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MCP servers tagged data
3.2K 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.
Yargi MCP
Yargı MCP: Türk Hukuk Kaynakları için MCP Sunucusu
etsd-tech/mcp-pointer
MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.
Powermem
Not only memory but a full story
Aenvironment
Standardized environment infrastructure for Agentic AI development.
OpenZeppelin/contracts-wizard
Interactive smart contract generator based on OpenZeppelin Contracts.
kiliczsh/mcp-mongo-server
A Model Context Protocol Server for MongoDB
Airbyte Agent Connectors
🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.
Duckdb Memory Server
MCP Memory Server with DuckDB backend
Interactive Feedback MCP
Interactive User Feedback MCP
alexanderzuev/supabase-mcp-server
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and m…
Awesome Python
🐍 Hand-picked awesome Python libraries and frameworks, organised by category
Graphrag Toolkit
Python toolkit for building graph-enhanced GenAI applications
admica/FileScopeMCP
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codeb…
storybookjs/addon-mcp
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Meta Skill
Local-first skill management platform for AI coding agents: dual SQLite+Git persistence, semantic search, bandit-optimized suggestions, and MCP integration
Gru Sandbox
Cli and MCP for gbox. Enable AI agents to operate Android/Browser/Desktop like human.
Hyperterse
The agentic server framework.
chroma-core/chroma-mcp
A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma
yangkyeongmo@/mcp-server-apache-airflow
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
Mssql MCP
MSSQL Server MCP implementation written in C#
Ironcurtain
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
MCP-Database-Server
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases
wenb1n-dev/mysql_mcp_server_pro
Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行…
zcaceres/fetch-mcp
A flexible HTTP fetching Model Context Protocol server.
Lisa.py
LLDB MCP Integration + other helpful commands
ckreiling/mcp-server-docker
MCP server for Docker
blurrah/mcp-graphql
Model Context Protocol server for GraphQL
Sv Excel Agent
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
Govcraft/rust-docs-mcp-server
🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.
XGenerationLab/xiyan_mcp_server
A Model Context Protocol (MCP) server that enables natural language queries to databases
Tiger CLI
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write production-level Postgres code.
Surrealmcp
The official MCP server for SurrealDB
wenb1n-dev/SmartDB_MCP
Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,DM8,Oracle,not only provides basic database connection such as OAuth 2.0 authentication , health…
confluentinc/mcp-confluent
Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.
TencentEdgeOne/edgeone-pages-mcp
An MCP service designed for deploying HTML content to EdgeOne Makers and obtaining an accessible public URL.
SQL Server
Samples using AI and Azure SQL DB
SDGLBL/mcp-claude-code
MCP implementation of Claude Code capabilities and more
Pgedge Postgres MCP
pgEdge MCP Server. A PostgreSQL MCP server with a Natural Language Agent CLI and Web UI.
ktanaka101/mcp-server-duckdb
A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities
Faucet
Faucet is an open-source, single-binary server that turns any SQL database into a secure, governed REST API with role-based access control and native MCP support for applications…
Text2sql.net
Text2Sql.Net 是一个使用DotNet和Semantic Kernel开发的Text2Sql工具
Elasticgraph
Schema-driven, scalable, cloud-native, batteries-included GraphQL, backed by Elasticsearch/OpenSearch
Ruchy
Ruchy, a systems-oriented scripting language that transpiles to Rust.
Tiger Slack
Real-time Slack ingest and MCP server to power your agentic Slack bots
Snowflake-Labs/mcp
MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more
Langchain Data Agent
NL2SQL - Ask questions in plain English, get SQL queries and results. Powered by LangGraph.
furey/mongodb-lens
🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases
docker/hub-mcp
Docker Hub MCP Server
Memory Keeper
MCP server for persistent context management in AI coding assistants
Chembl MCP Server
A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.