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This MCP server enables AI models to analyze local Python codebases using abstract syntax trees, providing tools for file structure analysis, symbol search, import graphing, docstring auditing, and refactoring prompts without loading entire source files into context.

MCP server for LeadDelta — manage LinkedIn connections and CRM data via AI assistants.

Control WiiM audio devices (play, pause, stop, next, prev, volume, mute, play URLs, presets)

Knowledge graph operations via Graphiti API.

A management tool for Alibaba Cloud Message Service (MNS) implemented through the MCP framework, allowing users to create, delete, send messages to, and receive messages from MNS queues through MCP Host configuration.

A local stdio MCP bridge for managing n8n from Hermes Agent, exposing tools to check health, list/inspect workflows, view executions, and activate/deactivate workflows securely without exposing n8n over the network.

Enables users to manage package deliveries through the Parcel.app tracking API. It allows AI clients to list active or recent deliveries and add new packages directly to a Parcel account using tracking numbers and carrier codes.

MCP server giving coding agents one entry point for projects and tasks — plain markdown as the single source of truth

Query weather data and forecasts for farm fields via the Agronomy module.

Enables automated security code auditing using LLM and MCP, including AST parsing, taint analysis, dataflow tracing, and automated PoC generation for multi-language codebases.

Hosted remote MCP server for WeInc (we.inc), the AI website builder. Manage projects, publishing, custom domains, and previews from Claude, Cursor, or any MCP client - nothing to install.

Read-only access to Auralogs production logs: search logs, inspect errors, review AI analyses.

Local-first MCP server for querying multi-repo engineering documentation artifacts from a SQLite corpus.

🤖 The AI-native unstyled primitives framework, Compound component, Zero CSS

mcp-toolkittest

Enables AI agents to manage Shopify stores via natural language, with tools for products, orders, inventory, customers, and analytics.

Unity MCP Test Loop public documentation modeled after the MiroFish docs pattern.

Enables product comparison and analysis for any MCP-compatible AI assistant, with tools like compare_products and list_products.

AI agents for Laravel: an agent engine and an MCP server sharing one tool list, built on laravel/ai and laravel/mcp. The engine behind Filament Agents; runs without Filament.

HSM-backed vault for agent secrets; store, rotate, share securely.