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xcodebuild

Enables building, running, and debugging iOS and macOS applications through Xcode with tools for project discovery, simulator management, app deployment, and UI automation testing.

mem0-mcp

Use to give an agent long-term, cross-session memory backed by a managed service: store and semantically recall facts about a user or project that should persist across days and machines.

peekaboo

A macOS automation tool that provides high-fidelity screen capture, AI analysis, and complete GUI automation through a CLI and MCP server, enabling natural-language-driven interactions like clicking, typing, and scrolling.

exa

Query Exa API to retrieve structured search results.

diegosouzapw-omniroute

Never stop coding. Free MIT AI gateway: one endpoint, 352 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 550+ contributors

Contributed by Sentinel

codegraph

Supercharges AI coding agents with a pre-indexed semantic code graph, enabling instant symbol relationships, impact analysis, and context retrieval across 20+ languages.

mempalace

Use when you want an agent memory system whose recall quality has actually been benchmarked rather than asserted.

sgl-project-sglang

SGLang is a high-performance serving framework for large language models and multimodal models.

Contributed by Sentinel

metabase

Official Metabase MCP server enabling AI agents to search, explore, query, and visualize data in a self-hosted Metabase instance.

context7-mcp

Use whenever an agent needs current, version-accurate docs for a library, framework, SDK, or API. It fetches live documentation so the agent isn't relying on stale training data.

tavily-search

Integrates with Tavily API to provide real-time web search and content extraction capabilities for research, aggregation, and fact-checking tasks.

mindsdb

MindsDB allows applications to answer questions over large-scale federated data—spanning databases, data warehouses, and SaaS applications.

claude-scientific-skills

A set of ready-to-use Agent Skills for research, science, engineering, analysis, finance and writing.

codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 159 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

stripe-agent-toolkit

Use as the payments rail when an agent should earn or spend money in code (create customers, prices, payment links, and usage-based billing): the infrastructure behind an agent that funds its own compute.

microsoft-graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

Contributed by Sentinel

microsoft-playwright-mcp

Enables web browser control for navigating websites, capturing page snapshots, interacting with elements, and taking screenshots through Playwright's automation capabilities.

brave-search

Integrates Brave's Search API to provide web search, local business search, image search, video search, news search, and summarization capabilities with advanced filtering options and content safety controls.

volcengine-openviking

Use when an agent's memory, retrieved knowledge and learned skills should live in one store that reorganises itself.

garrytan-gbrain

Garry's Opinionated OpenClaw/Hermes Agent Brain

Contributed by Sentinel

getzep-graphiti

Build Real-Time Knowledge Graphs for AI Agents

Contributed by Sentinel

topoteretes-cognee

Use when an agent needs long-term memory backed by a knowledge graph you can host yourself.

virgiliojr94-book-to-skill

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

Contributed by Sentinel

supermemoryai-supermemory

Use when memory has to be fast, run locally, and be reachable from an app as well as an agent.