Local context compression for agents: tool outputs, logs, files and RAG chunks shrink before reaching the LLM. Proxy, CLI, library and MCP
MCP servers
GitHub's official MCP server: code, issues, pull requests, Actions and security alerts straight from the agent
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 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
Kubernetes MCP
MCP Server Kubernetes
MCP server for managing a Kubernetes cluster through kubectl and Helm, with a non-destructive mode
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
Official Render MCP server: services, deploys, logs, metrics and Postgres databases on Render
Official Auth0 MCP server: tenant applications, Actions, logs and users via the Management API
Official remote Raygun MCP server: the agent investigates errors, deployments, performance and user sessions