Deployment & DevOps MCP Servers

Columbia

Provides deployment infrastructure and server implementations for Columbia's Model Context Protocol (MCP) servers.

Appsignal

Enables AI assistants to fetch and analyze incident data from Appsignal.

FEP-FEM

Builds networks of intelligent agents that securely discover, share, and adapt their capabilities at scale.

Makefile Commander

Exposes Makefile targets as callable tools for AI assistants to automate project workflows.

Cloudflare GitHub Backup

Backs up Cloudflare projects to a GitHub repository.

Remote Cloudflare

Establishes a Model Context Protocol (MCP) server on Cloudflare Workers with bearer token authentication.

Meraki

Provides dynamic access to the Meraki Dashboard API, enabling comprehensive network management, security auditing, and compliance checks.

Filesystem

Enables read/write operations and management of files and directories within specified, sandboxed locations.

Kubectl Go

Enhances Kubernetes security by validating kubectl commands for safe interaction via compatible clients.

Databricks

Provides a FastAPI server to manage local files and orchestrate Databricks operations, including code submission, job management, and DLT pipeline creation.

NestJS

Provides a foundational implementation of the Model Context Protocol using the NestJS framework.

memU

Enables AI applications to access advanced memory management features through the Model Context Protocol.

Dataproc

Manages Google Cloud Dataproc clusters and jobs through a standardized Model Context Protocol interface.

Kubernetes

Manages Kubernetes clusters and Helm releases through a unified server interface, built on the FastMCP framework.

Mcpserveronline

Serves automatically generated JavaScript tools from Postman API requests as an MCP-compatible server.

WASMPython Runner

Executes Python code safely within a Docker image, designed for use with MCP servers.

File System

Provides a secure and robust Model Context Protocol server for managing file system operations with built-in safeguards and comprehensive error handling.

Airflow Integrations

Enables AI assistants to interact with Apache Airflow workflows, monitor DAG runs, and programmatically manage tasks.

FastMail

Enhance FastMail email management with AI-powered features for smart analysis, organization, and contextual reply generation.

Goose

Enables AI clients to orchestrate and delegate development tasks to specialized, autonomous AI subagents.