Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

Give your AI agent eyes and hands on any desktop — cross-platform accessibility API with MCP server

One workspace all your AI agents can read and write. Encrypted client-side, model-agnostic, gone 24h after the last edit.

Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps

Bring Your Own Browser — let your AI agent use the Chrome you already have open

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.

Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to website traffic, user behavior, and performance data with schema discovery, server-side aggregation, and safe defaults that reduce data wrangling.

Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253

Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.

The open-source talent graph for humans and AI agents.

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

Native Safari browser automation for AI agents. 97 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.

Give your AI agent a wallet, email, phone number, and instant access to paid MCP tools — web search, image/video/music gen, X search, SMS, voice calls, code execution, and more. Works with Gemini CLI, Claude, and any MCP client.

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

A memory system using mem0 for AI applications. Enables long-term memory for AI agents as a drop-in MCP server.

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

A git-native, review-gated knowledge base for AI agents: they propose writes, you approve them. Every claim cites a source, every change is a diff in your repo. MCP + CLI.

Shared skills, safe for production.

Solana Model Context Protocol (MCP) Demo

An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.

MCP server for real-time world news — free, no API key required

Google Search Console MCP Server for Claude, Cursor, Windsurf and other MCP Clients