All MCP Servers

An adaptive MCP server that grows and evolves based on user needs through self-modification, dynamic learning from feedback, and intelligent capability composition with workflow optimization.

MCP (Model Context Protocol) Server. Provides complete AWS Bedrock Guardrails management with full CRUD operations for all policy types including content filtering, topic restrictions, word blocking, and sensitive information detection, plus Terraform export functionality for infrastructure-as-code workflows.

An MCP server designed for managing files and folders specifically on the Windows Desktop. It enables users to perform file operations like deletion while implementing security measures to prevent path traversal outside the Desktop directory.

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflow to help developers create their own tools and resource providers.

Provides remote filesystem operations, git repository management, and process execution capabilities for AI agents through the Model Context Protocol.

Enables LLMs to control cloud browsers for web automation, data extraction, screenshots, and form interactions using Browserbase and Stagehand with support for multiple AI models and parallel browser sessions.

A production-ready Model Context Protocol server that provides weather data from OpenWeatherMap API, allowing users to query current weather by city name or coordinates with support for different temperature units.

A Model Context Protocol server that allows AI assistants to manage Microsoft Fabric and Power BI services, including dataset querying, workspace management, and notebook creation.

Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to execute SQL/PL/SQL, manage database objects, and inspect APEX application metadata. It supports full database CRUD operations, object dependency analysis, and detailed page-level inspection of APEX environments.

Enables AI assistants to manage KiotViet retail and F\&B operations including products, orders, customers, invoices, and inventory through the Public API. Features 36 integrated tools with automatic token refresh, middleware chain support, and configurable presets for different access levels.

An integration tool that connects Claude AI with Odoo database, allowing users to explore Odoo models, search data, and create reports through natural language commands.

An MCP server for architectural CAD workflows in ZWCAD with non-uniform block scaling capabilities. It enables precise control over block dimensions for architectural elements like windows and doors.

An MCP server that recommends specific tools for tasks by learning from usage patterns and historical success rates. It enables users to register tool capabilities and provides ranked recommendations that adapt based on feedback and execution data.

Provides persistent AI agent memory using a local vector database for long-term semantic storage and short-term session scratchpads. It enables low-latency memory operations including search, storage, and bulk management without external cloud dependencies.

Enables interaction with Last.fm music data including searching for artists, albums, and tracks, accessing user listening history, and managing music preferences. Supports both read-only operations and authenticated write operations like scrobbling and loving tracks.

Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.

Real-time Solana token risk scoring, momentum signals, and graduation alerts via MCP. Free tier with 4 tools (no auth), PRO tier with 6 tools + batch analysis ($0.01/call via x402).

Real-time FDA food safety data: recalls, adverse events, analysis.

A server that enables control of Unreal Engine 5.5+ using natural language commands, allowing users to create Blueprints, manipulate actors, work with nodes, manage project settings, and create UMG widgets through the Model Context Protocol.

Enables AI assistants to interact with the Tripletex accounting API to manage time tracking, projects, and timesheet approvals through natural language. It also supports searching and managing outgoing invoices and processing supplier invoice approvals.

Visual MCP server manager for Claude Code

A code intelligence MCP server that implements a structured phase-gate workflow to give LLMs Cursor-like codebase understanding through semantic search, symbol analysis, and impact verification.

Provides tools for searching Sam's Club products, locating warehouse clubs, and accessing membership information using realistic mock data. It enables AI assistants to interact with product catalogs and store services for development and testing purposes.

Bridges the Model Context Protocol with Language Server Protocol to provide AI agents with persistent access to code intelligence features including navigation, diagnostics, refactoring, and completion across 7+ programming languages.

Production-grade MCP server for FreshBooks. 25 tools for invoices, clients, expenses, payments, time tracking, projects, estimates, and financial reports. OAuth2 with automatic token refresh.

A remote MCP server deployed on Vercel that allows Claude to manage Google Docs, supporting multi-user OAuth authentication and document operations via SSE transport.

MCP server for weather forecast and severe weather alerts in the US

Provides weather information for the United States through the Model Context Protocol. Enables users to query current weather conditions and forecasts for US locations.

Provides repository-scoped safe memory for AI coding agents with just-in-time verification against file changes to ensure facts remain accurate. It links memories to specific code citations and automatically marks them as stale if the underlying source code is modified or deleted.

A universal AI gateway for the Ethereum blockchain that enables smart contract deployment, token transfers, NFT minting, and DeFi operations using natural language across multiple AI platforms.