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Best MCP Servers for engineering
MCP Servers indexed for engineering teams. Every listing carries the Skill Score we compute identically across every platform — see how each one stacks up.
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GitHub MCP Server
GitHub's official MCP Server — gives AI assistants tool-level access to repositories, issues, pull requests, Actions, and the GitHub API surface.
Context7
Pulls up-to-date, version-specific library docs and code examples directly into your LLM's context so coding agents stop hallucinating APIs.
Playwright MCP
Microsoft's official Playwright MCP server — lets LLMs drive a browser through structured accessibility snapshots rather than screenshots.
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11 totalFilesystem MCP Server
Node.js reference MCP server for secure filesystem operations — read, write, search, and manage files with configurable access controls.
Fetch MCP Server
Reference MCP server that retrieves web pages and converts HTML to markdown so LLMs can consume web content efficiently.
Git MCP Server
Reference MCP server for Git repository interaction — read, search, and manipulate Git repositories from a Large Language Model.
Memory MCP Server
Reference MCP server that gives Claude persistent memory across chats using a local knowledge graph.
Supabase MCP
Connects Supabase projects to Cursor, Claude, Windsurf, and other AI assistants for natural-language database, schema, and project operations.
Neon MCP Server
Official MCP server for the Neon serverless Postgres platform — manage projects, branches, and databases through the Neon Management API.
MCP Atlassian
MCP server for Atlassian tools — Confluence and Jira — supporting both Cloud and Server/Data Center deployments.
Cloudflare MCP Server
Cloudflare's official MCP server — manage Workers, KV, R2, DNS, Zero Trust, and Cloudflare's wider platform from any MCP client.