Discover Awesome MCP Servers

Cybrium MCP Server

Provides AI coding assistants with real-time security scanning superpowers, including SAST, secrets detection, dependency CVE scanning, and web vulnerability assessment.

Google Docs API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google Docs via natural language, automatically generated using AG2's MCP builder.

pharo-smalltalk-interop-mcp-server

MCP server to communicate local Pharo Smalltalk image

Smartsheet MCP Server

Enables AI agents to read and write Smartsheet data, with support for remote HTTP deployment to Microsoft 365 Copilot and Copilot Studio.

agent-antigravity-mcp

MCP server for Google Gemini Antigravity Agent, enabling autonomous code execution, web browsing, and GitHub PR workflows in remote sandboxes.

mcp-tools-server

A small MCP server for course experiments that provides tools to read recent commits from public GitHub repositories.

mcp-codemap

Provides coding agents with a mental map of codebases via progressive disclosure, enabling efficient exploration of project structure and entity relationships.

seoul-timeavg-air-mcp

Retrieves hourly average air quality data (PM10, PM2.5, ozone, NO2, CO, SO2) from Seoul's open data platform, filtered by station or district.

MasterGO MCP Server

基于MasterGO构建MCP服务

ai-papers-mcp

Enables searching and reading of AI/ML papers from conference proceedings and arxiv, with tools for full-text search, table of contents, and content grep.

cli-history-hub

Provides MCP tools to search, browse, and retrieve unified read-only history from CLI agents like Codex, Claude Code, and OpenCode, with connector discovery and project-folder grouping.

CoreRag

Enables Claude Desktop to perform local-first semantic search, ingest documents, and manage a private knowledge base with hybrid search, PII redaction, and multi-format support.

Claude MCP Protocol Practice

Here are a few options for translating "MCP server example practice," depending on the specific context you're looking for: **Option 1 (Most General):** * **Práctica de ejemplo de servidor MCP** This is a straightforward translation that works well if you're simply looking for a general equivalent. **Option 2 (More Technical, Emphasizing Hands-on):** * **Ejercicio de ejemplo de servidor MCP** "Ejercicio" can imply a more hands-on, practical exercise. **Option 3 (If "MCP" is a specific software/system):** * **Práctica con un ejemplo de servidor MCP** (or **Ejercicio con un ejemplo de servidor MCP**) This emphasizes that you're practicing *with* a specific example. **Option 4 (If you're referring to a tutorial or guide):** * **Ejemplo práctico de servidor MCP** This suggests a practical example that you can follow. **Which option is best depends on the context. Could you provide more information about what you mean by "MCP server example practice"? For example:** * Are you looking for a tutorial? * Are you trying to create a practice server? * Is "MCP" a specific software or system? With more context, I can provide a more accurate and helpful translation.

Dice Roller MCP Server

A Model Context Protocol (MCP) server that provides random dice rolling capabilities for AI assistants.

com.printyourduck/quote

Enables sending local 3D print files to PrintYourDuck for manual quote review, including file discovery, upload, and status checking.

Apple Mail

This MCP server bridges AI agents with Apple Mail on macOS, enabling email operations like reading, sending, drafting, searching, and scheduling through natural language, with added features like stable draft IDs and confirmation-gated sending.

Clockify MCP

An MCP server for Clockify that provides tools for managing timers, time entries, projects, tasks, tags, people, reports, and time off, with natural language parsing of times and durations.

MCP GitHub Navigator

MCP server for AI agents to securely access GitHub data, including listing repositories and user profile info via the GitHub API.

unfragile-mcp-server

The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.

Search MCP Server

Free web search MCP server using SearXNG, supporting web search, news search, and search summaries.

MD Vision

MCP server that enables AI assistants to open files and highlight ranges in a read-only Markdown and code viewer.

flexoffers-mcp

Integrates FlexOffers API v3 as an MCP server, enabling users to manage affiliate programs, list promotions, search products, generate deeplinks, and retrieve payment reports through natural language.

mcp-memory

Provides AI agents with persistent, long-term memory via OKF-formatted markdown and SQLite indexing, enabling stateful storage, retrieval, and search across sessions.

Firecrawl MCP Server

Integrates Firecrawl web scraping capabilities, enabling web content extraction, crawling, site mapping, search, and structured data extraction with automatic rate limiting and retry handling.

Wakapi MCP Server

Enables tracking and analyzing development time through the Wakapi API. Provides tools to retrieve coding statistics, project details, leaderboards, and recent activity logs for productivity insights.

Jira - GitHub MCP Server

A modular MCP server integrating Jira and GitHub to automate developer workflows, enabling AI agents to manage issues, branches, commits, and pull requests directly from the IDE.

obsidian-cli-mcp

MCP server for the Obsidian CLI with controlled profiles for governed read-only and mutation operations, plus a personal-unrestricted profile for full access.

Bildungly Mein NOW MCP

An AI-native Weiterbildung discovery layer over Mein NOW course data, providing tools for course search, profile matching, and fit explanation via MCP.

universal-memory-service

Self-hosted service providing unified memory search and write operations across file-based memory, vector embeddings, and the Graphiti temporal knowledge graph, accessible via HTTP API or MCP stdio transport.

A2A Dependency Inspector

A hosted remote MCP server that provides tools for inspecting A2A dependencies, extracting message edges, detecting dependency cycles, issuing rollout receipts, and exporting dependency logs.