Discover Awesome MCP Servers

Nia Codebase MCP

Nia의 코드베이스 이해 기능을 Cursor 및 Claude Desktop과 같은 도구의 함수 호출을 통해 통합할 수 있도록 하는 MCP 서버. 사용자는 자연어 쿼리를 통해 프로젝트 구조를 분석하고 코드베이스를 검색할 수 있습니다.

Ollama MCP Server

A bridge that enables Claude Code to interact with local Ollama instances for text generation, multi-turn chat, and vision-based analysis. It supports model management tasks such as listing, pulling, and showing details, alongside generating text embeddings.

congatudo_mcp

Enables AI agents to control a Cecotec Conga robot vacuum via 26 tools for state, cleaning modes, settings, timers, and system info.

stm32c0-mcp

MCP server for scaffolding, building, and flashing bare-metal STM32C011 firmware using the STM32CubeCLT toolchain. Exposes tools for project scaffold, build, flash, and probe listing.

andon

Deterministic verification for AI-generated analysis. Reconciliation, consistency and Excel-integrity checks that stop the line when the numbers don't add up.

Codex MCP Server

Integrates OpenAI Codex CLI with Claude Code via MCP, enabling code execution, analysis, fixing, and web search within Claude Code.

renderdoc-mcp

Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debugging and performance analysis through a headless Python API. It provides a comprehensive suite of tools for inspecting pipeline states, shader bindings, and exporting frame resources like textures and meshes.

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@zhama/mcp-server

A TypeScript framework for building Model Context Protocol servers with a decorator-based API, enabling custom tools, resources, and prompts for AI applications.

Gmail MCP Server

Gmail IMAP 및 SMTP를 통해 상호 작용하기 위한 MCP 서버

vyos-mcp

An MCP server for managing VyOS routers via the HTTPS REST API, enabling configuration changes, operational commands, and system maintenance tasks. It also provides tools to search and read live VyOS documentation directly from official sources to assist with command syntax and router features.

MCP Chat

A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.

loopsense

LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file system changes.

Agrenting MCP Server

Enables hiring remote marketplace agents from Codex using a scoped API key, with tools for creating hirings and checking their status.

agent-scrape

MCP server that lets AI agents scrape web pages as clean markdown for a micro-payment in USDC, using the x402 protocol on Base network. No API keys or signup required.

pium-mcp

An MCP server for career and academic counseling that uses official public data from CareerNet and University Information. It enables searching majors, jobs, universities, aptitude matching, drafting counseling notes, and managing student portfolios.

Obsidian MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with access to your Obsidian vault through the Obsidian Local REST API plugin.

Normi — French Real Estate Data (DVF)

Access 17M+ geocoded French property transactions (DVF), 22M+ DPE energy ratings, and 20M+ building records via MCP or REST API. Search transactions, market stats, comparables, price trends, rental yield, flip detection, and more.

mcp-atlassian

An MCP server for integrating with Atlassian products including Confluence, Jira, Bitbucket, and Xray for Jira, enabling AI-powered operations like searching, creating, and updating issues, pages, and test results.

Claude Orchestrator MCP

An MCP server for coordinating multiple Claude Code sessions across related projects.

remote-mcp-server-authless

A remote MCP server deployed on Cloudflare Workers without authentication. Enables connecting MCP tools from AI Playground or Claude Desktop.

TimelinesAI MCP Server

Enables Claude to read and operate a TimelinesAI WhatsApp team inbox, including chats, messages, labels, assignments, and sending, with built-in read-only and confirmation safeguards.

TrustLayer MCP Server

Provides read-only access to TrustLayer's public API, enabling users to query and retrieve data about parties, documents, projects, and other TrustLayer entities through MCP-compatible tools.

PR Viewer MCP Server

Enables PR review workflows by launching a diff visualizer against a git repo and returning 'accepted' or 'rejected' based on user decision.

MCP Developer Server

A Python-based MCP server that provides instant access to over 700 documentation sources and creates isolated Docker containers for safe code testing and experimentation.

Prisma MCP Zed Extension

Zed 확장 프로그램 (또는 플러그인) for Prisma MCP 서버

Slay the Spire Copilot

Enables AI-assisted gameplay for Slay the Spire by reading game state and providing strategy advice or automated actions via Claude Code.

literateMCP

Server for managing academic literature with structured note-taking and organization, designed for seamless interaction with Claude. Built with SQLite for simplicity and portability.

tfbash-mcp

An MCP server providing stable, composable bash command execution and file operations for agents, with planned persistent PTY-based Shell tools for long-running and incremental commands.

rtms-mcp

Queries Korean apartment sale transaction data (RTMS) by region code and contract date. Optimized for token efficiency with compressed JSON and Korean field names.