MCP servers

Local context compression for agents: tool outputs, logs, files and RAG chunks shrink before reaching the LLM. Proxy, CLI, library and MCP

GitHub's official MCP server: code, issues, pull requests, Actions and security alerts straight from the agent

AWS's official MCP server suite: docs, IaC, containers, serverless, databases, cost and monitoring

An MCP server that lets an agent work on your computer: terminal and long-running processes, file search and edits, Excel, PDF and DOCX

Microsoft's official MCP server for Azure: the agent sees subscription resources and works with Azure services on your behalf

A token-lean MCP server for PostgreSQL, MySQL, MariaDB, SQL Server and SQLite with a read-only mode

Grafana's official MCP server: dashboards, Prometheus and Loki queries, alerts and incidents straight from the agent

A Go MCP server for Kubernetes and OpenShift: resources, pods, logs, Helm and Tekton straight through the cluster API

Microsoft's official MCP server for Azure DevOps: work items, repos, builds, test plans and wikis from your agent

An MCP server for GitLab and self-hosted instances: projects, merge requests, issues, pipelines, wiki and releases

MCP server for managing a Kubernetes cluster through kubectl and Helm, with a non-destructive mode

The docker mcp CLI plugin and gateway: MCP servers from Docker's catalog in isolated containers behind one connection point

HashiCorp's official MCP server for the Terraform Registry and HCP Terraform: providers, modules, policies and workspaces

Official MongoDB MCP server: queries and aggregations, index management, Atlas clusters and local deployments

Google Cloud MCP servers: gcloud commands, logs and metrics, Cloud Storage and Backup and DR

Sentry's official MCP server: search issues, inspect events and traces and analyze root causes from a coding agent

Neon's official remote MCP server: projects, branches, SQL queries and Postgres migrations from your agent

Redis's official MCP server: strings, hashes, streams, JSON and vector search from your agent

Salesforce's official DX MCP server: work with orgs, metadata, data, users and Apex tests from your agent

Google's MCP server for deploying apps to Cloud Run from an agent, with service listing and log reading

An MCP server for Argo CD: applications, resource trees, logs, events, sync and resource actions

Confluent MCP server for Kafka: topics, messages, Flink SQL, Schema Registry and connectors

Google Cloud's MCP server and Gemini CLI extension for GKE clusters: resources, logs, deploys, costs and upgrade risks

Official DigitalOcean MCP server: App Platform, droplets, databases, Kubernetes, networking and storage through an agent