Discover Awesome MCP Servers

Context Sync

An open-source memory layer that provides persistent project context and architectural history for AI development tools across multiple platforms and sessions. It enables AI assistants to maintain a shared understanding of codebases while integrating directly with services like Notion for documentation management.

Agent Context Optimizer MCP

Analyzes tasks to recommend the minimal set of MCP servers needed, reducing context window waste by up to 85%.

Synthetics MCP Server

A specialized monitoring solution that enables users to create and manage synthetic tests through natural language prompts, providing seamless integration with APIs like Splunk Synthetics.

Instacart MCP Server

Enables AI agents to search for products, manage shopping carts, and place grocery orders on Instacart using browser automation. It includes comprehensive tools for store discovery, product searching, and secure checkout with explicit user confirmation.

TaobaoScraper MCP Server

An MCP server for scraping product data from Taobao/Tmall and JD.com, providing 8 tools for scraping, task management, notifications, and system control.

SimDoc MCP Server

Enables access to scientific simulation documentation and code snippets for simulators like PyBaMM and Cantera. Provides AI-powered search and retrieval of simulation examples and documentation through natural language queries.

jira-full-mcp

A local MCP server for administering Atlassian Cloud Assets and Jira, providing hundreds of tools for schemas, projects, workflows, and more.

MCP Server Knowledge Engine

Transforms PDF collections into a searchable knowledge base using TF-IDF indexing and proximity matching. It enables users to search documents, retrieve specific page content, and manage document libraries through natural language via MCP clients.

MCP Logging Assistant

Provides comprehensive logging and monitoring capabilities for MCP services with real-time log tailing, advanced search, error analysis, and anomaly detection. Enables centralized log aggregation, correlation tracking, and health monitoring across all MCP ecosystem services.

MCP AI Bug Helper

Provides emergency coding assistance by querying three AI coding models simultaneously through OpenRouter, with automatic premium fallback on rate limits, returning multiple expert opinions with cost and latency telemetry for debugging and problem-solving.

Log Analyzer with MCP

A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.

Conversation Search MCP Server

Enables comprehensive search and analysis of Claude Code conversation history using full-text search, optional semantic vector search, and conversation management tools. Provides fast SQLite-based indexing with role-based filtering, project organization, and hybrid search capabilities combining keyword and semantic matching.

ahk-mcp

Servidor MCP que expõe a funcionalidade AutoHotkey, permitindo que interfaces de modelo automatizem tarefas no Windows.

Xfinity MCP Server

Enables users to manage their Xfinity ISP accounts through automated browser sessions for tasks like checking data usage and paying bills. It supports monitoring service outages and remotely restarting equipment using natural language commands.

GolfBox MCP

A local MCP server for GolfBox tee-time workflows that lets agent clients authenticate, list clubs, search tee times, manage bookings, and prepare bookings with conservative safety defaults.

SuperMapMCP

Aqui está uma tradução do texto "MCP Client e Server, 实现shapefile导入到数据库" para português: **Cliente e Servidor MCP, implementando a importação de shapefiles para o banco de dados.** Uma tradução alternativa, dependendo do contexto, poderia ser: **Cliente e Servidor MCP para implementar a importação de shapefiles para um banco de dados.** A escolha da melhor tradução depende do quão formal você precisa ser e se você está descrevendo algo que já foi implementado ou algo que está sendo planejado.

Google Calendar MCP Server

Enables management of multiple Google Calendar accounts with support for searching, creating, updating, and deleting events on primary calendars through natural language, with encrypted credential storage.

EU AI Act Compliance Chatbot

Um servidor MCP para responder a perguntas sobre a Lei de IA original da UE.

Advanced Trello MCP Server

An enhanced Model Context Protocol server providing comprehensive integration between Trello and Cursor AI with 40+ tools covering multiple Trello API categories for complete project management.

Remote MCP Server

Enables running an MCP server remotely on Cloudflare Workers with OAuth authentication, allowing MCP clients like Claude Desktop to connect and use tools such as a math calculator.

mcp-garmin

MCP server for Garmin Connect that provides read-only access to daily health metrics, activities, workouts, and body composition data.

compare-mcp

Enables multi-model code review by fanning out issues to multiple LLMs simultaneously, diffing their unique insights, optionally running debate rounds, and dispatching subagents to implement fixes with git commits.

Intuition MCP Server

An HTTP stream server for interacting with the Intuition knowledge graph, enabling users to query and manage data through tools like extracting triples, searching entities, retrieving account info, and exploring relationships.

Azure Key Vault MCP

Enables management of Azure Key Vault secrets and certificates, including creation, retrieval, deletion, format conversion (PEM/CRT to PFX), certificate chain imports, and self-signed certificate generation.

MCP TMDB

An implementation of the Model Context Protocol that provides tools to interact with The Movie Database (TMDB), allowing users to search for movie collaborations, actor filmographies, and other film industry data.

flstudio-mcp

AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (Mix Doctor diagnosis, gain staging, EQ/compression/reverb, reference matching), routing, and composition through Claude and any MCP client. 67 tools. Windows.

WeatherXM Pro MCP Server

WeatherXM Pro MCP Server

iOS Automation MCP Server

A Model Context Protocol server that enables AI assistants to interact with iOS simulators, perform accessibility testing, manage apps, and automate complex iOS workflows.