Coding agent starter stack
Most people who wire MCP into Claude Code, Cursor or Codex end up with the same handful of servers: one for the code host, one for files, a browser so the agent can check its own UI work, and a database. Each list below is the best-ranked servers for that job in our catalog, by documentation, activity, stars and downloads.
Code hosting
Read issues, review pull requests and check CI without leaving the editor.
Lets an AI client launch, message, and stream events from durable agents on any model, tool, or machine via the Omnara API.
リモートGoAI & LLM Tools$claude mcp add --transport http omnara https://app.omnara.com/mcpLets AI coding agents search open-source code, docs, packages, and vulnerabilities with cited evidence.
ローカルリモートTypeScriptSearch & Web Data$claude mcp add githits-cli -- npx -y githitsWraps git, GitHub, GitLab, Bitbucket and Jira actions so an AI client can manage repos, work items, commits, issues and pull requests.
ローカルVersion Control$claude mcp add gk-cli -- npx -y @gitkraken/gk
Git
Inspect history, diffs and branches of a local repository.
Lets an AI client read any country's law on any date, trace which law changed each provision, and check citations.
リモートHtmlDocs & Knowledge$claude mcp add --transport http global-law https://global-law.lexifina.com/mcpAllows an AI client to interact with Bitbucket Data Center repositories and code through the Model Context Protocol.
ローカルTypeScriptVersion Control$claude mcp add atlassian-dc-mcp -- npx -y @atlassian-dc-mcp/bitbucketProvides reference implementations of MCP servers to demonstrate how LLMs can access tools, data sources, and filesystems securely.
ローカルTypeScriptDeveloper Tools$claude mcp add servers -- npx -y @eternis.ai/perplexity-ask
Files
Give the agent controlled access to folders on your machine.
Lets an AI client upload, download, list, modify, and delete files in Google Cloud Storage buckets.
ローカル4 個のツールTypeScriptFilesystem & OS$claude mcp add remote-filesystem -- npx -y remote-filesystem-mcp-serverConverts bitmap images such as PNG, JPG, and WebP into SVG vector graphics by tracing them with potrace.
ローカル9 個のツールTypeScriptMedia & Content$claude mcp add svg-tracer -- npx -y @pulsemcp/svg-tracer-mcp-serverLets an AI client read files, run terminal commands, and manage processes on your own paired computers over a hosted connection.
リモートDeveloper Tools$claude mcp add --transport http remote-desktop-commander https://mcp.desktopcommander.app/mcp
Browser
Let the agent open your app, click through it and read the result.
Enables LLMs to interact with web pages through structured accessibility snapshots using Playwright browser automation.
ローカル72 個のツールTypeScriptBrowser Automation$claude mcp add playwright-mcp -- npx -y @playwright/mcpSearches groceries, manages favorites, and updates your Good Eggs cart through a logged-in browser session.
ローカル11 個のツールTypeScriptCommerce & Payments$claude mcp add good-eggs -- npx -y good-eggs-mcp-serverSubmit and track Fetch Pet pet insurance claims, view claim history, and download EOBs and invoices through browser automation.
ローカル4 個のツールTypeScriptFinance & Market Data$claude mcp add fetchpet -- npx -y fetchpet-mcp-server
Database
Query Postgres in plain language, ideally over a read-only role.
Lets an AI client create and manage Neon Postgres projects, branches, and schema, and run SQL queries using natural language.
リモート51 個のツールTypeScriptDatabases$claude mcp add --transport http mcp-server-neon https://mcp.neon.tech/mcpLets AI coding agents query, modify, and inspect PostgreSQL databases, manage connection profiles, and diagnose performance.
ローカルDatabases$claude mcp add postgres-mcp -- npx -y @microsoft/postgres-mcpAllows AI agents to query and explore over 100 different databases using existing DBCode connections.
ローカルJavaScriptDatabases$claude mcp add dbcode -- npx -y @dbcode/mcp