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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.Skitchy/rekindle
MCP session continuity engine. Boot reports, orientation scoring, and end-session capture. SQLite.
io.github.AnnasMazhar/pyspark-mcp
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
io.github.Yercko/devilge
Android/KMM MCP server: logcat, ADB device control, Compose previews, network, Maestro flows.
Leadbay
AI lead discovery, qualification, and outreach prep on your Leadbay account.
dump-analyzer-mcp-server
A Model Context Protocol server for remote Windows crash dump analysis using WinDbg/CDB
Bilig WorkPaper
Formula-backed WorkPaper tools for workbook readback, input edits, and JSON persistence.
Gretl MCP
Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.
io.github.Sidd27/infrawise
Static infrastructure analysis via MCP: databases, AWS services, IaC, and code patterns.
FixThis
Local-first MCP handoff for Jetpack Compose UI feedback and source candidates.
OpsConduit Jobber MCP
Customer-hosted, read-only MCP server for Jobber operations summaries and GraphQL validation.
io.github.narekmalk/safedb-mcp
A secure MCP server that lets AI agents query databases safely.
com.blackwalltier/blackwall
Pre-action risk gate: AI agents call before any irreversible action (money, SQL, delete).
Magento Cloud MCP Server
MCP server wrapping the magento-cloud CLI for database queries, logs, and environment management
io.github.SurajKGoyal/amnesic
Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.
3dcitydb-mcp-server
MCP server for natural-language querying of 3DCityDB v5 semantic city models
Ddb
D&D Beyond MCP Server with Google Auth
Squadboard
Pre-alpha local-first kanban + workflow board for Squad agents — MCP server and CLI
Workforce
An MCP server that exposes workforce primitives (workflows, memory, integration clients) to a harness running inside a workforce sandbox.
io.github.krimto-labs/krimto
Memory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0.
io.github.Idle-Sync/db-conn-mcp
A dead-simple, self-hosted MCP server for securely querying databases via AI agents.
io.github.jcooley8/pincushion
Stakeholders pin feedback on your live app; your AI coding agent reads it via MCP and fixes it
io.github.cyanheads/noaa-marine-mcp-server
Find NOAA tide stations and NDBC buoys, fetch tide predictions, currents, and live conditions.
io.github.purahmanian/junglescout-mcp
Jungle Scout MCP server: keyword volumes, product database, sales estimates, share of voice
NetLogo MCP
Create, run, and analyze NetLogo agent-based models through natural conversation
io.github.edelciomolina/postgres-mcp
PostgreSQL MCP wrapper with .env credential mapping, tool selection, and safe read-only defaults.
io.github.gooodbilling/mcp-server
GooodBilling 公式 MCP Server — Claude Desktop / Cursor 等の MCP 対応クライアントから AI ファーストで請求書・見積を操作する
govql-mcp-server
MCP server for GovQL — query US Congressional data via GraphQL from any MCP client.
io.github.chrischall/setlist-mcp
setlist.fm concert data for Claude — setlists, artists, venues, tours, and cities
io.github.devopam/mcpg
A production-grade PostgreSQL Model Context Protocol (MCP) server.
io.github.Fashad-Ahmed/universal-db-mcp
Security-first MCP server for PostgreSQL, SQLite, MySQL, DuckDB with SQL injection prevention.
brokre
AI-safe credential broker for MCP — run saved SSH/MySQL/psql aliases; passwords never reach AI.
SeedBase Test Data
Generate realistic, FK-consistent synthetic test data for your databases from your AI assistant.
SchemaBrain
The trust and intelligence layer between AI agents and your database.
io.github.declaw-ai/mcp-server
Secure Firecracker microVM sandboxes for AI agents: network policy, PII & injection guardrails.
nautobot-mcp-server
Nautobot app and Model Context Protocol (MCP) server exposing Nautobot's REST and GraphQL APIs to LLMs.
io.settlemesh/cli
Deploy and monetize agent-built apps: login, database, usage billing, and end-user-pays.
io.github.thegoodguysla/myco-brain
Self-hosted, source-traceable memory layer and MCP server for AI agents, on your own Postgres.
io.github.renanlido/custom-mcp-database
Run alias-based queries against PostgreSQL, MySQL, MongoDB and Oracle without exposing credentials.
MADB — Agent Memory Database
Durable causal memory for AI agents: semantic recall, causal lineage, reusable skills. Local.
io.github.AIWerk/mcp-server-shopify
Shopify Admin GraphQL API: products, orders, customers, inventory, and more (read and write).
io.github.shahidla/cds-db-nlquery-mcp
MCP server for natural-language queries against SAP CAP db-layer entities via real CQN/SQL JOINs.
io.github.telleroutlook/mcp-server
WasmAgent MCP server — WASM-sandboxed code execution with capability manifests and Tasks API.
LiteScope
Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.
Coach
Local single-user MCP server for a TrainHeroic coach. No database, no Cloudflare deps.
text2sql
Ask any SQL database in natural language. Agent explores schema, writes SQL, self-corrects.
Superserve
MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs
io.github.altrsoftware/altr-mcp-server
MCP server for ALTR data security: databases, tags, policies, classification, access, audits
io.github.Wangggym/quarry
Safety-railed database access for agents: Postgres, MySQL, Redis. Read-only by default.
io.github.jonfishr/tronbyt-mcp
Control Tidbyt/Tronbyt LED displays: push text, images, and apps; brightness and night mode.
Dynoxide
DynamoDB-compatible database engine in Rust on SQLite, with an MCP server for coding agents.