Packages

qBittorrent is a BitTorrent client (UI + API) for managing torrent downloads/uploads. The package typically refers to running qBittorrent and interacting with its Web UI/API to add torrents, monitor status, and control sessions.

ragflow-mcp-server-aider is an MCP server wrapper for RAGFlow, intended to expose RAGFlow capabilities (e.g., retrieval/knowledge-base style operations) to an MCP-capable agent such as Aider. The name suggests it is specifically packaged for agent workflows rather than a public REST API product.

scrapy-mcp-server is an MCP server intended to help AI assistants inspect and debug Scrapy spiders and automatically generate fixes when scraping breaks (e.g., selector changes, A/B layout variants, and anti-bot changes). The README frames a workflow where monitoring/CI triggers the MCP-based debugging and produces a pull request with updated spider logic.

Senzing API Server package that exposes Senzing data/entity resolution capabilities over a network interface (providing endpoints to manage ingestion and query entities/records, backed by Senzing configuration and databases).

tika-server is a server application that exposes Apache Tika’s document parsing and text/extracted-content capabilities over a network interface, enabling clients to upload documents and receive extracted text/metadata (e.g., for indexing or content pipelines).

unirt.amplify-doc-mcp-server appears to provide an MCP server that exposes “Amplify docs” related content/operations to an AI agent. This package is intended to be used through an MCP-compatible host so the agent can query or retrieve Amplify documentation resources in a tool-call workflow.

A community MCP server package intended to be run as an MCP (Model Context Protocol) server, exposing tools to an MCP-capable agent. This evaluation is limited because no README/repo metadata or manifest content was provided to verify what tools it implements, configuration options, or operational behavior.

Provides a Zed editor MCP (Model Context Protocol) server extension that wraps the external 2slides-mcp MCP server, exposing tools to generate slide decks and to query available themes and job status/results.

Provides a Zed Editor context server/extension that exposes the ask-starknet MCP server tools inside Zed, letting an AI assistant query Starknet blockchain data and (optionally) deploy/interact with smart contracts using configured RPC and LLM provider keys.

An MCP (Model Context Protocol) server that exposes LLM-callable capabilities to track Bitcoin prices by calling the CoinGecko API (api.coingecko.com/api/v3).

gorse-server is the server component for Gorse, an open-source recommendation system. It typically provides APIs and serves recommendation results (and related indexing/training workflows) backed by a datastore.

human-skill-tree is an open-source “skill tree” that provides a curated set of AI agent skills (prompt/config templates) to transform general chat/code assistants into structured, cognitive-science-inspired learning companions (e.g., Socratic tutoring, active recall, spaced repetition). It also includes a web demo/classroom app built with Next.js + Vercel AI SDK + Supabase.

mcp-filesystem-server is a Go implementation of an MCP (Model Context Protocol) server that exposes filesystem access to an MCP-capable client (e.g., Claude Desktop) with a configured allowlist of directories.

An MCP server that performs retrieval over AWS Knowledge Bases (KB) and returns relevant knowledge-base content to an MCP-capable agent/tooling workflow.

MySQL is a relational database management system (RDBMS). It provides SQL access to store, query, and manage structured data using a client/server model.

MCP server wrapper for PortOne (portone-mcp-server), exposing PortOne-related functionality to AI agents via the Model Context Protocol.

rabbitmq-mcp-server is an MCP (Model Context Protocol) server that exposes RabbitMQ capabilities to AI agents, enabling the agent to interact with RabbitMQ resources (e.g., publish/consume/inspect depending on what the server implements).

An MCP server package that exposes RagFlow-related capabilities to MCP-compatible AI agents, allowing agents to query or interact with RAG/RagFlow functionality via the MCP protocol.

seahorse-mcp-server is an MCP (Model Context Protocol) server package intended to expose Seafile/Seahorse-related functionality to AI agents via MCP tool calls. It acts as an intermediary that provides structured tool interfaces for agent workflows.

MCP server package that exposes ShipBoss-related functionality to an AI agent via the Model Context Protocol (MCP).