Discover Awesome MCP Servers

Observability MCP Server

Provides comprehensive monitoring and observability for MCP server ecosystems with real-time health checks, performance metrics, distributed tracing, anomaly detection, and automated performance reports using OpenTelemetry and Prometheus.

imessage-mcp

Provides read-only access to local iMessage databases on macOS for searching message history and analyzing conversation patterns. It includes 25 tools to explore contacts, attachments, reaction statistics, and messaging trends through natural language queries.

packet-coders-mcp

A local MCP server for interacting with a network lab, supporting read-only and configuration tools for devices like Arista EOS switches.

GDB MCP Server

Enables LLM clients to interact with the GNU Debugger (GDB) for comprehensive debugging and binary analysis. It provides a wide range of tools for program execution control, memory examination, stack analysis, and disassembly.

Finnish Energy Regulation MCP

Enables full-text search and retrieval of Finnish energy regulations from four regulators: Energiavirasto, Fingrid, TEM, and Tukes.

Azure DevOps On-Prem MCP Server

MCP server for Azure DevOps Server 2022 (on-premises) that enables AI assistants to interact with work items, repositories, builds, and sprints through 29 tools.

Brevo MCP Server

MCP server for Brevo email marketing platform enabling campaign management, analytics, and automation through natural language.

OnBrand by SlideSpeak

An MCP server that feeds AI agents your brand's real logos, colors, fonts, and approved slide layouts, so every deck and document comes out on brand the first time.

local-spark-mcp

Provides a stateful local Spark session for running PySpark and SQL cells, enabling local data exploration before deploying to Microsoft Fabric.

akahu-mcp

An MCP server that exposes Akahu (New Zealand open-banking) data to LLM agents, allowing them to list bank accounts, inspect investment holdings, and pull transactions for analysis.

DDEV MCP Server

Enables AI assistants to interact with DDEV local development environments by querying databases, managing project states, and executing container commands. It provides comprehensive control over local services with a security-first approach using whitelisted operations.

SocratiCode

Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep.

todo-mcp-server

Enables Gemini CLI and other AI assistants to manage todos (create, read, update, delete, filter) through natural language commands via the Model Context Protocol.

familia-mcp

Provides tools for managing Kenyan family legal matters including inheritance, wills, trusts, diaspora property, and caretaker records via MCP.

Spotlight MCP

Enables AI agents to lint API artifacts (OpenAPI, AsyncAPI, Arazzo) and manage rulesets conversationally via the Model Context Protocol.

applescript-mcp

Enables Claude to automate macOS applications, manage files, control music, send messages, and more through AppleScript.

Nash-Arena

Chess and Card Game Arena For LLM

Voice AI Website Analyzer MCP Server

Fetches and analyzes website content to provide business context to AI agents, designed for Voice AI in GoHighLevel.

GitLab PR Analysis MCP Server

Espelho de

mcp-va-museum

MCP server for querying the Victoria and Albert Museum (V\&A) collections via natural language or direct tool calls.

Campertunity MCP Server

Campertunity MCP Server

Agent Care MCP

Integrates with EMRs like Cerner and Epic via FHIR to retrieve patient data, and provides medical research tools (PubMed, clinical trials, FDA) for clinical analysis.

Odoo MCP Server

Uma ferramenta de integração que conecta a IA Claude com o banco de dados Odoo, permitindo que os usuários explorem os modelos do Odoo, pesquisem dados e criem relatórios por meio de comandos em linguagem natural.

SAP ERP MCP Server by CData

SAP ERP MCP Server by CData

databricks-mcp

Exposes Databricks REST APIs as MCP tools for managing and querying a Databricks workspace, including clusters, jobs, SQL, Unity Catalog, and more.

omdb-mcp

MCP server for the OMDb API - search movies, series, and episodes from any MCP-compatible client.

Open-Brain

Personal knowledge graph with 16 MCP tools. Auto-links, deduplicates, tracks themes, synthesizes insights.

Example MCP Server

A demonstration MCP server built with FastMCP v2.0 that provides basic mathematical calculations and greeting functionality. Features Docker containerization, comprehensive testing, and CI/CD automation for learning MCP development patterns.

ebb-ai

Carbon-aware MCP scheduler that defers "do it later" / "by tomorrow" / "overnight" LLM tasks to the cleanest electricity-grid hour inside a deadline — 40-70% lower CO2 per task, 50% cheaper via Anthropic/OpenAI Batch APIs. 9 MCP tools, per-task carbon receipts to local SQLite, Apache-2.0.

MCP Trenitalia

An MCP server for real-time Italian railway data, enabling natural language queries about train schedules, delays, departures, arrivals, and live tracking via the Viaggiatreno API.