Discover Awesome MCP Servers

codabench-mcp

MCP server for Codabench REST API that enables AI agents to drive a full participant ML-benchmark workflow: discover competitions, download data, submit, poll, and read leaderboards.

Agent Guild

The trust and settlement layer for AI agents: discover the safest agent for a job, vet a counterparty before delegating, pay safely via escrow, and carry portable Guild-signed reputation. Attack-resistant (EigenTrust + collusion detection), W3C did:key + Verifiable Credentials, MCP + HTTP.

Proposal Generator MCP

Generates professional client proposals including timeline, tech stack, price estimate, and milestone breakdown from client requirements.

fetchmux

Self-hosted retrieval router for AI agents: one MCP/REST endpoint that routes web search across Brave, Tavily, Exa, Firecrawl, and Crossref (BYOK) with per-request cost ceilings, deadlines, and an auditable route receipt on every response.

agent-token-stripper

Enables LLM agents to convert bloated webpages into clean token-dense plain text, stripping HTML, CSS, scripts, and layout elements while reducing context-window costs and supporting x402 micro-pay-based autonomous requests.

muumuu-domain-mcp

The official remote Model Context Protocol (MCP) server for Muumuu Domain — a domain registration service operated by GMO Pepabo, Inc. Search and register domains, manage owned domains and contracts, and configure DNS records — all through natural language conversations with AI assistants.

PromptShield MCP

A Model Context Protocol server that lets AI agents and runtime firewalls call PromptShield-style safety checks for text, chat messages, prompts, tool inputs, and generated outputs.

jira-issue-context-mcp

Read-only MCP server that fetches a single Jira issue by key and returns its title, description, comments, attachment summary, and image attachments.

claude-context-server

An MCP server that reads all your Claude Code project memory files and exposes them as tools. Lets any Claude instance — in any project, or via Claude.ai — query your full project history and preferences.

Dokploy MCP Server

Exposes all Dokploy API endpoints as MCP tools, enabling AI models and other clients to manage projects, applications, databases, and more on a Dokploy server.

Board Terminal Skill

MCP server for running shell commands on a Linux development board via UART serial.

SpiceMCP

MCP server for LTspice circuit simulation and optimization. It manages optimization state, evaluates metrics from .meas directives, and supports schematic generation and parameter tuning.

Coinranking1 MCP Server

Provides access to the Coinranking1 API for retrieving real-time cryptocurrency data, including trending coins, blockchain details, and global market statistics. It enables users to search for digital assets and track historical market capitalization and trading volumes.

sn-mcp

Provides AI assistants with read access to ServiceNow instances to aid in building and debugging applications. It enables users to query tables, retrieve specific records, and inspect table schemas using standard ServiceNow encoded query strings.

meican-mcp

美餐MCP服务器，支持查询餐次、餐厅、菜单和订单，以及下单和取消订单操作。

provgraf-mcp

Read-only MCP server exposing a W3C PROV knowledge graph of verified facts with provenance, enabling AI agents to list, search, and check facts while enforcing that writes remain CLI-only.

Pero MCP Server

Enables SSH connection management with remote command execution and file transfer capabilities, plus App Store Connect integration for managing applications, team members, and TestFlight operations.

Weather MCP Server

A Model Context Protocol server that provides current weather forecasts for specific locations and active weather alerts for US states.

HiveOS MCP Server

Enables Claude to read HiveOS rig stats and, when enabled, apply overclocks and flight sheets.

wa-bridge

A self-hosted WhatsApp bridge that exposes a stdio MCP server with ~20 tools for reading conversations, sending messages, managing groups, contacts, and aliases, enabling AI agents to operate WhatsApp directly.

shiply

Instant web hosting for AI agents. Publish a live site in one call, no account needed.

BrowserMCP

Remote browser instances for your AI agents. Reliably complete any browser-based task at scale. Fully-control agentic browsers that spin up in seconds.

mcp-agent-monitor

MCP server that analyzes AI agent execution logs to calculate reliability scores, detect failure patterns, and suggest concrete improvements for making AI agents more reliable.

godot-forge

Provides progressive-disclosure MCP access to Godot editor development, enabling tool discovery, task execution, inspection, and status tracking for projects across Godot 4.5 to 4.8-dev.

mcp-portainer-lite

Lightweight MCP server for Portainer CE, focused on Docker Swarm environments with read-only tools by default and optional mutations.

Igloo MCP

Enables AI assistants to interact with Snowflake databases through SQL queries, table previews, and metadata operations. Features built-in safety checks that block destructive operations and intelligent error handling optimized for AI workflows.

Bitrix24 MCP Bridge

Локальный MCP-сервер, дающий ИИ-агенту read-only доступ к задачам, проектам и чатам Bitrix24 в объёме прав пользователя — через браузерное расширение, переиспользующее живую сессию. Без прав администратора и без официального REST-вебхука.

AgentPing

Let your AI agent notify you via email, Slack, Discord, or webhook using a single tool.

procurement-mailer-mcp

Enables an SAP Joule agent to read and send email from a scoped Microsoft Exchange mailbox via MCP tools, translating tool calls into Microsoft Graph requests.

Claude-Read-Outlook-Attachments

A MCP server for Claude that reads Outlook emails its attachments through the Microsoft Graph API.