"Kia" matching MCP servers:

Transforms Claude into a production-grade pair programmer by orchestrating best-in-class APIs (Morph, Chroma, DSPy) for iterative code evolution to 95%+ quality, semantic codebase search, package discovery across 3,000+ libraries, and pattern learning.

MCP server for LobsterVault, enabling AI agents to securely store, retrieve, manage, and share encrypted secrets with KMS envelope encryption, including environment variable injection.

MCP server for managing i18n translation files — gives your AI agent full control over your app's translations without dumping entire locale files into context.

Provides AI coding assistants with a persistent Macaulay2 1.26 session, letting them run computations such as Groebner bases, free resolutions, Betti tables, primary decompositions, and Hilbert polynomials while preserving state across calls.

Provides project-specific guides and instructions by selecting modules based on a project profile, enabling developers to get contextual instructions for their tech stack and architecture.

Enables Codex to scaffold small framework-free websites and critique them with sourced, severity-annotated findings that teach better design and development choices.

Enables local creation, inspection, revision, and rendering of editable Apple Icon Composer .icon documents from static SVG or PNG artwork, with native appearance previews on macOS.

Enables AI agents to design hardware by writing C-like HDL and compiling it to Verilog, with real toolchain verification including synthesis checks.

交互式MCP服务器，通过可视化界面收集项目需求，自动生成Spec Kit 7条命令，专为Cursor编辑器优化。

Enables LLMs to interact with embedded devices by reading and writing Segger RTT data through a J-Link debugger.

Enables driving Omniverse Kit apps (Isaac Sim, Isaac Lab) over MCP, allowing agents to control simulations, run Python, and call namespace-scoped tools via a single bridge.

A production-shaped starter for building MCP servers in TypeScript, featuring stdio and streamable HTTP transport, bearer auth, and example tools including ping and http_get_json with SSRF guards.

Exposes Levit design system (GDS) metadata to AI coding tools, enabling queries about color tokens and component usage via natural language.

Agent development tool-kit

A graph-native code repository for people and AI agents. Kin helps you and your AI agents understand what a code change might affect before you make it.

Enables Claude to search a THING API for matching items and return top results with names and ids, handling empty results and API errors cleanly.

A production-ready boilerplate for building MCP servers, featuring TypeScript, Zod validation, rate limiting, and example tools like echo and fetch_url, enabling quick setup of custom MCP servers.

Enables building and running zero-dependency MCP servers with automatic JSON Schema generation, exposing Python tools to Claude Desktop, Cursor, and autonomous agent fleets.

A comprehensive development toolkit with 23 tools covering code quality analysis, development efficiency, and project management. Enables AI-assisted code review, test generation, performance analysis, SQL generation, UI component creation, and automated project documentation.

AI-powered dependency vulnerability and breaking change analyzer that scans dependencies, identifies vulnerabilities via OSV.dev, and uses AI to assess real impact and suggest fixes.