Discover Awesome MCP Servers

g-gremlin-dynamics-mcp

A dedicated MCP server for interacting with Microsoft Dynamics 365 and Dataverse tools via the g-gremlin CLI. It enables users to read, analyze, and perform write operations on Dataverse environments through supported MCP clients.

mcp-shopify-admin

Enables AI agents to manage Shopify store operations through the Admin GraphQL API, including products, orders, customers, inventory, and discounts via natural language, with safeguards for destructive actions and cost tracking.

gnucash-mcp

Full double-entry accounting on local GnuCash books: transactions (single and batch), invoices and bills, budgets, investment lots, scheduled transactions, reconciliation, and reports. Multi-currency and multi-book aware, with a plain-text audit trail of every write. Your data never leaves your machine.

Notes RAG MCP Server

Enables semantic search over personal markdown notes by indexing them into a vector database and exposing search, reindex, and status tools via MCP.

google-calendar-mcp

A production-ready MCP server that lets AI assistants interact with your personal Google Calendar using the Google Calendar API and OAuth 2.0.

Tree of Thoughts MCP Server

Implements the Tree of Thoughts framework for structured reasoning and decision tree exploration, enabling LLMs to explore multiple reasoning paths, evaluate them, and backtrack.

arxiv-latex MCP Server

Claude 데스크톱용 MCP 서버로, arxiv-to-prompt를 사용하여 과학 논문의 수학적 표현을 정확하게 해석하기 위해 arXiv LaTeX 소스를 가져오고 처리합니다.

OpenFIGI API MCP Server

An MCP server that enables interaction with the OpenFIGI API, allowing users to map securities to financial instrument identifiers through natural language.

prospector-mcp

Enables running Prospector static analysis on Python files or directories via MCP, returning structured results with severity, location, and rule codes.

Txa_MCP

Professional local context management and system diagnostic tools for AI IDEs (Cursor, Trae, Antigravity, Windsurf).

ledgy-mcp

Official MCP server for the Ledgy expense tracker. Log, query, and edit expenses, budgets, and accounts in plain English from Claude, ChatGPT, Cursor, or any MCP-compatible client, with OAuth 2.1 sign-in.

Youth Activity Information MCP Server

Enables access to South Korea's Ministry of Gender Equality and Family youth activity information through public data API, supporting regional searches, keyword filtering, and activity discovery for youth programs.

GroundAPI

Real-time data API for AI Agents. 10 MCP tools covering A-share stock quotes, market overview, fund data, web search, news, weather, logistics tracking, and IP geolocation.

ftb-mcp

Read-only MCP server for genealogy data from Family Tree Builder (.ftb) or GEDCOM files, exposing tools for person search, family relationships, and statistical analysis via HTTP or stdio.

Modellix Agent Canvas

A local stdio MCP server for visual AI work, offering an Excalidraw infinite canvas, image generation and editing, HTML drafts, presentations, and durable task recovery within a project workspace.

Flip Database MCP

A standalone MCP server for querying a PropertyRadar flip-tracking Supabase database. It offers read-only tools for searching properties, retrieving flip history, summarizing metrics, and running SQL queries.

FHIR MCP Server

Provides safe read-only access to synthetic healthcare data via FHIR R4, enabling AI assistants to search patients, retrieve vitals, and summarize conditions using a public sandbox.

after-effects-mcp

MCP server that lets AI assistants control Adobe After Effects - ExtendScript execution, background rendering, and deep project/layer inspection - with first-class Arabic/RTL and multilingual support. 44 tools.

MCP Memory Service

Provides intelligent, persistent memory for AI assistants with semantic search, natural language queries, and OAuth-based team collaboration, enabling context-aware conversations across multiple clients.

openrpc-mpc-server

A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC.

Sahmk MCP

Enables AI agents to access Saudi market data, including company profiles, market details, and historical data from Tadawul, through the MCP protocol.

shopify-mcp

MCP server for Shopify Admin API with a ComfyUI bridge for AI product image generation. Covers products, orders, inventory, and customers.

Repo Explorer

고급 캐싱을 통해 효율적인 Git 저장소 탐색을 지원하는 MCP 서버입니다. 여러 저장소에서 코드 패턴을 검색하고, 참조 코드베이스를 관리하며, 95% 이상의 성능 향상으로 패턴을 분석합니다. 데스크톱 앱 또는 VSCode 확장 프로그램을 통해 Claude AI와 통합됩니다. 구성 가능하며 플랫폼에 독립적입니다.

procmon-mcp

An MCP server that provides AI assistants with real-time access to Windows internals including processes, kernel traces, event logs, services, drivers, and PE analysis.

Test MCP Server

A simple learning-focused MCP server that demonstrates basic functionality with tools for mathematical operations, system information, and email validation, plus sample file resources. Perfect for understanding MCP protocol basics and testing integrations.

Omise MCP Server

Enables comprehensive payment processing through Omise APIs including charges, customers, transfers, refunds, disputes, recurring payments, and webhooks. Provides 51 tools covering all Omise API functionality for secure payment integration.

io.github.thehesiod/psquare

Enables Claude to access ParentSquare school-parent communication platform, including feeds, calendar, conversations, and media files.

qwen-vision-mcp

Adds vision capabilities to Claude Code by leveraging Aliyun DashScope's Qwen3.7-Flash model to analyze local images or image URLs and return textual insights.

pronote-mcp

A local MCP server that exposes Pronote (French school management system) data via MCP, enabling AI assistants to retrieve schedules, homework, grades, absences, and more. Supports token-based authentication with QR code setup.

OpenStreetMap MCP Server

LLM의 기능을 위치 기반 서비스 및 지리 공간 데이터와 결합하여 사용자가 주소를 지오코딩하고, 주변 관심 지점을 찾고, 길찾기를 하고, 회의 지점을 최적화하고, 동네를 분석할 수 있도록 합니다.