MCP Apps & Servers

Roam Code

Cranot

Architectural intelligence layer for AI coding agents featuring semantic graphs and architecture governance.

RobotArm MCP P340

AI-FanGe

Natural language control for ElephantRobotics MyCobot series robotic arms, optimized for ultraArmP340.

SlipCore

anthony-maio

Semantic quantization for multi-agent coordination, compressing complex JSON messages into compact wire tokens.

MCP Local Router

kaichen

Aggregation proxy that combines multiple upstream MCP servers into a single interface.

dbecho

foliagerosebush512

Natural language interface for PostgreSQL databases. Query and analyze your data with secure, read-only access.

MCP Apps Demo

donghaozhang

A demonstration of MCP Apps featuring an interactive UI for time retrieval via MCP protocol.

Singleshot

vincentzhangz

CLI tool for testing AI models with single prompts across multiple providers, featuring built-in MCP server support.

ir

vlwkaos

Fast local semantic search engine for markdown knowledge bases with hybrid BM25 and vector search.

Doc Scraper

Sriram-PR

Convert technical documentation sites into clean Markdown for LLM ingestion and RAG pipelines.

AgentSkills MCP

drhir2460

Discover, read, and download curated agent skills from GitHub for fast integration into your AI workflows.

Dev MCPs

vamuscari

Rust-based MCP servers bridging Language Server Protocol, Debug Adapter Protocol, and LSIF for AI agents.

Documentation Search MCP

gemini2026

Advanced documentation search server with semantic vector search and project vulnerability scanning.

MCP OAuth Demo

DTeam-Top

Next.js based MCP server with OAuth 2.1 authentication support for secure AI tool access.

SuiMCP

jordan-mysten

Directly interface with the Sui blockchain, manage wallets, and build/test Move packages from your AI client.

GStreamer MCP

destenson

Control GStreamer multimedia pipelines and discover elements directly via AI.

Gitee Enterprise MCP

oschina

Manage Gitee Enterprise repositories, issues, and pull requests via AI.

Kubernetes MCP Server

kkb0318

Connect AI to Kubernetes with filtered responses, fine-grained RBAC, and multi-cluster support.

Quick MCP Example

ALucek

A comprehensive example implementation of an MCP server and client featuring tools, resources, and prompts.

Agent CLI

belowthetree

High-performance Rust-based MCP client providing streaming chat and tool execution via command line.

Scrapling

d4vinci

Adaptive web scraping framework with built-in MCP server for AI-assisted data extraction and anti-bot bypass.

Clerk MCP Tools

clerk

Developer library for building secure MCP integrations with built-in authentication and store adapters.

Dedalus MCP

dedalus-labs

Spec-faithful, high-performance Python framework for building production-grade MCP clients and servers.

Groq Compound MCP Server

groq

High-performance MCP server for interacting with Groq's compound and meta models with real-time info and code execution.

MCP App Shim

ncosentino

Bridges CLI-based MCP clients to MCP App servers by rendering interactive browser-based UIs.

Matryoshka

yogthos

Analyze documents 100x larger than LLM context windows using recursive symbolic reasoning and handle-based state.

X MCP Server

samclastine

Production-ready MCP server for interacting with X (Twitter), enabling posting, profile management, and timeline retrieval.

ArchLang

mcabezas

Declarative language for defining solution architectures as facts, compiled into queryable knowledge graphs for AI agents.