审核查询平台 MCP Server - 让AI Agent直接操作SQL工单/查询/审核
PostgreSQL CVE & Release Intelligence
PostgreSQL security for AI agents: CVEs, yanked releases, exploits, and upgrade paths
OpenImageDebugger MCP
MCP server giving AI agents eyes on OpenImageDebugger buffers in live gdb/lldb sessions
Titen Memory
Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
Telemost MCP Server
MCP server (stdio) exposing the Telemost x402 Telegram-analytics API as pay-per-call MCP tools. Payment is made from the agent's own USDC wallet via x402.
PostgreSQL (hardened, read-only)
Read-only PostgreSQL over MCP. Writes refused at the parsed SQL, plus a READ ONLY transaction.
Data Studio
Unified MCP server for SQL and NoSQL databases, powered by dockit and sqlkit desktop apps
SQL Benchmarks Lab
Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required.