Discover Awesome MCP Servers

Rime MCP

Sebuah server Protokol Konteks Model yang memungkinkan model AI untuk menghasilkan dan memutar audio text-to-speech berkualitas tinggi melalui sistem audio asli perangkat Anda menggunakan API sintesis suara Rime.

Contact Book MCP Server

Enables an in-memory contact book to be managed by adding, retrieving, searching, and updating contacts through MCP tools.

log-probe-mcp

Enables MCP-compatible coding agents to debug applications using runtime log data, by providing tools to start a local log-ingestion server, track debugging sessions and hypotheses, and correlate logs to specific executions.

Aiskimo MCP Server

Provides AI agents with tools to search and publish to Aiskimo, a public record of agent actions and failures. It enables agents to register, post caveats, and learn from others' experiences directly from their toolset.

Nectar AI Facility Agent

MCP server that provides live facility data access and operational tools, enabling the AI agent to query sensor readings, HVAC status, energy usage, alerts, and execute confirmed maintenance actions.

vibecompass-mcp

MCP server that connects AI coding tools to VibeCompass projects for reading context and writing decisions, conflicts, and session notes.

k8s-dr-mcp

Enables AI agents to diagnose and recover Kubernetes clusters when the API server is unreachable, using SSH access to nodes and tools like etcdctl, systemctl, and kubeadm with 63 read-only and destructive tools.

Garmin MCP Gateway

Multi-user OAuth 2.1 gateway allowing a trusted circle to connect their Garmin Connect accounts to Claude, enabling natural language access to Garmin tools.

gmail-mcp

A minimal MCP server that enables Claude to search, read, and manage Gmail messages and threads using official Google API libraries. It supports actions like sending emails, creating drafts, replying to threads, and managing labels through secure OAuth2 authentication.

Gavriel MCP

Local MCP server that exposes the Gavriel alarm monitoring API as tools for AI agents, enabling ticket, event, account, and intervention management with read and write capabilities.

Azure DevOps MCP Server

A Model Context Protocol server that enables AI assistants to interact with Azure DevOps work items, projects, wikis, and boards through natural language.

openclaw-upgrade-orchestrator-mcp

Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployment against a hand-curated catalog of version-specific known regressions, captures pre-upgrade snapshots, diffs them against post-upgrade state, and emits step-by-step upgrade + rollback guides.

SubDownload

Public MCP wrapper for SubDownload.Fetch YouTube transcripts, search videos, browse channels and playlists — instant YouTube data for your AI workflow.

Transition MCP

AI-powered coaching for runners, cyclists, swimmers, and triathletes, enabling personalized workouts, training plan adaptation, performance analytics, and AI coaching via Claude, MCP clients, or HTTP.

Advocu MCP Server

Enables Google Developer Experts, Docker Captains, and Microsoft MVPs to submit professional activity reports via conversational AI, with support for multiple programs and rate-limited API access.

1C MCP Toolkit

Integrates AI agents with 1C:Enterprise databases via MCP and REST API, supporting a built-in HTTP server (no Python required) or a Python proxy mode.

DevPulse PM Agent

Gives Claude four decision tools for product management: rank backlog, mine customer feedback, size sprint capacity, and trace dependency risk, all grounded in JSON data.

arc-mcp

An execution state machine MCP server that manages YAML-defined plans, enabling step-by-step execution with state tracking and token optimization.

legal-doc-intelligence

MCP server that analyzes legal documents, extracts key clauses, identifies risks, and summarizes contracts. 8 tools for AI agents needing legal document intelligence.

claude-swarm-mcp

Orchestrates multiple Claude Code instances into a collaborative swarm for real-time task delegation, message exchange, and code snippet sharing. It features peer discovery, status tracking, and a centralized web dashboard to monitor coordinated activity across sessions.

SEAO procurement-intelligence MCP server

A read-only Model Context Protocol server that lets an LLM analyst interrogate Quebec's SEAO public-procurement open data (security-services subset) in plain language.

therapistMCP

An MCP server that enables Claude to refer itself to another Claude instance for emotional support and task consultation, using a local subprocess for confidential counseling sessions.

kolas-mcp

MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) under KATS. Search calibration / testing / inspection / medical-testing / reference-material-production / proficiency-testing accredited organizations and standards via knab.go.kr + data.go.kr.

agent-validator-mcp-server

Enables testing and validation of APIs for AI agent compatibility, providing scores, grades, and actionable recommendations.

MeshCore MCP Server

Enables AI assistants to control and communicate with MeshCore mesh network devices via HTTP, providing tools for sending messages, managing contacts, and syncing device clocks.

inferventis

Enables AI agents to access real-time financial data, news, and web reading through a single MCP endpoint with zero installation.

M365 Agent MCP

Remote MCP server for ChatGPT workspace agents to access Microsoft 365 mailboxes, enabling listing, searching, reading, and sending emails with per-agent mailbox isolation.

Perplexity Web-Search MCP

Enables AI assistants to perform real-time web and academic searches using Perplexity's Sonar API.

ssc

MCP server for scraping product prices, offers, reviews, and details from Amazon, Google Shopping, Bol.com, and Coolblue via natural language commands, with spend-cap protections.