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Enterprise-grade MCP Server for AI Agent Framework

Self-healing browser QA: natural-language scenarios verified by an AI agent, replayed deterministically in CI

MCP server for frontend project detection, dev server management, preview workflow, and browser automation. Includes click, fill, navigate, screenshot, and inspect tools for comprehensive frontend testing and automation.

Clean-room, open-source browser automation for AI agents — drive your real Chrome (real logins) across multiple profiles IN PARALLEL. A lightweight Node daemon + MV3 extension, no closed-source dependency.

MCP server for @vymalo/opencode-browser — exposes the browser_* tools (open, click, type, scroll, screenshot, snapshot, …) over the Model Context Protocol so any MCP client (Claude Code, Cursor, Cline, …) can drive the companion browser extension. Hosts t

Enables web search and web fetch operations using Ollama's hosted APIs, allowing MCP clients to search the web and retrieve page content.

Security-hardened MCP server that gives AI assistants full control over your real browser session, supporting 36 tools for navigation, data extraction, monitoring, and more.

Enables sending LINE messages (push, multicast, broadcast), retrieving user profiles, checking quotas, and sending flex messages via Claude using the LINE Messaging API.

A lightweight MCP server that provides offline text-to-speech via native OS speech engines. It allows AI assistants to speak task summaries instantly with no network calls.

An MCP server that generates MP4 b-roll videos from scene specs, enabling AI agents to create branded overlays for short-form video without After Effects.

Enables natural language management of the full ML lifecycle including experiments, model registration, deployment, and pipeline orchestration through a conversational agent.

Enables searching, retrieving, creating, and updating K-POP wiki pages (artists, albums, terms) via MCP tools.

An MCP-based memory layer for autonomous agents that provides observation, memory recall, and dreaming capabilities. It enables AI clients like Claude Code and Codex to store and search structured memories via a unified interface.

Evaluates on-chain risk for Pharos agents before executing transactions, providing verdicts (safe/caution/dangerous) and risk-bounded execution plans via Foundry cast reads.

📄 Professional MCP server for converting 29+ file formats to Markdown - Perfect for Claude Desktop and AI workflows!

Not a framework. A file format for agent-to-agent handoffs — provenance, parallel safety, and human visibility by design. Model-agnostic. Framework-agnostic. Open spec, MPL-2.0.

Adapt-first playbook: help any Claude model pick up Fable's effective work habits by auditing your own harness. miss you, fable 🤍

MCP server connecting your AI coding assistant (Claude, Cursor, Codex) to jujugrowth — pull recommendations and apply them in your repo.

Compiler-aware kernel code graph engine — MCP tool service

Stdio MCP server for managing recommended.by lists from agents like OpenClaw, Codex, Claude, and Cursor.