Skip to main content
Glama
116,626 servers. Updated
20 Best Code Execution MCP Servers: compared and ranked, November 2026Ranked from 1,332 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Code Execution" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    B
    maintenance
    Imports CSV or Excel files into Dynamics 365 Finance & Operations data projects through the Data Management Framework, generating manifests, resolving entity targets and dependency order, and waiting for execution results. Also exports data projects and exposes tools to search the entity catalogue, inspect entity fields, and check execution status.
    8
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that provides AI assistants direct access to the Apache Zeppelin REST API for data engineering workflows, enabling notebook and paragraph management, execution, and interpreter control.
    14
    15 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables managing the full data quality lifecycle through Claude Desktop, including data exploration, profiling, validation, duplicate detection, reconciliation, workflows, schedules, and execution monitoring.
    262 npm
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with the Civis Platform for data exploration, querying, and workflow execution. Supports schema-restricted read-only mode and tools like run_query, list_tables, and publish_html_report.
    BSD 3-Clause
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to interact with Deephaven real-time data systems, allowing natural language queries, script execution, and management of both Community Core and Enterprise deployments for live data analysis and streaming workflows.
    5
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides a read-only MCP interface to locally synchronized Amazon seller data, enabling AI agents and analytics tools to query order, inventory, advertising, and settlement information with completeness and freshness checks for safe analysis.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables natural language interaction with Apache Airflow for querying DAGs, monitoring execution, and troubleshooting failures.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    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
  • A
    license
    Not graded
    quality
    D
    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.
    166 PyPI
    3
    MIT
  • A
    license
    Not graded
    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
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables MCP-capable agents to inspect, validate, search, and manage Apache Hop pipelines and workflows, with guarded editing, backup, and optional local or Hop Server execution.
    Apache 2.0
  • A
    license
    Not graded
    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.
    6 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    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
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude Code to generate Kafka producer and consumer code using predefined event schemas, with tools to list events, get schemas, and validate code.
    -
  • A
    license
    Not graded
    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
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides a runtime-only MCP server and REST API for datasets, connections, flows, pipelines, and cron scheduling, without server-side LLM execution or entity-authoring admin UI, enabling clients to operate and manage these resources programmatically.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents and compatible clients to access an Unstract API Deployment over Streamable HTTP for document extraction, execution polling, and deployment metadata. Supports OpenAI and Claude clients through a stateless remote proxy with secure bearer authentication.
    MIT
  • A
    license
    Not graded
    quality
    D
    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
  • A
    license
    Not graded
    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
  • A
    license
    Not graded
    quality
    D
    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
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to interact with PostgreSQL databases through the Model Context Protocol, providing database schema exploration, table structure inspection, and SQL query execution capabilities.
    15
    MIT