Local context compression for agents: tool outputs, logs, files and RAG chunks shrink before reaching the LLM. Proxy, CLI, library and MCP
MCP servers
The Chrome DevTools team's official MCP server: the agent drives a live Chrome, reads network and console, and records performance traces
GitHub's official MCP server: code, issues, pull requests, Actions and security alerts straight from the agent
Firebase MCP Server
Firebase CLI and MCP Server
Official Firebase MCP server from the Firebase CLI: projects, Firestore, Auth, Crashlytics, Remote Config and function logs
Microsoft's official MCP server for Azure: the agent sees subscription resources and works with Azure services on your behalf
Laravel's official MCP server, guidelines and skills: the agent sees the DB schema, logs and package versions and searches ecosystem docs
A token-lean MCP server for PostgreSQL, MySQL, MariaDB, SQL Server and SQLite with a read-only mode
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
Figma's official MCP server: code from a selected frame, design system variables and components, and writing designs to the canvas
An MCP server for GitLab and self-hosted instances: projects, merge requests, issues, pipelines, wiki and releases
Microsoft's free official MCP server for Microsoft Learn docs: search, page fetch and code samples with no key
Brave's official MCP server: web, news, image, video and place search plus extracted page content for model context
Official MongoDB MCP server: queries and aggregations, index management, Atlas clusters and local deployments
Atlassian's official cloud MCP server for Jira, Confluence, Jira Service Management, Bitbucket, Compass and Loom, with skills
Connects an agent to a running Next.js 16+ dev server: errors, routes, logs and docs for your installed version
SonarSource's official MCP server: quality and security issues, quality gates and code analysis from SonarQube Server and Cloud
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
An open-source Claude Design alternative that builds prototypes, decks, dashboards and video through your local agents
Local code graph for agents: an MCP server returns entry points, symbol links and change impact in one call
An MCP server to drive iOS and Android: simulators, emulators and real devices via accessibility trees and screenshots
A community Playwright MCP server: browser automation, screenshots, device emulation and test code generation