MCP Servers

A composable middleware framework for building sophisticated MCP server chains, inspired by Ruby Rack.

Hashnode MCP Server

An MCP server for interacting with the Hashnode API.

MindSwap AI

Your AI's black box recorder. CLI + MCP server for AI handoffs across Claude Code, Cursor, Codex, Copilot, and more.

Engram

Prevents regression by providing Blast Radius data to AI based on your git history

Prompt Registry

A lightweight, file-based server for managing and serving prompts via stdio.

SpecBridge

Automatically generates MCP tools from OpenAPI specifications by scanning a folder for spec files. No configuration is needed and it supports authentication via environment variables.

Smriti MCP

Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph database), it uses EcphoryRAG-inspired multi-stage retrieval - combining cue extraction, graph traversal, vector similarity, and multi-hop association - to deliver human-like memory recall.

document-generator-mcp

generate pdf and word

fw-context-mcp

MCP server for embedded C/C++ firmware — gives AI assistants (Claude Code, Cursor, OpenCode, etc.) real understanding of your codebase. Parses your actual build with libclang, extracts every symbol, and builds a persistent index with full-text search, call graph, and vector embeddings.

AST2LLM for Go

A local AST-powered context enhancement tool for LLMs that analyzes Go project structure for faster context resolution.

VULK MCP Server

Build, edit, and deploy full-stack web applications from any AI assistant. 9 MCP tools with real AI generation via SSE streaming.

Opentrons

Control Opentrons robots, manage protocols, and search API documentation.

S3 Documentation MCP Server

A lightweight Model Context Protocol (MCP) server that brings RAG (Retrieval-Augmented Generation) capabilities to your LLM over Markdown documentation stored on S3.

Read Docs MCP

Enables AI agents to access and understand package documentation from local or remote repositories.

Sailor

Generate and render Mermaid diagrams as images using LLMs.

Clojars

Obtains latest dependency details for Clojure libraries.

TokenTool MCP

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Deploy and manage compliant tokens from Claude, Cursor, or any AI agent — by typing a sentence.

Luma AI MCP Server

Generate and manipulate AI videos and images using Luma AI's Dream Machine API.

Contorium Runtime MCP

Runtime continuity layer MCP for AI coding agents, providing persistent workspace state and session context across tools and runs.

Devcontainers

Integrates with the devcontainers CLI to manage development containers. Requires Docker.

MCP For Azure DevOps Boards

An MCP server that focuses on providing useful tools for Azure DevOps Boards

Ethora MCP CLI

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Chat & messaging SDK and cloud platform for your apps. Supports AI agents and RAG bots.

Jupyter Earth MCP Server

Provides tools for geospatial analysis within Jupyter notebooks.

Translator AI

Translate JSON i18n files using Google Gemini or local Ollama models, with incremental caching support.

Gamedev All-in-One MCP

an open-source MCP server that unifies Roblox Studio, Unity, Unreal Engine, and Blender into a single AI control plane for game development workflows.

OAuth 2.1 MCP Server

A Next.js template for building MCP servers with OAuth 2.1 authentication, supporting PostgreSQL and Redis.

Dart MCP Server

An MCP server that exposes Dart SDK commands for AI-powered development.

Storybook Image Generator MCP

Generate storybook images for children's stories using Google's Gemini AI.

scan-mcp

Minimal MCP server for scanner capture (ADF/duplex/page-size), batching, and multipage assembly

API Tester

This MCP Server accepts swagger/postman documents as input. It then generates API & Load test scenarios, executes the tests and generates the execution report.