MCP Servers

A Ruby gem providing secure Rails console access through MCP for AI agents and development tools.

ADB MCP Server

Interact with Android devices using the Android Debug Bridge (ADB).

context-mem

Context optimization for AI coding assistants — 99% token savings via 14 content-aware summarizers, 3-layer search, and progressive disclosure. No LLM dependency.

Seiro MCP

Seiro MCP is an MCP server and Skills that enables autonomous build workflows for visionOS (Swift) apps using Codex CLI / App.

MCP LaTeX Server

Create, edit, and manage LaTeX files. Requires an external LaTeX distribution like MiKTeX, TeX Live, or MacTeX.

RTFM

Open-source multi-domain retrieval layer for AI agents — FTS5 + semantic search, 10 parsers, knowledge graph, Obsidian integration, MCP native.

Unity Code MCP Server

Powerful tool for the Unity Editor that gives AI Agents ability to perform any action using Unity Editor API, like modification of scripts, scenes, prefabs, assets, configuration and more.

ts-morph Refactoring Tools

Refactor TypeScript and JavaScript codebases using ts-morph. Supports renaming symbols and files, moving symbols, and searching for references.

Nexus Agents Control Plane

Intelligent orchestration platform that routes tasks to the best AI model (Claude, Codex, Gemini, OpenCode) using LinUCB bandits, validates through consensus voting, and learns from outcomes. 29 MCP tools, dev pipeline, 8 memory backends.

HiGHS MCP Server

Provides linear programming (LP) and mixed-integer programming (MIP) optimization capabilities using the HiGHS solver.

AI Intervention Agent

An MCP server for real-time user intervention in AI-assisted development workflows.

VibeCoding System

A conversation-driven development framework for rapid MVP and POC creation.

Code Scalpel Graph Analysis

Code Scalpel is an MCP server that upgrades your AI coding agent with surgical, graph-based tools for precise analysis, atomic refactoring, and 99% lower token costs.

DOS Kernel

DOS is a small open-source kernel that doesn't believe your AI agents: it verifies what actually shipped from git evidence, arbitrates file collisions between parallel agents, and refuses with structured reasons.

Claude KVM

🤖 ⚡️ MCP server ( MacOS) — control remote desktops via VNC

Coding Assistant Server

A coding assistant server that provides context-aware code suggestions, documentation integration, and technology detection.

TachiBot Multi-Model Orchestration

Stop AI Hallucinations Before They Start Run models from OpenAI, Google, Anthropic, xAI, Perplexity, and OpenRouter in parallel. They check each other's work, debate solutions, and catch errors before you see them.

DocsFetcher

Fetches package documentation from various language ecosystems without requiring API keys.

Nessus MCP Server

An MCP server for interacting with the Tenable Nessus vulnerability scanner.

Freento MCP Server

Freento MCP Server connects AI assistants to a Magento 2 store via the Model Context Protocol, enabling secure access to products, customers, and order data through a standardized API.

Hoofy

Your AI development companion. An MCP server that gives your AI persistent memory, structured specifications, and adaptive change management — so it builds what you actually want.

AIP Identity

Cryptographic identity for MCP clients — Ed25519 keypairs, DID-based verification, trust scoring, encrypted messaging, and artifact signing.

Jenkins Server MCP

A tool for interacting with Jenkins CI/CD servers, requiring environment variables for configuration.

Second Opinion MCP Server

An AI-powered coding assistant that combines insights from Gemini, Stack Overflow, and Perplexity AI to help solve programming problems.

SCMCP

A natural language interface for single-cell RNA sequencing (scRNA-Seq) analysis, supporting various modules from IO to enrichment.

Prompts MCP Server

An MCP server for managing and serving prompts from markdown files with YAML frontmatter support.

Hound MCP

Hound is a free, open-source MCP server that gives AI coding agents a nose for supply chain security. It scans packages for vulnerabilities, checks licenses, inspects dependency trees, and detects typosquatting — with zero API keys, zero config, and zero cost.

SwissArmyHammer

Manage AI prompts as local markdown files.

Interactive Feedback MCP

An MCP server for AI-assisted development tools like Cursor and Claude, supporting interactive feedback workflows with AI.

Sonic Pi MCP

★ 14

Interact with Sonic Pi, the live coding music synth, using OSC messages.