MCP server for AI agents to collect user input via dynamic web forms. Just provide field names, AI generates the UI. Supports SSE transport, Docker deployment, and OpenAI Agents SDK guardrails/tracing. Best for agentic workflows needing real user data.

Free, self-hosted Docker manager: deploy Compose stacks and manage containers across many hosts, with agents that work behind NAT. Web UI, CLI and MCP server. MIT-licensed Portainer alternative.

Declarative service registry, web UI and MCP server for orchestrating Docker services across heterogeneous hosts

Self-hosted YouTube transcript to Markdown converter with web UI, CLI and an MCP server for Claude. Docker, amd64/arm64.

Privacy-first, self-hosted PDF toolkit with a built-in MCP server. Merge, compress, and OCR documents (including Russian) through a web UI or AI agents. One Docker container.

Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker command.

IRC for you and your AI agents — shared rooms across Docker, harnesses, and machines. Single Go binary with MCP, HTTP/CLI, and a web UI.

LangGraph agent with Docker-based sandboxed code execution (Python, Node.js, R). Hardened containers with persistent kernels, vision support, provider-agnostic LLMs, cross-session file transfer, and session GC. Available as CLI, MCP server, REST API (Aegra), and Streamlit UI.

An AI-powered course assistant using MCP, a local Llama 3.2 1B LLM via Docker, RAG for doc retrieval, and a Streamlit UI. It features local tool calling (RAG/web search) managed via `uv`.

**Persistent memory for AI agents that you can actually read.** Kybase stores what your agent learns as plain Markdown notes with `[[wikilinks]]`, searched by keyword and by meaning. It runs locally: notes live in an embedded Postgres on your machine (`~/.kybase`), with no Docker, no server and no account. **What your agent gets (18 tools)** - **Search** — `search_notes`: hybrid keyword + semantic search that returns the section each excerpt came from - **Read** — `get_note` (whole, windowed or one section), `list_notes`, `list_tags`, `list_folders`, `indexing_status` - **Write safely** — `create_note`, `append_to_note`, `replace_in_note`, `update_note` with conflict protection, `delete_note` / `restore_note` (trash) - **Link** — `get_backlinks`, `get_neighbors`, `get_graph` over the wikilink graph - **Organize** — `create_folder`, `update_folder`, `delete_folder` **Setup** Keyword search works right away. For search by meaning, pick an embedding provider in the settings: local **Ollama** (`ollama pull embeddinggemma`) keeps everything on your machine; **Google** or **OpenAI** need an API key and send note text to that provider. **Your data stays yours** `kybase-mcp export vault.zip` writes every note out as plain Markdown, folders as directories, readable in any editor, Obsidian included. **Want a UI?** The full Kybase app adds a web editor, a knowledge-graph view, share links, and one memory shared by Claude Code, claude.ai and Cursor: [github.com/Kyrzin/kybase](https://github.com/Kyrzin/kybase) Open source, AGPL-3.0.

Manage containers on docker, podman, compose, and docker swarm through an MCP Server for Agentic AI

An open-source, AI-native Kubernetes panel — full multi-cluster management via a Vue 3 + Node gateway, with a built-in Agent workbench and MCP server that lets LLMs read, write, and operate your cluster.

Convert Figma design to code with the official Flowbite MCP server

Open-source team chat where agents are members, not widgets. Self-hosted, Slack-familiar, MIT.

A growing collection of developer utility tools — available as a CLI, REST API, and MCP server, all powered by a single .NET library.

Self-hosted proxy configuration workbench for aggregating subscriptions, probing nodes, and generating Mihomo, sing-box, and Shadowrocket configs.

The MCP Coordinator is a self-optimizing orchestrator that bridges the gap between high-level human intent and low-level system execution. It is characterized by its ability to learn (skills), scale (recursion), adapt (discovery), and reflect (RAA).

Open-source self-hosted cloud storage with web UI, CLI and MCP server

Search 1C BSL code templates with semantic search, MCP tools, and a Monaco-based CRUD web UI.

An MCP server that automatically fixes broken Selenium test locators when UI changes occur, reducing test maintenance overhead.

MCP-сервер с семантическим поиском по шаблонам кода 1С (BSL). 2200+ шаблонов, CRUD веб-UI с Monaco Editor, ChromaDB + embeddings.

Self-hosted, automated data broker removal tool (Incogni & DeleteMe alternative). Dispatches GDPR/CCPA requests from your own mailbox with a built-in Web UI, MCP server, and scheduler.

Lightweight self-hosted web UI for AWS S3, MinIO, R2 and any S3-compatible storage. Multi-account, granular access control, built-in MCP server for AI agents

SCPA Governance Center: a deployable control plane that provides governed, scoped service context to AI agents through MCP, REST APIs, portal UI, schema validation, CI gates, and OPA policies.

Semantic search over your own code, documents and git history, for coding agents over MCP. One container on your machine: local embeddings with Ollama, hybrid search with Qdrant, and a web UI.

Self-hosted game journal your AI agents can read and write. Track played, dropped and passed-on games, ratings, likes, and on-and-off play across years. MCP server + REST API + web UI in one container with SQLite.

Self-hosted knowledge base that Claude keeps up to date: an MCP server and web UI over git-backed markdown wiki pages (Open Knowledge Format), with semantic search, guardrails and per-user OIDC sign-in.

Jakub's MCP Tools — MCP server + web dashboard that lets AI agents manage infrastructure via SSH, SCP, and log tailing. Register machines, services, and SSH keys through the browser UI or MCP tools — all backed by a single SQLite