Popular MCP Servers

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  IBM watsonx.data MCP Serverofficial

  IBM

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  Enables AI assistants to interact seamlessly with IBM watsonx.data lakehouses using natural language for operations like querying, catalog browsing, engine management, and data ingestion.

  Last updated 2026-07-06

  39

  7

  Apache 2.0
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  CData Sync MCP Serverofficial

  CDataSoftware

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  Enables AI assistants to manage CData Sync operations, including data synchronization jobs, connections, and ETL processes through stdio or HTTP transports. It provides tools for executing jobs, monitoring real-time progress via Server-Sent Events, and handling comprehensive workspace configurations.

  Last updated 2025-08-10

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  4

  MIT
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  Tenzir MCP Serverofficial

  tenzir

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  Enables AI assistants to interact with security data pipelines and map data to the Open Cybersecurity Schema Framework (OCSF) through Tenzir. Provides seamless integration for processing and analyzing cybersecurity data using natural language.

  Last updated 2026-04-16

  15

  8

  Apache 2.0
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  coalesce-transform-mcpofficial

  Coalesce-Software-Inc

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  MCP server for Coalesce that manages nodes, pipelines, environments, jobs, and runs, and enables project validation, DDL/DML preview, deployment planning, and cloud environment application.

  Last updated 2026-07-03

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  955

  2

  MIT
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  Bauplan MCP Serverofficial

  BauplanLabs

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  Enables AI assistants to interact with Bauplan lakehouse operations, including querying tables, schema inspection, branch management, and pipeline execution.

  Last updated 2026-06-29

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  12

  MIT
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  Teradata MCP Serverofficial

  Teradata

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  A server providing tools for querying and analyzing Teradata databases, including database management, data quality assessment, and SQL execution capabilities through an MCP interface.

  Last updated 2026-07-02

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  MIT
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  RawTree MCP Serverofficial

  rawtreedb

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  Enables querying, inserting, and managing unstructured data in RawTree via SQL, JSON ingestion, and log inspection through MCP clients like Claude Code, Cursor, and Claude Desktop.

  Last updated 2026-07-08

  12

  13

  1

  MIT
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  Databar MCP Serverofficial

  databar-ai

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  Enables AI assistants to interact with Databar.ai's data enrichment API, allowing discovery, configuration, and execution of data enrichments across hundreds of providers using natural language.

  Last updated 2026-04-06

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  14

  3

  MIT
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  vizro-mcpofficial

  mckinsey

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  vizro-mcp

  Last updated 2026-07-10

  6

  3,717

  Apache 2.0
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  arpeio-mcpofficial

  arpe-io

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  Unified MCP server for Arpe.io data tools enabling AI assistants to build, preview, and execute high-performance data commands including database export, transfer, pipeline, and migration.

  Last updated 2026-06-29

  17

  MIT
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  Graphistry MCPofficial

  graphistry

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  GPU-accelerated graph visualization and analytics server for Large Language Models that integrates with Model Control Protocol (MCP), enabling AI assistants to visualize and analyze complex network data.

  Last updated 2026-03-18

  17

  40

  11

  MIT

• Databento MCP

  deepentropy

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  A Model Context Protocol server that provides access to Databento's historical and real-time market data, including trades, OHLCV bars, and order book depth. It enables AI assistants to perform financial data analysis, manage batch jobs, and convert market data between DBN and Parquet formats.

  Last updated 2025-11-30

  4

  30
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  Alibaba Cloud DMS MCP Serverofficial

  aliyun

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  A Model Context Protocol server that enables large language models to access database metadata and perform cross-engine data querying across diverse database ecosystems.

  Last updated 2026-06-10

  16

  46

  Apache 2.0

• Excel MCP Server

  negokaz

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  A Model Context Protocol server that enables AI assistants to read from and write to Microsoft Excel files, supporting formats like xlsx, xlsm, xltx, and xltm.

  Last updated 2025-07-19

  8

  6

  14,877

  984

  MIT
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  celp-mcpofficial

  CelpAI

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  Celp-MCP enables natural-language analytics over SQL, MongoDB, and Databricks warehouses through MCP-compatible clients, converting questions into multi-step database plans and returning markdown reports.

  Last updated 2025-07-02

  4

  59

  MIT
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  MCP Server Chartofficial

  antvis

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  mcp-server-chart

  Last updated 2026-05-06

  26

  36,439

  4,213

  TypeScript

  MIT
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  zenrows-mcpofficial

  ZenRows

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  quality

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  Scrape any webpage and return clean markdown, HTML, or structured JSON. Bypasses anti-bot protection, renders JavaScript (React/Vue/Angular), supports premium residential proxies and CSS extraction. Works with any MCP client — no local install required.

  Last updated 2026-06-20

  1

  222

  19

  MIT
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  Cloudera Iceberg MCP Serverofficial

  cloudera

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  Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to inspect database schemas and execute SQL queries to retrieve data from Iceberg tables.

  Last updated 2025-07-11

  2

  13

  Apache 2.0
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  Token Metrics MCP Serverofficial

  token-metrics

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  Token Metrics MCP Server

  Last updated 2026-01-06

  19

  3

  18

  TypeScript
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  amazon-datazone-mcp-serverofficial

  awslabs

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  A high-performance Model Context Protocol (MCP) server that provides seamless integration with Amazon DataZone services. This server enables AI assistants and applications to interact with Amazon DataZone APIs through a standardized interface.

  Last updated 2026-02-05

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  6

  Apache 2.0