The Model Context Protocol (MCP) Server Ecosystem

What is this? The Sentry MCP Server, packaged as @modelcontextprotocol/server-sentry, brings Sentry’s error tracking and performance monitoring directly into AI-driven workflows. It exposes Sentry issues, events, and telemetry through standardized MCP resources and tools, so AI assistants can automatically fetch critical errors, analyze performance trends, and propose remediation steps. This integration makes observability a first-class…

What is this? K2view MCP Server is an enterprise-grade, real-time data delivery platform that unifies and virtualizes multi-source data for AI agents, large language models, and analytics systems. It bridges siloed data stores such as operational databases, data warehouses, and third-party APIs to provide low-latency, secure, and granular access without heavy ETL or full data…

What is this? The Brave Search MCP Server is a middleware service that lets language models and AI agents perform real-time web searches through the Brave Search API using the standardized MCP protocol. Packaged as @braveai/mcp-server-brave-search, it exposes ready-to-use endpoints that simplify integration and ensure privacy-first querying without tracking or profiling. Designed as a stateless…

What is this? The Figma Dev Mode MCP Server connects Figma’s Dev Mode environment directly into AI agent and developer workflows using the Model Context Protocol. It gives agents and tools real-time access to design assets, component hierarchies, UX metadata, and code specifications from live Figma files. By offering resources, tools, and prompts over standard…

What is this? The Playwright MCP Server is a specialized server that lets AI agents control browsers for automated web navigation, scraping, and UI testing through a standardized JSON-based interface. By wrapping Microsoft Playwright’s cross-browser automation (Chromium, Firefox, WebKit) in the Model Context Protocol, it enables agents to perform clicks, typing, navigation, and data extraction…

What is this? The GitLab MCP Server is a powerful extension of the Model Context Protocol that lets AI agents and automated workflows manage GitLab projects seamlessly. It exposes core GitLab features—CI/CD pipelines, merge request operations, and issue tracking—through a consistent MCP API so you can automate end-to-end DevOps tasks without manual intervention. By packaging…

What is this? The Slack MCP Server (@modelcontextprotocol/server-slack) brings the power of Model Context Protocol (MCP) directly into your Slack workspace. It implements the standard MCP resource, tool, and prompt interfaces, so any MCP-compatible client or agent can send messages, manage channels, lookup users, and automate notifications without custom code. With built-in support for OAuth…

What is this? The Terraform Cloud MCP Server is an agentic, AI-driven bridge between the Model Context Protocol ecosystem and HashiCorp’s Terraform Cloud. It packages the MCP server interface in @modelcontextprotocol/server-terraform-cloud, allowing LLMs and autonomous agents to plan, apply, and manage Terraform Cloud resources using natural-language prompts. Under the hood, it exposes Terraform Cloud’s GraphQL…

What is this? The Grist MCP Server is a specialized implementation of the Model-Connector-Processor protocol that lets AI agents and automation frameworks interact directly with your Grist documents. By exposing a secure, schema-aware API on top of Node.js and Express, it translates MCP calls into Grist REST operations so you can automate data entry, generate…

What is this? The Gmail MCP Server is a powerful extension that wraps the Gmail REST API in an AI-friendly Model Context Protocol (MCP) interface, making it simple to read, search, organize, and send emails in your applications. It handles secure OAuth2 flows, token storage, and batch and MIME operations out of the box, so…

What is this? The Notion MCP Server is a bridge between AI assistants and Notion workspaces, exposing pages, databases, tasks, and other Notion objects through a standardized Model Context Protocol (MCP) interface. It runs as a standalone Node.js service alongside your AI orchestration layer, handling authentication, rate limiting, and data normalization so you can focus…

What is this? The Appwrite MCP Server is a dedicated Model Context Protocol server implementation for Appwrite, an open-source backend-as-a-service platform. It acts as a middleware layer translating MCP protocol calls into Appwrite SDK operations, enabling AI agents and language models to interact with databases, storage buckets, authentication systems, cloud functions, real-time subscriptions, and event…

What is this? Octagon MCP Server is a production-grade implementation of the Model Context Protocol designed for live financial data integration and analytics. It provides large language models and AI agents with a secure, standardized interface to query, ingest, and manipulate real-time market data from equities, indices, cryptocurrencies, and macroeconomic indicators. By abstracting away vendor-specific…

What is this? The ClickHouse MCP Server is a specialized adapter within the Model Context Protocol ecosystem that bridges AI agents, language models, and conversational tools with ClickHouse, an open-source columnar OLAP database renowned for its blazing-fast analytics on large datasets. Packaged as @modelcontextprotocol/server-clickhouse, it lets developers send natural language queries and SQL commands directly…

What is this? The Semgrep MCP Server brings Semgrep’s powerful pattern-based code scanning into any MCP-compliant workflow. Packaged as @modelcontextprotocol/server-semgrep, it acts as a bridge between AI assistants, CI/CD pipelines, or custom tools and Semgrep’s rule engine, providing real-time vulnerability detection and policy enforcement. By speaking the Model Context Protocol out of the box, it…