Discover Awesome MCP Servers

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。通过在 GitHub 上创建一个帐户，为 ClyingDeng/MasterGO-McpServer 的开发做出贡献。

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

MCP服务器示例实践

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.

mcp-openrouter

A Python MCP server that lets MCP hosts call OpenRouter models for chat, image generation, embeddings, and model search via FastMCP with .env support and retry handling.

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

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.

algorithmaide-mcp

An MCP server for real-device Android reversing workflows, wrapping AlgorithmAide config writes, AppSwitch/logList sync, LSPosed scope sync, Frida script injection, and runtime log queries into a stable MCP toolset.

ansa-mcp

An MCP server that bridges MCP clients to ANSA CAE pre-processor via file IPC, enabling geometry operations, model management, and solver deck export.

splitwise-mcp

A local MCP server that exposes the Splitwise API as tools, enabling conversational management of expenses, groups, and friends. It runs entirely locally over stdio with no hosting required.

Mailjet MCP Server

Enables AI agents to interact with Mailjet's contact, campaign, segmentation, statistics, and workflow APIs for managing email marketing operations through natural language.

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.

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.

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.

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.