Discover Awesome MCP Servers

Gangtise Ultra MCP Server

Provides standardized access to Hong Kong stock market data and professional research reports, including broker insights and company notices. It enables intelligent searching, batch queries, and preset analysis templates for market sentiment and investment logic.

aai-gateway

Unified MCP and skill management gateway for AI agents, enabling tool discovery, installation, and sharing with 99% context token savings.

zk-mcp

Máy chủ MCP cho zk

Bazos-MCP

MCP server for interacting with Bazos.cz, Bazos.sk, Bazos.at, and Bazos.pl. Supports searching ads, retrieving ad details, and fetching user ratings.

max-docs

Provides comprehensive documentation for MAX Platform, including Bot API endpoints, guides, Bridge API, and UI components, via MCP tools and resources for AI coding agents.

HK Climate and Weather MCP Server

Provides access to Hong Kong climate and weather data from the Hong Kong Observatory, including current conditions, forecasts, warnings, tides, and more.

Privateness MCP Server

Provides HTTP/JSON access to all Privateness CLI functionality for cryptocurrency wallet management, transactions, and blockchain operations. Enables team development workflows by exposing 40+ privateness-cli commands through REST API endpoints.

Atlassian MCP Server

Enterprise-grade MCP server providing 102 production-ready tools for Jira, Confluence, and Bitbucket, enabling AI agents to manage issues, pages, repositories, and more via natural language.

MCP Ashby Connector

An MCP server that enables LLMs to interact with Ashby's Applicant Tracking System for managing candidates, jobs, applications, and interviews. It supports data operations, batch processing, and access to pipeline analytics and reporting.

mcp4gql

GraphQL MCP Server that acts as a bridge allowing MCP clients (like Cursor or Claude Desktop) to interact with target GraphQL APIs through standard tools for schema introspection and operation execution.

mcp-ens

Enables resolving ENS names to Ethereum addresses and profile records, and reverse-resolving addresses to ENS names, all without requiring an API key.

gemini-grounding

An MCP server that provides real-time information access using Google Gemini's grounding capabilities, enabling search for current information, developer resources, documentation, and Reddit discussions.

Antigravity MCP Server

Enables external agents like Gemini Spark to control Google Antigravity CLI (agy) via Model Context Protocol, supporting multimodal inputs and automatic session management.

SurveyHub-MCP

Aggregates multiple cyberspace search engines (FOFA, Quake, Hunter, ZoomEye) into a unified MCP server, enabling asset search, pagination, statistics, and account info retrieval.

Example Next.js MCP Server

A sample implementation of a Model Context Protocol server using Next.js and the Vercel MCP Adapter, allowing developers to create AI assistants with custom tools and resources.

py-spy MCP Server

MCP server for profiling Python processes using py-spy, supporting flamegraphs, stack dumps, and performance comparisons.

Serverless MCP Framework

A framework to deploy MCP servers on AWS using serverless services like Lambda, API Gateway, and EventBridge, with dynamic tools, prompts, and resources managed via SSM parameters and Lambda functions.

Git PR MCP Server

An MCP server that enables Git repository operations and GitHub PR workflows, allowing users to manage repositories, create branches, commit changes, and create pull requests through natural language.

jarvis-orb

Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking, and real-time desktop visualization orb.

parsimony-mcp

An MCP server for parsimony connectors that provides cheap discovery tools through MCP and allows bulk data retrieval via a code interpreter, keeping the agent's context small even with large datasets.

Database MCP Server

Enables AI assistants to interact with MySQL databases through natural language for schema introspection, safe SQL execution, and full CRUD operations. It provides built-in tools for managing users, products, and orders while ensuring security through parameterized queries and read-only SQL checks.

PQC-Khepra-MCP

A sovereign compliance engine with 36,195 STIG/CCI/NIST/CMMC mappings and 76 tools, enabling AI assistants to scan systems, generate risk reports, and ensure post-quantum cryptographic attestation—all air-gappable with zero token costs.

ChatGPT Local Agent MCP

This MCP server gives ChatGPT controlled access to your Windows PC, enabling it to inspect files, run commands, apply patches, and interact with the desktop under your supervision.

SeeDream Image MCP

Enables AI-powered image generation using Volcano Engine's SeeDream 4.0 model. Supports custom sizes, reference images, and automatic prompt generation without complex prompting.

Catalunya 2022 MCP Server

Enables to explore and analyze the Catalunya 2022 strategic plan document, including full-text search, section retrieval, and structured access to goals, actions, and contributor profiles in Catalan, English, and Spanish.

MCP + openGauss

Máy chủ MCP cho cơ sở dữ liệu openGauss và các công cụ của nó

jdwp-mcp

Сonnects to live JVMs via JDWP protocol, enabling LLM agents to autonomously debug Java applications — attach to a running process, pause threads, set breakpoints (including conditional), inspect stacks with auto-resolved object fields, evaluate methods, set variable values, and diagnose issues like deadlocks and hung queries.

ny-dmv

Enables querying New York State DMV data including vehicle registrations, EV adoption, offices, road test sites, driving schools, and licensed facilities, with keyless access to public datasets.