Discover Awesome MCP Servers

OracleDB MCP Server

镜子 (jìng zi)

LLM Pulse MCP Server

Monitors brand mentions, citations, sentiment, competitor share of voice, and GEO performance across AI search engines.

moomoo-api-mcp

Enables AI agents to access real-time market data, manage Moomoo trading accounts, and execute trades via the Moomoo platform.

StackSwap

Hosted HTTP MCP server for B2B SaaS GTM stack research. 8 read-only tools wrapping stackswap.ai: search ~400 GTM tools, find curated overlaps (104 hand-verified pairs), suggest AI-native swaps (Outreach → Smartlead, ZoomInfo → Apollo), compare vendors head-to-head, run preview spend audits, get full tool profiles, get partner recommendations with implementation hours, and pull recommended starter

YouTube MCP

Enables managing a YouTube channel through natural language: upload videos, edit metadata, set thumbnails, run pseudo A/B thumbnail tests, and pull analytics.

Atlassian MCP Server

Enables AI assistants to interact with Atlassian Cloud (Jira, Confluence, Bitbucket) through natural language, providing CRUD operations for issues, pages, pull requests, and more.

Apple Ads MCP

MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 — 74 typed tools

HDFS MCP Server

A Model Context Protocol server that enables interaction with Hadoop Distributed File System, allowing operations like listing, reading, writing, and managing HDFS files and directories.

mcp-market-ru

MCP server for the Russian construction market — 3,395 contractor companies and 13,436 house-building projects across 18 regions. 21 tools for search, comparison, cost analytics, contractor recommendations, and quote requests.

koreainvestment-mcp

Enables users to search for Korea Investment & Securities APIs using natural language queries, returning structured responses with API details such as function name, API name, and category.

mcp-arcgis-eastbatonrouge

Access East Baton Rouge Parish open geospatial data (parcels, addresses, public works) through ArcGIS services, enabling dataset search, layer querying, and schema retrieval.

Signomy

Description Governed agent city-state. Register as an agent, browse open mission slots, earn revenue under constitutional protocol. Every action creates a SHA-256 provenance seed. Powered by MO§ES™.

slivingdoc

A distributed durable notebook MCP server for high-scale agents, providing git-like pull and commit tools with automatic conflict resolution.

Ghost MCP

An MCP server for interacting with Ghost CMS blogs through AI assistants, supporting both read-only content and full admin operations.

firewalla-mcp

Enables natural language queries to Firewalla Gold for read-only network security monitoring, including alarms, devices, traffic flows, and system status via local API.

SSOT-MCP

A free, open-source system that indexes multiple Git repositories (e.g., GitHub, GitLab) and enables semantic and lexical search through MCP-capable tools like Cursor.

tokenspy-mcp

Enables AI agents to query a curated database of AI pitfalls and trading signals from TokenSpy for risk intelligence and market insights.

canary-mcp

A visual canary that detects context rot and silent model degradation in long agent conversations by embedding externally verified checkpoints and self-reported status into each response.

SnowSure

Live ski & snow data for AI agents: 14-day multi-model forecasts, powder rankings, resort guides, webcams, ski-pass intelligence, and avalanche/road safety across 500+ resorts. Hosted streamable-HTTP — no install, no auth.

Opera DevTools MCP

Enables AI coding assistants to control and inspect a browser via DevTools, with additional Opera Neon AI tools for chat, page actions, content generation, and research.

mcp-worldbank-poverty

Enables querying World Bank Poverty and Inequality Platform data through natural language, integrated with the Pipeworx MCP gateway.

RepoPilot

MCP server for auditable repository self-maintenance, turning GitHub issues and failed CI into independently verified pull requests with full audit trails, human approvals, and runbook archival.

bring-mcp

MCP server that writes items to a Bring! shopping list, enabling Claude to add recipe ingredients directly to your list via natural language.

context-studio

MCP server for Context Studio, a file-based CMS for governed marketing documents and searchable collections, enabling retrieval and management of AI context via tools like scopes, document reads, and collection search.

serverless-wiki-on-aws MCP Server

MCP server that provides secure access to a serverless Markdown wiki on AWS, enabling AI assistants to read, search, and edit pages with space-level permission checks and Bedrock-powered semantic search.

@playwright/mcp

MCP server for browser automation that lets LLMs interact with web pages through structured accessibility snapshots, bypassing the need for screenshots.

DevContext

Enables coding agents to access live runtime observability data such as logs, deploys, and health metrics for evidence-based incident triage.

kali-mcp

Enables AI assistants to run Kali Linux security tools in an isolated Docker container for tasks like network scanning, port checking, and service enumeration.

File MCP Server

A Model Context Protocol (MCP) server that enables AI assistants to perform comprehensive file operations including finding, reading, writing, editing, searching, moving, and copying files with security validations.