Deployment & DevOps MCP Servers

Django Migrations

Manages Django migrations in distributed environments by wrapping migration commands as Model Context Protocol (MCP) endpoints.

Oss

Uploads files to Alibaba Cloud OSS, supporting multiple configurations and directory specification.

Git

Provides Git operations through a standardized interface for AI assistants.

Arbitrum Tools

Provides a suite of tools for interacting with the Arbitrum blockchain via the Model Context Protocol (MCP).

Loki

Queries Grafana Loki logs using the Model Context Protocol.

Workers AI

Facilitates the integration of Model Context Protocol (MCP) server tools within Cloudflare Workers.

Powerpipe

Connect AI assistants to infrastructure compliance data, enabling natural language exploration and analysis of cloud security posture.

GitLab Integration

Integrates with GitLab to provide RESTful API tools for managing users, projects, merge requests, and more.

SuperGateway

Enables running Model Context Protocol (MCP) stdio servers over Server-Sent Events (SSE) and SSE over stdio, serving as an AI gateway.

Scrapli

Enables programmatic interaction with network devices using scrapli within an MCP server environment.

Hangfire

Enables enqueuing background jobs using a Hangfire MCP server.

Terry-Form

Enables AI assistants to securely execute Terraform commands and leverage Language Server Protocol (LSP) for intelligent infrastructure management within isolated containers.

Kube Operator

Exposes microservice APIs as MCP services within Kubernetes using a dedicated operator and sidecar.

Authentik

Integrates with Authentik API via the Model Context Protocol, offering both full CRUD and diagnostic capabilities for identity and access management.

BigModel

Provides a comprehensive large model service platform for rapid deployment and application of large language models in small and medium-sized enterprises.

Tiangong LCA

Provides a server for the TianGong LCA Model Context Protocol, supporting both STDIO and Streamable HTTP communication methods.

Photon

Transforms single-file TypeScript classes into production-ready Model Context Protocol (MCP) servers.

Azure DevOps Boards

Manage and query Azure DevOps Boards and Work Items through a Model Context Protocol server.

Structured Data Tools

Empower AI agents to safely read, modify, and validate JSON, YAML, and TOML files with a token-efficient and schema-aware interface.

Tabby

Integrates AI assistants with your Tabby terminal, offering extensive control over terminal sessions, tabs, and remote files.