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"Understanding Code Execution in Programming" matching MCP servers:

  • konsol-mcp

    grynn-in
    F
    license
    -
    quality
    A
    maintenance
    MCP server for configuring the konsol Frappe app via the CLI. Enables AI clients to manage dimensions, measures, fact tables, connectors, and schemas using natural language.
  • RawTree MCP Server by rawtreedb

    RawTree MCP Serverofficial

    rawtreedb
    A
    license
    A
    quality
    A
    maintenance
    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.
    12
    12
    1
    MIT
  • iceDQ MCP Server by icedq-tools

    iceDQ MCP Serverofficial

    icedq-tools
    A
    license
    -
    quality
    A
    maintenance
    Enables managing the full data quality lifecycle through Claude Desktop, including data exploration, profiling, validation, duplicate detection, reconciliation, workflows, schedules, and execution monitoring.
    63
    1
    Apache 2.0
  • Alkemi MCP Server by alkemi-ai

    Alkemi MCP Serverofficial

    alkemi-ai
    A
    license
    -
    quality
    D
    maintenance
    Connects MCP clients to databases like Snowflake, BigQuery, and Databricks through Alkemi's data platform, enabling natural language database queries with proper schema understanding and metadata management for consistent team-wide access.
    14
    4
    MIT

  • Airflow MCP

    ponderedw
    A
    license
    -
    quality
    D
    maintenance
    Enables natural language interaction with Apache Airflow for querying DAGs, monitoring execution, and troubleshooting failures.
    1
    MIT

  • ThinkingData MCP

    ivaneve
    A
    license
    -
    quality
    C
    maintenance
    Enables AI to interact with ThinkingData analytics through a read-only MCP service, supporting event/property queries, event analysis, retention analysis, and safe SQL execution.
    Apache 2.0

  • MetaTrader 5 MCP Server

    Cloudmeru
    A
    license
    -
    quality
    B
    maintenance
    Provides read-only access to MetaTrader 5 market data, trading history, and technical analysis through Python execution. Supports querying price data, calculating indicators, creating charts, and generating forecasts with Prophet and ML models.
    3
    MIT

  • Agent Data Bridge

    AriaScarlet132
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that provides data bridging from Spring Boot interfaces and a lightweight Python sandbox for script execution. It enables agents to fetch data as Markdown or Parquet files and perform automated data analysis within a controlled environment.
    MIT

  • Celigo MCP Server

    ilyassesalama
    A
    license
    -
    quality
    C
    maintenance
    Enables interaction with Celigo integrator.io API to manage integrations, flows, connections, and data operations. Supports integration lifecycle management, flow execution, and connection configuration through natural language commands.
    12
    MIT

  • cb-analytics-mcp

    celticht32
    A
    license
    -
    quality
    B
    maintenance
    A standalone MCP server plus admin GUI for Couchbase Enterprise Analytics and Couchbase Capella Analytics, exposing 55 well-typed, audited tools for query execution, schema introspection, and cluster management.
    MIT

  • Poiesis MCP Server

    JaeAeich
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to create, monitor, and manage computational tasks through GA4GH Task Execution Service (TES) functionality. Provides seamless access to TES-compliant services for executing bioinformatics and scientific computing workflows.
    Apache 2.0

  • ats-mcp-server

    Alexvozhak
    A
    license
    -
    quality
    C
    maintenance
    Aggregates job listings from multiple ATS and job board APIs via MCP, enabling unified search and retrieval in a structured format without HTML parsing.
    1
    MIT

  • Database Query MCP

    NewToolAI
    A
    license
    -
    quality
    D
    maintenance
    A versatile tool that enables querying and exporting data from multiple relational databases (MySQL, PostgreSQL, Oracle, SQLite, etc.) in read-only mode for data safety.
    12
    Apache 2.0

  • Statement Normalizer

    jfortier93
    A
    license
    -
    quality
    B
    maintenance
    Deterministic bank-statement parsing for AI agents: messy CSV/OFX exports to clean, categorized ledger rows. In-memory only, no storage, no external calls, no LLM in the loop.
    MIT

  • powerbi-mcp

    rajivdatta
    A
    license
    -
    quality
    B
    maintenance
    Enables discovery of Power BI workspaces and datasets, retrieval of semantic model definitions (TMDL), and execution of DAX queries through the Power BI and Microsoft Fabric REST APIs, using MSAL/WAM authentication for secure token caching.
    MIT

  • flink-mcp

    Cledar
    A
    license
    -
    quality
    C
    maintenance
    Enables interaction with Apache Flink clusters via the SQL Gateway, allowing query execution, session management, and job control through MCP tools.
    8
    Apache 2.0

  • mcp-databricks-server

    brunofqueles
    A
    license
    -
    quality
    B
    maintenance
    MCP server for Databricks Unity Catalog, enabling table listing, schema description, and read-only SQL query execution via natural language. Built from scratch to demonstrate JSON-RPC 2.0 protocol depth.
    MIT