MCP servers

A field-engineering toolkit that installs Databricks-focused skills, an MCP server and a Builder App into AI coding agents, now being succeeded by an official, engineering-owned Databricks AI Tools package.

• MCP servers
• Agent skills

An MCP server, CLI and Python/JavaScript SDK for searching and booking real flights and hotels through AI agents, holding the fare on a card only when a booking actually completes.

• MCP servers
• APIs

An MCP server that gives AI agents stealth browser automation for getting past Cloudflare challenges, anti-bot checks and login walls, using real Chrome-family browser instances.

• MCP servers
• Browser automation

An MCP server that turns a large codebase into a searchable, hierarchical feature graph, combining retrieval, AST parsing and clustering so agents can navigate and edit code by meaning rather than exact text.

• MCP servers
• Agent memory

An MCP server for GitLab with 261 granular tools covering projects, merge requests, issues, pipelines, wikis, releases and more, supporting self-hosted GitLab instances, multiple auth modes, and JMESPath filtering to shrink tool results.

• MCP servers
• Git

A guide and reference for the Figma MCP server, which brings Figma design context, components and variables directly into an AI coding agent for generating code from selected frames or converting a web page into a Figma design.

• MCP servers
• Design tools

A BYOK desktop AI assistant and universal MCP client that connects almost any LLM provider to MCP servers, with chat, image and video generation, RAG over local files, voice mode and system-wide AI commands.

• MCP servers
• Inference

A local MCP server that gives your own ChatGPT session read, search, edit and review access to repositories you explicitly allow on your machine, with bounded local code-intelligence tools for impact analysis and change review.

• MCP servers
• Code quality

A free, open-source SEO and GEO MCP server and Claude skill set that runs keyword research, rank tracking, audits and AI-visibility analysis against your own Google Search Console, GA4 and Ads data, with DataForSEO built in at no markup.

• MCP servers
• Agent skills

A native MCP plugin for the x64dbg debugger that exposes its full functionality over HTTP, letting an AI assistant set breakpoints, step through code, read memory and control debugging sessions programmatically.

• MCP servers
• Debugging

A native Go MCP server that lets AI assistants operate Kubernetes and OpenShift clusters directly through the API server: generic resource CRUD, pod operations, Helm releases, and Tekton pipeline management.

• MCP servers
• Containers

An MCP server that gives Claude and other LLMs access to MySQL databases: inspecting schemas and running read-only queries by default, with per-flag opt-in write access, SSH tunneling, multi-database mode and automatic PII redaction.

• MCP servers
• Databases

An open-source platform that runs every MCP server in an isolated container, enforces identity and access policy per request, and gives platform teams a Kubernetes operator and audit logs for running MCP in production.

• MCP servers
• Containers

An open-source testing and evaluation platform for MCP server developers that emulates 16 client configurations and over 170 models, runs evals against test cases, and gates regressions in CI/CD.

• MCP servers
• Testing

A cross-platform AI chat client for macOS, Windows, Linux, iOS, Android and the web that connects to Model Context Protocol servers, with local-network data sync between devices.

• MCP servers
• Inference

An open-source Computer Use service, exposed as an MCP server, that lets any AI agent or MCP client run GUI automation on macOS, Linux and Windows through the accessibility API.

• MCP servers
• Agent skills

An MCP server that lets Claude and other AI assistants call out to Google's Gemini CLI, or its successor Antigravity CLI, to analyze large files and codebases with a bigger context window.

• MCP servers

A tool that turns any MCP server, OpenAPI specification, or GraphQL endpoint into a command-line interface at runtime, without generating any code.

• MCP servers
• CLI tools

An MCP server for the Lanhu (蓝湖) design and requirements platform letting AI coding assistants read design handoff files and requirement documents directly, extract UI assets, translate a design into HTML/CSS reference code, and share notes across a team's AI tools.

• MCP servers
• Design tools

An MCP server that lets AI assistants such as Claude control KiCAD for printed circuit board design: authoring and editing schematics, creating custom footprints and symbols, running an autorouter, and pulling in parts data from JLCPCB and LCSC.

• MCP servers

A self-hosted gateway and control plane for MCP servers that connects local and remote servers once, exposes their tools through stable routed endpoints, and adds authentication, per-user credentials, logging and health monitoring on top.

• MCP servers

A Python MCP server, CLI and Claude Code skill for searching and downloading academic papers from sources such as arXiv, PubMed and bioRxiv, favoring free and open sources and returning results standardized for downstream use by a language model.

• MCP servers
• Agent skills

A full-stack TypeScript framework for building, testing and deploying production MCP servers and AI-native apps, with decorator-based tool definitions, dependency injection, built-in authentication and interactive UI widgets attached to tool output.

• MCP servers
• Backend

An MCP server that lets Claude Desktop and other MCP clients control FreeCAD directly: creating and editing 3D models, running Python scripts inside FreeCAD, inspecting open documents, and running finite element analyses.

• MCP servers