Discover Awesome MCP Servers

SageMaker AI MCP Server

Enables AI assistants to manage Amazon SageMaker AI resources including endpoints, jobs, pipelines, MLflow tracking servers, domains, models, model cards, and apps.

mcp-remote-macos-use

The first open-source MCP server that enables AI to fully control remote macOS systems.

AI Router MCP Server

Enables Claude Code to analyze images using multiple visual models (Kimi, OpenAI, etc.) and summarize results with DeepSeek. Supports dynamic switching of visual providers and handles both text and image inputs.

garmin-mcp

Exposes your Garmin Connect data (activities, sleep, recovery, training status) to Claude in read-only mode.

Buffer MCP Server

MCP server for Buffer social media API, allowing management of posts, channels, organizations, and ideas through natural language.

mcp-codex-dev

An MCP server that integrates Codex CLI into Claude Code workflows for code writing, execution, and review with session management. It features real-time progress monitoring via a local HTTP dashboard and supports detailed configuration for various coding tools.

kg-memory-mcp

An in-memory knowledge graph MCP server that gives coding agents structural and semantic recall over codebases by indexing Python source, ADR documents, and project configuration, exposing 7 tools for search, traversal, context retrieval, and natural-language Q&A.

Excel MCP Server

An MCP server that provides comprehensive Excel file operations, data analysis, and visualization capabilities for working with various spreadsheet formats like XLSX, CSV, and JSON.

mdlog-mcp

An MCP server that provides read-only tools to search, list, and read date-organized markdown logs, enabling natural-language queries over past notes and digests.

Frase MCP Server

Enables AI agents to research, create, optimize, publish, and track content using the Frase content operating system, integrating directly with WordPress, Sanity, Webflow, Wix, and FraseCMS.

raydium-launchlab-mcp

raydium-launchlab-mcp

zarq-risk-intelligence

Real-time crypto risk scoring for AI agents. Trust Score, crash probability, and distance-to-default for 205 tokens. Free, no API key needed.

textbee-mcp

Send and read SMS through your own Android phone via textbee.dev, the open-source SMS gateway. Three tools for Claude, Cursor, and any MCP client: send_sms, get_messages (replies, verification codes, delivery status), list_devices. Self-hosted friendly.

maximo-jobplan

Enables natural language interactions for creating, querying, updating, and deleting job plans in IBM Maximo.

CharmHealth MCP Server

An MCP server for CharmHealth EHR that allows LLMs and MCP clients to interact with patient records, encounters, and practice information.

NHL MCP Server

Provides structured access to NHL data including teams, players, standings, schedules, and statistics through the Model-Context Protocol pattern.

Python REPL MCP Server

Provides a persistent Python REPL session as a tool for executing code, managing files, installing packages, and initializing projects via the MCP protocol.

ArchiMate MCP Server

Enables generation of PlantUML ArchiMate enterprise architecture diagrams with full ArchiMate 3.2 specification support across all 7 layers, including automatic validation, multi-format export (PNG/SVG/XML), and instant diagram viewing through a built-in HTTP server.

twitterapi.mcp

MCP server that exposes twitterapi.io endpoints as tools for AI agents, enabling reading tweets, mentions, thread context, and writing tweets with cookie-based authentication.

marketplace-mcp

Enables product search and price comparison across Ozon and Yandex Market via a read-only MCP server, returning normalized data with source URLs.

ERPNext MCP Server

This MCP server connects ChatGPT to ERPNext, enabling AI-powered business analytics, report generation, and document management.

bitwarden-agent-vault-mcp

An MCP server for using Bitwarden Secrets Manager as durable credential storage for agent workflows, enabling secure secret storage, retrieval, and injection into trusted executables.

Quasar Store Docs MCP

An MCP server that lets AI coding assistants list, search, and read the public Quasar Store documentation in real time.

kazi-mcp

MCP server for Kenya labor market coordination, providing tools for job matching, wage benchmarks, skills gap analysis, informal sector registration, contract templates, and labor rights queries based on the Kenya Employment Act.

mcp-opendata-canada

Enables querying Canadian open data from the Canada CKAN catalogue (open.canada.ca) through a Pipeworx gateway.

AppMCP

AppMCP enables AI agents to build and publish self-contained HTML apps that query live data via a secure, read-only SQL proxy, with Azure AD authentication and role-based access.

Deep Research MCP

Enables AI assistants to perform deep web research and generate comprehensive reports using a multi-agent divide and conquer approach.

PowerPoint MCP Server

Enables AI agents to interact with PowerPoint presentations through natural language commands, supporting reading, editing, slide management, and automated speaker notes processing.

Nicotine+ Soulseek MCP Server

Enables AI assistants to search and download music from the Soulseek peer-to-peer network via Nicotine+, with smart ranking of results by audio quality and peer speed, bulk automation, and real-time transfer monitoring.