Discover Awesome MCP Servers

operations-pulse

Enables AI assistants to run local-first operations checks, review evidence, and manage durable tickets in a SQLite-backed ledger through self-describing MCP tools.

AI HomeDesign MCP Server

Open-source MCP server for AI virtual staging and real-estate photography editing. It turns the AI HomeDesign photo API into natural-language tools for virtual staging, redesign, photo enhancement, and more.

Remote MCP Server for Cloudflare

Allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication requirements, enabling integration with Claude Desktop and AI Playground for tool augmentation.

radiomcp

Internet radio for Claude and your terminal with ~25,000 verified live stations from 197 countries. Control playback, search, and get recommendations through natural language.

bugsink-mcp

Full read/write MCP server for Bugsink, letting users view and manage teams, projects, issues, events, and releases, including resolving, muting, reopening, commenting on, and deleting issues.

dynadot-mcp

MCP server for Dynadot API to manage domains, DNS, contacts, nameservers, folders, and aftermarket.

keycloak-mcp

An MCP server that lets an AI assistant inspect and modify Keycloak realm, client, and protocol-mapper configuration across multiple Keycloak hosts.

Optimike Obsidian MCP

MCP server for Obsidian that exposes tools for reading/writing notes, managing frontmatter and tags, querying Tasks, semantic search, and interacting with Obsidian Bases, with shared local caching and support for various runtime modes.

pdfplumber MCP Server

Extract tables, text, and metadata from PDFs using pdfplumber, enabling structured data extraction from PDF documents.

USDCx Bridge

A conversational MCP server that enables bridging USDC between Ethereum and Stacks through natural language interactions with ChatGPT, handling deposits, withdrawals, and live status tracking via React widgets.

@8ux-co/eelzap-mcp-server

Connect your AI assistant to Eel Zap CMS to create collections, manage content, upload media, and publish through natural language.

Kachaka MCP Server

Enables AI models to monitor and control Kachaka robots via MCP, including navigation, shelf operations, and sensor data access.

search-context

Enables semantic search across documentation stored in Gemini FileSearchStores, returning AI-generated answers with source citations.

Shopify Agentic MCP Gateway

Enables AI agents to autonomously browse inventory, negotiate terms, manage carts, and execute secure payments on Shopify stores using standardized protocols. It provides a bridge for LLMs to handle the entire commerce lifecycle from discovery to order tracking through a verifiable mandate chain.

ZipKit MCP Server

Enables AI agents to access Thailand tax, visa, and expat-money tools, including tax calculation, remittance checks, residency counting, and premium rule-engine queries.

AgentStandard

Certified AI agent package marketplace. Browse and install verified packages for Claude, ChatGPT, Gemini, and OpenClaw — covering health, finance, productivity, career, and more. Stateful and with intent.

mcp-swarmia

Exposes the Swarmia Export API as tools for AI assistants to query engineering metrics through natural language. It enables retrieval of DORA metrics, pull request cycle times, investment balances, and FTE effort reports.

cogmem

Self-improving, verifiable memory for AI coding agents. Learns how you work, stops repeating mistakes, models each project, recalls the right lesson at the right moment. Every memory is signed and tamper-evident. Local-first.

Agent Harness Lab MCP Server

Provides a guarded semantic layer for text-to-SQL, offering tools for schema discovery, semantic profiling, and query verification to enable safe and reliable SQL generation on enterprise databases.

MCP Agent Trace

Enables recording and analyzing AI agent execution traces, including event logging, metric computation, loop detection, and JSON export for debugging agent behavior.

CloudStack MCP Server

Enables comprehensive management of CloudStack infrastructure through natural language, providing access to over 735 API methods for virtual machines, networking, and storage. It features enterprise-grade security with a safety confirmation system for destructive operations and extensive API coverage.

Safety Replay Gate MCP

Replay safety evals before agent releases move forward. A paid remote MCP for AI agent safety replay checks, policy gates, eval receipts, control-fix suggestions, and release evidence exports.

gitea-mcp

An MCP server providing comprehensive Gitea API coverage with 186 tools for managing repositories, issues, pull requests, and CI/CD workflows. It enables autonomous AI agents to perform complex development and administrative tasks directly through a Gitea instance.

frankfurter-mcp

MCP server for the Frankfurter exchange-rate API, enabling currency conversion and rate queries.

Cadastre

Cadastre is an address book and rulebook for infrastructure, giving people and AI agents a single place to query facts about servers, services, networks, domains, repositories, and deployment policies, with provenance and trust signals.

twitter-automation

A Model Context Protocol (MCP) server that enables Claude to automate Twitter posting with AI-generated images and thread support.

Scenic MCP

A Model Context Protocol server that enables AI-driven automation and testing of Scenic Elixir applications through a TCP connection.

opendock-mcp

An MCP server that connects AI assistants to the Opendock Neutron API for managing dock scheduling, appointments, warehouses, and related operations.

ACP to MCP Adapter

Bridges Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) applications, allowing MCP clients such as Claude Desktop to discover and invoke ACP agents as tools and resources.