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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.

1.2K
live servers
44
avg trust
78K
most stars
551

io.github.YimingYAN/fivetran-mcp

MCP server for Fivetran API - manage syncs, check status, and control data pipelines

37
552

ServiceNow MCP Server

18 MCP tools for ServiceNow: incidents, CMDB, update sets. OAuth 2.1, Tokyo+.

37
553

io.github.amol21p/interactive-terminal

MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker

37
554

io.github.arpe-io/fasttransfer-mcp

MCP server for FastTransfer — high-performance parallel data transfer between databases

37
555

io.github.arpe-io/lakexpress-mcp

MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet

37
556

io.github.aryanduntley/aifp

Database-driven FP enforcement and project management for AI-maintained codebases

37
557

io.github.bluwork/mongo-scout-mcp

Scout your MongoDB databases with AI - safety features, live monitoring, and data quality

37
558

io.github.bluwork/postgres-scout-mcp

Scout your PostgreSQL databases with AI - safety features, monitoring, and data quality

37
559

U2 MCP Server

Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.

37
560

io.github.bytebase/dbhub

Minimal Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

37
561

io.github.cocaxcode/database-mcp

MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools.

37
562

io.github.colabfit/colabfit-mcp

An MCP server that provides access to the ColabFit database

37
563

MCP Feed Reader

RSS/Atom feed reader MCP server with SQLite backend

37
564

io.github.dataplat/dbatools-mcp-server

MCP server for dbatools — exposes SQL Server management commands as MCP tools

37
565

io.github.dbsectrainer/mcp-agent-trace-inspector

Step-by-step observability for MCP agent workflows

37
566

io.github.dbsectrainer/mcp-cost-tracker-router

Real-time cost awareness for MCP agent workflows

37
567

io.github.dbsectrainer/mcp-eval-runner

A standardized testing harness for MCP servers and agent workflows

37
568

io.github.devilsfave/dagpipe

Crash-proof LLM pipelines. Resumes from failure without a database.

37
569

Airtable

Airtable MCP Pack — wraps the Airtable REST API v0

37
570

io.github.enessari/metabase-ai-assistant

MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL

37
571

io.github.erova/vibesharing

Deploy prototypes and collect team feedback from Claude Code, Cursor, or any MCP client.

37
572

io.github.es617/dbgprobe-mcp-server

Let AI agents interact with debug probes — connect, flash, read/write memory, and reset.

37
573

io.github.florentine-ai/mcp

MCP server for Florentine.ai - Natural language to MongoDB aggregations

37
574

PostgreSQL performance Tuner MCP Server

provides AI-powered PostgreSQL performance tuning capabilities.

37
575

io.github.kira-autonoma/agent-memory-mcp

Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.

37
576

Hex Graph

Code graph MCP server. SQLite + tree-sitter AST for architecture, clones, references, and flows.

37
577

io.github.lordbasilaiassistant-sudo/base-security-scanner-mcp

MCP server for AI agents to scan and audit smart contracts on Base for security vulnerabilities. Det

37
578

io.github.lordbasilaiassistant-sudo/contract-scanner

Smart contract security scanner — vulnerabilities, risk scores, and calldata decoding

37
579

Python Exec Sandbox

Sandboxed Python execution for AI agents. PEP 723 inline deps, multi-version Python, zero pollution.

37
580

io.github.mickelsamuel/migrationpilot

80 rules to catch dangerous PostgreSQL migrations before production. Lock analysis + auto-fix.

37
581

io.github.mimersql/mimer-mcp

A MCP server with Mimer Database Connectivity

37
582

io.github.mkpvishnu/terminal-mcp

MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI apps

37
583

io.github.mongodb-js/mongodb-mcp-server

MongoDB Model Context Protocol Server

37
584

io.github.motherduckdb/mcp-server-motherduck

Fast analytics and data processing with DuckDB and MotherDuck

37
585

db-mcp (SQLite MCP Server)

SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering

37
586

PostgreSQL MCP Server

Python MCP server for PostgreSQL database inspection and querying

37
587

io.github.ofershap/sqlite

SQLite MCP — query databases, inspect schemas, explain queries, export data.

37
588

io.github.pijusz/mcp-mailtrap

MCP server for the Mailtrap email platform — analytics, sending, contacts, sandbox

37
589

DataLink

MCP server for secure database access (PostgreSQL, MySQL, SQLite)

37
590

io.github.prismatic-io/prism-mcp

MCP server that wraps Prismatic's Prism CLI tool

37
591

io.github.ralfbecher/orionbelt-analytics

Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

37
592

io.github.rog0x/database

SQL formatting, schema visualization, migration generation

37
593

io.github.spences10/mcp-sqlite-tools

MCP server for local SQLite database operations

37
594

io.github.spranab/saga-mcp

Jira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard

37
595

io.github.standardbeagle/mcp-debug

Debug and develop MCP servers with hot-swapping, session recording, and playback testing

37
596

io.github.svnscha/mcp-windbg

A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB

37
597

io.github.taybenlor/runno

MCP Server for the Runno Sandbox

37
598

io.github.tcehjaava/tmdb-mcp-server

MCP server for The Movie Database (TMDB) API

37
599

io.github.tianyuio/worldbank-mcp

World Bank Open Data MCP Server

37
600

io.github.umitkavala/mindpm

Persistent project memory for LLMs via SQLite. Never re-explain your project again.

37
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