Development & Code MCP Servers

Development & Code mcp servers for AI agents and assistants.

13 results in Development & Code MCP Servers

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ARTEMISAPI Clients, Testing & QAARTEMIS is an Apache-2.0 Android automation agent from Google. It drives real phones and emulators over ADB from natural-language tasks, with a web console, CLI, Python SDK and an MCP server for AI coding assistants.Open sourceSelf-hosted

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CMContext ModeMCP ServersContext Mode is a free, local plugin for 10 coding agents that runs tool output in a sandbox and indexes it in SQLite so the agent sees only what it asks for.CommercialSelf-hostedFree

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EngramMCP ServersEngram is a local persistent memory system for AI coding agents, storing decisions and session summaries in SQLite and exposed through MCP and an HTTP API.Open sourceSelf-hosted

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FMFigma MCPMCP ServersFigma MCP is an OCaml MCP server that gives AI coding agents Figma design context, variables, screenshots and Code Connect data, then checks parity.Open sourceSelf-hosted

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jscpdCode Editors & IDEsjscpd is an open-source copy/paste detector that finds duplicated code in 224 languages and fails CI builds when duplication passes your threshold.Open sourceSoftware

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KanzoProject ManagementKanzo is an AGPL-3.0 kanban board and MCP server in one 4.7 MB Rust program. People use the browser board, agents like Claude Code and Codex take and move tasks over MCP, and boards can be shared on a network or synced via git.Open sourceSelf-hosted

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MCP Everything ServerMCP ServersA reference test server for MCP client builders, demonstrating protocol features such as tools, resources and prompts.Open sourceSoftwareFree

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MCP Filesystem ServerMCP ServersA local file connector for reading, editing, searching and organizing files inside explicitly allowed directories.Open sourceSoftwareFree

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MCP Git ServerMCP ServersA Python MCP server for inspecting and changing a local Git repository, including status, diffs, staging and commits.Open sourceSoftwareFree

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MCP GitHub ServerMCP ServersGitHub's MCP server lets AI tools read repositories and code, manage issues and pull requests, check Actions runs and review security findings.Open sourceSoftwareFree

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MCP Playwright ServerMCP ServersMicrosoft's Playwright MCP server exposes browser interaction through structured accessibility snapshots and persistent browser state.Open sourceSoftwareFree

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MCP Puppeteer ServerMCP ServersAn archived Puppeteer browser connector with navigation, screenshots, selector-based interaction and JavaScript evaluation.Open sourceSoftwareFree

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MCP Sequential Thinking ServerMCP ServersA structured reasoning tool that records numbered steps, revisions and branches within an assistant's problem-solving session.Open sourceSoftwareFree

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Focused collections

Shortlists for Development & Code MCP Servers

Explore collections with tools relevant to this category, grouped by deployment, source model or workload.

How to choose development & code mcp servers tools

Development MCP servers give AI coding assistants structured access to repositories, local files, Git history, design files, browser automation and code analysis through the Model Context Protocol. Instead of pasting code into a chat, the client calls tools that list files, read diffs, open pull requests or drive a headless browser. This subcategory also covers context and memory helpers for coding agents, which sets it apart from infrastructure servers that manage clouds and databases.

Read the guide

Who uses these tools

Developers pairing with coding agents in an editor
QA engineers driving browser tests from an assistant
Maintainers triaging issues and pull requests

Capabilities to compare

Repository, issue and pull request operations
Filesystem access limited to allowed directories
Headless browser control and screenshots
Persistent memory or context compression for agents
Reference test servers for client developers

Operating considerations

Filesystem and shell tools can modify local code
Large tool output consumes the context window
Personal access tokens stored in client config
Local stdio process versus remote HTTP server
Isolating browser automation from logged-in sessions

Selection checklist

Restrict filesystem servers to the project directories the agent needs and keep home folders and secrets out of scope.
Use fine-grained, repository-scoped tokens for code host servers instead of a classic token with full account access.
Measure how much context each tool response consumes and prefer servers that paginate or summarize large outputs.
Try the server with the coding client you actually use, because transport and tool support vary between clients.

What belongs in this category: Servers listed here expose software development resources such as code, version control, design handoff, browser testing or agent memory to MCP clients, rather than cloud accounts, production databases or business applications.