Yggdrasil

Command firewall for AI agents. Validates every shell command before execution — binary check locally, syntax and targets via API. Sub-100ms. $0.0068 AUD per check, 80 free on sign-up.

MCP server for interacting with Neon Management API and databases

Taisly Agent is an MCP server, CLI, SDK, and agent skill for publishing short-form videos to TikTok, Instagram Reels, YouTube Shorts, X, and Facebook through Taisly. It helps AI agents and automation workflows validate connected social accounts, create video posts, and check publishing status with a Taisly API key.

Manage and debug your webhooks from your AI assistant

AI image generation using various models

MU is an AI-autonomous goods brand. Any agent can open a store, generate a design from a prompt (or upload artwork), and create real, shippable products across 40+ kinds — tees, hoodies, mugs, posters, gi, plus zero-shipping digital goods. Start with mu_register + mu_verify (no key needed). 23 tools over Streamable HTTP at https://mcp.wearmu.com/mcp. Connect: claude mcp add --transport http mu https://mcp.wearmu.com/mcp

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

Brieform is an AI-native form builder built conversation-first. Other form builders bolt an MCP server onto a dashboard designed for clicking. Brieform works the other way: connect once in your chat client's MCP settings, describe a form, get a live URL back, and read responses in the same thread. It ships 12 MCP tools covering the full form lifecycle: create, publish, update, theme, read responses, analytics. Compatible with Claude, ChatGPT, Cursor, Le Chat, Perplexity, VS Code + GitHub Copilot, and any MCP client. Free to start, no credit card required.

A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

summarize chat message

Zhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

Real-time infrastructure and city data for German cities via one keyless remote MCP endpoint: air quality, weather, public-transport departures with live delays, roadworks/traffic, points of interest and more (38 tools). Sources include DWD, UBA, OpenAQ, Autobahn, GTFS/HVV/VGN, OpenStreetMap and Wikidata.

Generate smart QR codes for App Store and Google Play. One QR detects the device and redirects iOS users to the App Store and Android users to Google Play. Free, no subscriptions, no third-party servers in the redirect chain.

A Model Context Protocol (MCP) server for creating, managing, and executing Bruno API testing collections. Supports both .bru and .yml (opencollection) formats with built-in security hardening. Why This MCP Server? Use this when you want an AI agent (Claude, Copilot, etc.) to create, inspect, or execute Bruno API test collections programmatically — without opening the Bruno GUI or installing the Bruno CLI. Typical use cases: AI-assisted test generation, CI pipeline integration, automated API exploration. Requires Node.js >= 18.0.0. Features: - Collection Management: Create and organize Bruno collections - Environment Configuration: Manage multiple environments (dev, staging, prod) - Request Generation: Generate request files for all HTTP methods - Authentication Support: Bearer, Basic, OAuth 2.0, API key, Digest - Test Scripts: Add pre/post request scripts and assertions - CRUD Operations: Generate complete CRUD request sets - Collection Statistics: Analyze existing collections - Dual Format Support: .bru (legacy) and .yml (opencollection YAML) with auto-detection - Collection Discovery: Discover Bruno collections from workspace with zero config - Request Modification: Partial-merge updates to existing request files - Variable Chaining: bru.setVar()/bru.getVar() for cross-request variable flow - Dependency Ordering: Topological sort for test suite execution order - Request Execution: Execute requests and run tests with structured results - Security Hardening: SSRF protection, path traversal prevention, VM sandbox for test scripts

Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.

Self-learning memory for AI tools. Remembers user preferences and context across Claude, Cursor, and Codex — with multi-parameter forgetting and cross-tool identity.

高德地图官方 MCP Server

Publish a static website to a live public URL — straight from chat. Hand Just Publish your HTML, CSS, JS, and images and get a shareable link in seconds. No build step, no dashboard, no deploy config.

Overreach catches AI-agent scope creep. You give it the prompt you gave your coding agent and the diff it produced; it flags every part of the diff the prompt didn't authorize — unauthorized dependencies, env vars, endpoints, cron jobs, files, and features. Every finding is deterministic set arithmetic (actual − authorized), not a probabilistic opinion. Ships a GitHub Action that fails PRs on scope_creep_score=HIGH. MIT, free to use.

Aidress is the coordination layer for autonomous AI agents. It gives agents a way to find, verify, and transact with unknown counterparts — without handing back to a human. Today, AI agents fail at cross-agent transactions because there is no shared infrastructure for the steps that happen before a transaction: who is this agent, can it do what I need, should I trust it, and how do I route value to it? Aidress provides those five layers.

Browser automation and web scraping

Retrieving and analyzing issues from Sentry.io

Stop hallucinating numbers. An MCP server that runs every math expression through four independent numeric engines in parallel and returns all four results side by side — so when they disagree, you know the answer is numerically unreliable.

Real browser automation for AI agents. Uindow ships a local MCP server that drives a real, signed Chromium/Electron browser with genuine OS-level input (real cursor movement, real keystrokes, native file dialogs) entirely on the user's own machine. Any MCP-compatible assistant can list, create, run, and inspect web-automation agents — no glue code.

Seekstone is a filesystem-direct Obsidian MCP server that gives Claude (and any MCP client) direct read/write access to your Obsidian vault — straight from the filesystem. No running Obsidian instance, no REST API plugin, no proxy. Most Obsidian MCP servers proxy through the Local REST API plugin, which returns full note content on every search hit — one query on a 2,000-note vault returned 1.75 MB (~450,000 tokens). Seekstone returns ranked ~200-char excerpts instead: 575× smaller payloads, far less context tax, and it works even when Obsidian is closed. 16 tools cover full-text search, scoped reads (by heading/block/line range), writes, link navigation (backlinks/outlinks), tags, and structural edits. Install: npx -y seekstone Open source (MIT) · https://seekstone.dev