Discover Awesome MCP Servers

Ross MCP

Personal life admin MCP server that manages Apple Reminders from any Claude session via a cloud relay to a local Mac agent.

vmware-vdi

MCP server for managing VMware Horizon VDI environments via the Horizon 8 REST API, enabling AI agents to monitor sessions, manage pools, and perform operations like logoff, reset, and image push with safety previews and audit logging.

ai-review

Enables interactive GitHub pull-request review from Claude Code, with tools to fetch PRs, inspect files and repo structure, post review comments, and query a RAG index of the codebase.

Expo Docs MCP Server

Enables AI-powered semantic search through Expo SDK documentation across multiple versions (v51-v53 and latest), allowing developers to quickly find relevant documentation with configurable similarity scoring.

Chrome Browser Automation MCP Server

Enables AI assistants to control Chrome browser for tab management, content extraction, and browser interactions via REST API.

Fresh Jots MCP Server

This server connects Fresh Jots notes with clients

newrelic-mcp

A command-line tool for monitoring and analyzing New Relic application metrics using MCP.

Origin Pro MCP Server

Enables AI assistants to control OriginLab Origin Pro via COM automation for data analysis, graphing, and styling, with real-time GUI updates.

Cloudways MCP Server

MCP server for Cloudways enabling server management, app deployment, backups, SSL, environment variables, and monitoring via Claude Code.

mcp-excel

Enables AI agents to analyze Excel files through atomic operations like filtering, aggregation, and grouping without loading raw data into context.

yandex360-mcp

MCP server that enables AI assistants to interact with Yandex 360 organization services, currently supporting Yandex Wiki for reading, editing, and searching pages.

MCP RAG Server

Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.

MGnify MCP Server

Enables interaction with MGnify metagenomics resources and tools through the Model Context Protocol. Provides access to MGnify's API for querying and analyzing metagenomic datasets and related biological information.

odata-mcp-proxy

A config-driven MCP server that exposes OData and REST APIs as MCP tools, enabling AI assistants to query, manage, and monitor SAP backends through natural language.

supabase-schema-mcp

An MCP server that provides deep schema introspection for Supabase/Postgres, exposing tables, columns, views, enums, RLS policies, functions, and more.

FastMCP Boilerplate

A starter template for building MCP servers with FastMCP, providing testing, linting, formatting, and NPM publishing setup.

SSE MCP Server with JWT Authentication

JWTベースのセキュアな認証を備え、SSEトランスポートを介して複数のAIツールを公開するモデルコンテキストプロトコルサーバー。動的なツール登録とセッション管理を可能にします。

mitre-mcp

Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique lookup, alert mapping, and coverage analysis.

Instagram MCP Server

Enables AI assistants to interact with Instagram by scraping profiles, posts, reels, DMs, and business insights through a robust, DOM-agnostic browser orchestration engine that bypasses Instagram's anti-automation measures.

xiaozhi-mcp

A local MCP server framework for connecting custom tools to the xiaozhi AI voice agent, with built-in calculator and web search (via SerpApi) tools.

NCTR Alliance MCP Server

Enables AI agents to discover and interact with the NCTR Alliance rewards program, including bounties, earning rates, tier progression, promotions, and impact engine communities.

parliamentary-nlp-mcp

MCP server that audits Brazilian parliamentary speeches for hate speech and offensive language using a fine-tuned BERTimbau classifier, returning classification, confidence, and human review recommendations.

Bloomberg MCP

An MCP server that bridges AI assistants with Bloomberg Terminal data. It exposes 18 tools for reference, historical, technical analysis, screening, and calendar data through natural language.

PayPal MCP Server

A server that provides integration with PayPal's APIs, enabling seamless interaction with payment processing, invoicing, subscription management, and business operations through a standardized interface.

mite MCP Server

Model Context Protocol server for the mite time tracking API, enabling time entries, stopwatch, customers, projects, and services management through natural language.

AIOps MCP Servers

AIOps向けのMCPサーバー

orca-mcp

Wraps the OrcaSlicer CLI to enable AI agents to slice 3D models, run parameter sweeps, and analyze G-code.

Modular RAG MCP Server

A modular RAG framework exposing knowledge retrieval tools via MCP, enabling AI assistants to perform hybrid search, reranking, and multimodal document queries with full observability and evaluation.

mcp-data-analyst

A natural-language data analyst MCP server that lets users query SQLite sales datasets via MCP tools (list_tables, aggregate, time_series, run_sql) with read-only SQL safety guards, returning results through a FastAPI dashboard.

click-mcp

ワンラインのコードでClick CLIをMCPサーバーに変換