MCP Servers, Tools and Agent Skills
Model Context Protocol servers and gateways that give AI agents tools, plus skill packs that teach coding agents a workflow.
735Updated 5 months agoMIT
Web#Human approval#Hybrid search#Knowledge graphs
SwarmVault is a self-hosted knowledge base for people organizing research, notes or code documentation for themselves and AI agents. It turns collected sources into a persistent Markdown wiki with connections you can inspect.
204Updated 2 weeks agoMIT
macOS · Linux#Distributed execution#Guardrails#Human approval
claudectl manages multiple Claude Code sessions for developers who need to track parallel work and intervene when an agent gets stuck. Its terminal dashboard brings session activity, approvals and spending into one view.
2.5KUpdated 3 weeks agoAGPL-3.0
macOS · Windows · Web#Code execution#MCP#Multimodal input
PenEcho is a visual workspace for people working through ideas with handwritten notes, equations and sketches. AI uses the canvas as context and places answers or interactive results beside your work.
96.5KUpdated 1 day ago
macOS · Windows · Linux · Docker · Web#Batch processing#MCP#Multilingual
Stirling PDF is a PDF workspace for editing individual documents and automating larger document workflows. It runs through a browser on your own server, with Docker deployment, or as a desktop application for Windows, macOS and Linux.
4.7KUpdated 3 days agoApache-2.0
Docker · Web#Hybrid search#MCP#Multi-agent workflows
OpenRAG is a self-hosted platform for searching documents and asking questions about them through an AI chat interface. It brings Langflow, OpenSearch, and Docling together for developers and teams that want a document knowledge base with control over its retrieval workflows. It's open source under Apache 2.0 and supports self-managed deployment with Docker or Podman.
30.5KUpdated 1 day agoAGPL-3.0
iOS · Android · Docker · Web · Browser Extension#MCP#Multi-user access#Ollama integration
Karakeep is a bookmark manager for people collecting articles, notes, images and PDFs for later use. It keeps saved material searchable and can preserve pages after their original links disappear.
60.9KUpdated 1 day agoMIT
macOS · Windows · Linux · Docker · Web#Git integration#Hybrid search#llama.cpp backend
Hindsight is a memory system for developers whose AI agents need to carry facts and experience across sessions. It combines stored memories into observations and maintains answers to recurring questions as more information arrives.
632Updated 4 months agoMIT
Windows#Agent Skills#Guardrails#Human approval
Codex Orchestration is a plugin for developers who want different models to plan, review, design and implement a coding task. It runs locally, but its Claude and Kimi K3 routes require authentication and send task content to cloud services.
9.1KUpdated 1 day agoMIT
macOS · Windows · Linux · VS Code · JetBrains#Agent Skills#Guardrails#Human approval
Anti Slop is a set of skills for developers who want AI coding agents to avoid generic interfaces and filler copy. It checks the agent's work while leaving visual direction to you.
38.2KUpdated 1 day agoMIT
Web#Agent Skills#Code execution#LLM tracing
Vibe-Trading is an installed Python research app with terminal and web interfaces for traders and analysts testing strategies or reviewing trades. The workspace runs on your machine, but its AI requests go to OpenRouter by default. Research also fetches external market data and web content.
3.7KUpdated 3 weeks agoApache-2.0
#Agent Skills#Code execution#Context compression
Acontext gives AI agents reusable memory from past tasks. It's for developers who want agents to retain successful approaches, mistakes, and user preferences in files they can inspect and correct.
498Updated 3 weeks agoMIT
Browser Extension#Agent Skills#Browser automation#Code execution
Browser Control lets trusted coding agents work in the Chromium-family browser you already use. It's for developers who want browser automation to use their existing accounts and extensions.
2.8KUpdated 3 days agoMIT
Docker · Web#MCP#Multi-user access#Single sign-on
MetaMCP is a self-hosted MCP gateway for developers and teams connecting AI clients to multiple tool servers. It lets you manage the tool collections those clients receive through shared endpoints.