"Ray" matching MCP servers:

MCP Server for Raygun's API V3 endpoints for interacting with your Crash Reporting and Real User Monitoring applications. This server provides comprehensive access to Raygun's API features through the Model Context Protocol.

Bridges locally installed Raycast extensions to any MCP-compatible client via stdio or HTTP. It enables headless execution of extension logic by shimming UI components and leveraging existing OAuth tokens.

Enables command palette argument parsing and deep-link shortcut dispatch for Raycast/Alfred, allowing developers to route command invocations and execute keyboard-first productivity workflows through MCP.

Enables parsing command palette arguments and dispatching deep-link shortcuts for Raycast and Alfred workflows, with deterministic execution and structured telemetry via MCP.

Provides AI assistants with progressive code intelligence to explore repository structure, find symbols, and assess the impact of changes using ast-grep.

MCP server for business-day arithmetic with country-aware holiday calendars. It offers tools to check, calculate, and list business days and holidays for over 60 countries.

Enables AI assistants to understand and navigate codebases through structural analysis. Provides code mapping, symbol search, and impact analysis using ast-grep for accurate parsing of Python, JavaScript, TypeScript, and Go projects.

MCP server that migrates SAP Module Pool programs to RAP applications interactively, using AI and SAP ADT REST APIs with human approval at each step.

Speeds up coding agents by predicting and pre-executing upcoming tool calls, then safely returning validated cached results to eliminate wait time.

Enables AI coding agents to preflight SQL, NoSQL, graph, warehouse, and vector queries against real schemas or pasted DDL, estimating cost/risk, suggesting verified rewrites, and explaining plans before execution. It supports 12 database engines and catches costly query patterns without running the query.

Universal CLI and MCP server providing unified payment links, customer prefilling, expiring checkouts, refund management, fee comparison, and HMAC-verified webhook proxying across Stripe, Razorpay, and LemonSqueezy.

Enables querying LlamaCloud document indices using retrieval-augmented generation, providing intelligent answers with sources directly in Cursor IDE.

Enables running a minimal MCP server over stdio that manually implements JSON-RPC, exposing an add tool so users can observe the handshake, tool listing, and tool call cycle without the official SDK.

Enables generation and validation of Xray-core proxy configurations using natural language. Supports VLESS, VMess, Trojan, and Shadowsocks protocols with automatic key generation and multiple transport/security options including REALITY.

Enables parallel AI coding agents to claim files atomically, detect and prevent workspace collisions, and receive deterministic zero-latency safety verdicts on destructive shell commands without any network egress. It also provides autonomous wave dispatch, worker recovery, and completion verification for multi-agent workflows via a shared coordination board.

Enables AI assistants to handle WeChat Pay V3 and Alipay signing, order creation, and callback verification locally without touching funds.

Enables AI assistants to manage Cloudflare resources through natural language, including DNS records, zone management, Workers KV storage, cache purging, and analytics. Supports comprehensive Cloudflare operations with secure API token authentication.

A TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.

Enables calculating the character count of a string through a single MCP tool over stdio.

Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama for embeddings and ChromaDB for vector storage. It enables users to ingest and perform semantic searches across PDF, Markdown, and TXT documents within MCP-compatible clients.