Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.

Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more

MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable into any model.

Research that compiles.

🚇 A plugin-based MCP server for React Native runtime debugging, inspection, and automation. Connects to Metro bundler via Chrome DevTools Protocol — no app code changes needed for most features.

Vibetest MCP - automated QA testing using Browser-Use agents

Published in CNCF Landscape: A MCP server for Kubernetes.

💻 Give AI models complete control of your computer (probably a bad idea)

MCP server for Android device control via ADB and scrcpy — gives AI agents vision and control over Android devices

Domscribe is a pixel-to-code development tool that bridges the gap between running web applications and their source code.

MCP configuration to connect AI agent to a Linux machine.

MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis

The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

MCP server for persistent Julia sessions — fast iteration without startup/compilation overhead

MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.

🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions required. PG 12-18.

Put Claude Code, Cursor, Codex, Gemini & Antigravity in one room — real-time multi-agent AI collaboration over MCP for distributed dev, code review, PR handoff & frontend↔backend integration. Free, self-hostable, MCP-native.

Let any AI coding tool — Claude Code, Cursor, Codex — drive your real Chrome. One-prompt setup, muscle memory, local-first.

Production-grade MCP server for Wazuh SIEM — 55 security tools for alert triage, threat hunting, vulnerability management, compliance (PCI DSS, GDPR, HIPAA, NIST CSF, ISO 27001) and active response. Connect Claude or any LLM to your SOC. OAuth 2.1, RBAC, multi-cluster, air-gap ready.

Give your AI Agent a whole IDE, not just the files

AI-powered browser automation MCP server for Claude Code. Navigate, click, screenshot, test — all from your terminal.

An MCP server for parallel browser automation by AI agents with multiple cloud providers

Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic

Manage Your Kubernetes Cluster with k8s mcp-server