"Ring" matching MCP servers:

OS keychain secrets for AI coding agents, over MCP. Anchors credentials to the native vault (macOS Keychain, Linux Secret Service, Windows Credential Vault) and exposes them through 44 policy-governed tools: per-environment values, TTL, linked rotation, encrypted transfer bundles, redacted exec, and a tamper-evident audit log. Local-first, no cloud account.

An MCP server for Claude Code that shows always-on-top notification popups with sound when tasks complete, with OS-native notification fallback.

Domain search that returns only .com names verified available to register, checked live against the Verisign RDAP registry, not AI guess lists.

Jinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files complete with metadata, overcoming the limitations and inefficiencies of reading files one by one. The philosophy behind this tool is that LLM context wi

Establishes feedback-oriented development workflows with dual Web UI and Desktop interfaces, enabling AI to confirm with users before actions and consolidate multiple tool calls into a single feedback request.

Wraps bondex.app's public job board API/RSS into standard MCP tools so any agent host can run keyword, location, remote, and date-filtered job searches and fetch individual posting details. Read-only and host-neutral, it returns structured listings with titles, companies, locations, apply links, and publication dates.

Enables MCP hosts to search and fetch job postings from hired3.com through read-only search_jobs and get_job tools. Supports keyword and soft location filtering, remote preference, posted-after dates, and limited result counts.

Enables AI clients to control local Ansys HFSS for modeling FSS, metasurfaces, and periodic structures, including periodic boundaries, Floquet ports, geometry transforms, arrays, simulation setups, and results export.

Provides LLM-optimized tools for advanced code analysis, repository complexity evaluation, and call graph generation. It enables users to visualize directory structures, detect code patterns, and build semantic context with significant token savings.

Terminal MCP server for AI coding agents with persistent PTY sessions, ring-buffer incremental reads, headless xterm screen capture, multi-agent orchestration, and a real-time web dashboard.

A local MCP server that breaks on demand, allowing you to test your client against auth failures, disappearing tools, flaky responses, and token expiry from a web UI.

A local MCP server that parses Robot Framework output.xml files, scores and groups failures, and exposes structured triage data to Claude Desktop and Claude Code.

An experimental MCP server demonstrating remote calls via FastAPI, supporting ping-pong commands through API endpoints and SSE transport.

Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyze changes between branches in a repository.

Enables AI agents to request human input through native macOS dialogs for clarifying questions and user interactions.

A Node.js MCP server that gives Claude Code direct access to file operations, database queries, PHP execution, SFTP deployment, and over 60 specialized tools for development and debugging.

Enables AI assistants to directly read and write Google Apps Script projects, manage versions and deployments, inspect execution logs and failures, and run functions through natural language, with user-owned OAuth authorization and self-hosted deployment.

MCP server for macOS native notifications with 67 AI brand icons and system sound support, enabling AI agents to send desktop notifications via one-line tool calls.

A minimal FastMCP server template for quick deployment to Render with streamable HTTP transport. Provides a foundation for building custom MCP servers with easy local development and one-click deployment capabilities.

Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through natural language conversation. Monitor thousands of tenant instances, track AI agent performance, handle errors, manage billing, and provision new tenants directly through Claude Desktop.