SkillAvatars
Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.
Start Better
MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.
Scenes
Stacks
Popular tags
Showing 24 of 10067 MCP tools
🔬 Harness Vibe Research with Self-evolving AI Scientists
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative.
Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.
An Agentic Framework for Reflective PowerPoint Generation
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
Agent OS: Stop prompting. Start specifying.
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
A full-featured and easy-to-use web framework with the Rust programming language.
Fast and streamable Excalidraw MCP App
Bulk port forwarding Kubernetes services for local development.
Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.
SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.
Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
Open-source backend-as-a-service. Postgres, auth, storage, functions, AI gateway, MCP.
The Unofficial and Awesome Home Assistant MCP Server
Model Context Protocol(MCP) 编程极速入门