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Vetted Servers(8554)
SillyTavern-MCP-Server
by bmen25124
Manages and integrates external tools and AI models with SillyTavern using the MCP protocol, allowing dynamic execution of local scripts or communication with remote services.
Manages and integrates external tools and AI models with SillyTavern using the MCP protocol, allowing dynamic execution of local scripts or communication with remote services.
Setup Requirements
- ⚠️Requires manual modification of SillyTavern's config.yaml to enable server plugins.
- ⚠️MCP server configurations (commands, arguments, environment variables, URLs) must be manually defined in mcp_settings.json or via API, requiring user familiarity with command-line execution or network configuration.
- ⚠️Relies on external 'MCP servers' which are themselves executable files or network services that the user must acquire and trust.
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be-hapi
by la-rebelion
Installs a Command Line Interface (CLI) tool for API management, enabling users to interact with and serve APIs.
Installs a Command Line Interface (CLI) tool for API management, enabling users to interact with and serve APIs.
Setup Requirements
- ⚠️Requires write access to `/usr/local/bin` (typically root/sudo privileges for system-wide installation)
- ⚠️Requires `sha256sum` utility for checksum verification (standard on Linux, often available on macOS via Coreutils or similar)
- ⚠️Requires active internet connection to download binaries and version information from GitHub
Verified SafeView Analysis
viro
by micartey
JavaFX overlay doodle application for screen sharings and recordings, featuring an MCP endpoint for LLMs to programmatically draw and manipulate shapes.
JavaFX overlay doodle application for screen sharings and recordings, featuring an MCP endpoint for LLMs to programmatically draw and manipulate shapes.
Setup Requirements
- ⚠️Requires Java 17+ with JavaFX installed; direct installation can be tricky outside of a Nix environment.
- ⚠️LLM integration requires configuring an LLM client (e.g., gemini-cli) to connect to the local SSE endpoint at 'http://localhost:8099/mcp/sse'.
Verified SafeView Analysis
buerokratt-mcp
by IgorKrupenja
Provides an MCP (Model Context Protocol) server for sharing AI coding assistant rules specific to Bürokratt modules across various IDEs.
Provides an MCP (Model Context Protocol) server for sharing AI coding assistant rules specific to Bürokratt modules across various IDEs.
Setup Requirements
- ⚠️Requires Docker for easy setup and `pnpm` for local development.
- ⚠️GitHub API rate limits may be hit without a GITHUB_TOKEN environment variable when validating module names.
- ⚠️Front-end browser debugging and interaction for the Service Module requires a mandatory multi-step authentication process involving an external TIM login service to obtain a JWT cookie, which then needs to be programmatically set in the browser via `browser_evaluate`.
Verified SafeView Analysis
apps-sdk-template
by axite-ai
A lightweight, type-safe starter for building ChatGPT MCP apps with Next.js and Skybridge, featuring OAuth 2.1 authentication, optional Stripe subscription support, and Drizzle ORM with PostgreSQL.
A lightweight, type-safe starter for building ChatGPT MCP apps with Next.js and Skybridge, featuring OAuth 2.1 authentication, optional Stripe subscription support, and Drizzle ORM with PostgreSQL.
Setup Requirements
- ⚠️Requires PostgreSQL database setup and connection string (`DATABASE_URL`).
- ⚠️Requires a Redis instance for caching and rate limiting (`REDIS_URL`).
- ⚠️Authentication requires configuring `BETTER_AUTH_SECRET` and optionally Google OAuth credentials (`GOOGLE_CLIENT_ID`, `GOOGLE_CLIENT_SECRET`).
- ⚠️Stripe integration (for subscriptions) is optional but requires multiple Stripe API keys and price IDs if enabled (`ENABLE_SUBSCRIPTIONS`, `STRIPE_SECRET_KEY`, `STRIPE_WEBHOOK_SECRET`, `STRIPE_BASIC_PRICE_ID`, `STRIPE_PRO_PRICE_ID`, `STRIPE_ENTERPRISE_PRICE_ID`).
- ⚠️Designed for Next.js 15+ with App Router and Turbopack. Compatibility with older Next.js versions is not guaranteed.
Verified SafeView Analysis
mcp-raganything
by Kaiohz
Provides a FastAPI REST API and MCP server for Retrieval Augmented Generation (RAG) capabilities, integrating with the RAG-Anything and LightRAG libraries for multi-modal document processing and knowledge graph operations.
Provides a FastAPI REST API and MCP server for Retrieval Augmented Generation (RAG) capabilities, integrating with the RAG-Anything and LightRAG libraries for multi-modal document processing and knowledge graph operations.
Setup Requirements
- ⚠️Requires an OpenRouter API Key (Paid, essential for LLM functionality).
- ⚠️Docker & Docker Compose are required for the recommended setup (including PostgreSQL with pgvector/Apache AGE and the LightRAG Server).
- ⚠️Requires Python 3.13+.
- ⚠️The application relies on a separate `LightRAG Server` which itself may require an additional `LLM_BINDING_API_KEY`.
Review RequiredView Analysis
astah-pro-mcp
by takaakit
This local MCP server integrates AI agents with Astah Professional to facilitate UML modeling, diagram explanation, code generation, and diagram creation from sketches.
This local MCP server integrates AI agents with Astah Professional to facilitate UML modeling, diagram explanation, code generation, and diagram creation from sketches.
Setup Requirements
- ⚠️Astah Professional v11.0 or later is required.
- ⚠️AI clients must be configured to connect to `127.0.0.1` (not `localhost`) on specific ports (`8888` for full tools, `8889` for query-only).
- ⚠️The MCP server only operates with AI assistants/agents running on the same machine as Astah Professional (no remote AI agents).
- ⚠️A valid Astah license is required, and usage via AI assistants/agents must comply with Astah's terms of use.
- ⚠️If using Claude Desktop, Node.js v20 or later is required for the `mcp-remote` bridge.
Verified SafeView Analysis
SlotixMCP
by albertoferrazzoli
Manages Slotix appointments, clients, notifications, and business analytics through an AI assistant interface.
Manages Slotix appointments, clients, notifications, and business analytics through an AI assistant interface.
Setup Requirements
- ⚠️Requires an active Slotix account and API key.
- ⚠️Requires Python 3.10 or higher.
Verified SafeView Analysis
BrocadeICXMCP
by vespo92
Automates the management of Brocade ICX 6450 network switches via SSH CLI commands, integrating with AI agents through the Model Context Protocol.
Automates the management of Brocade ICX 6450 network switches via SSH CLI commands, integrating with AI agents through the Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires SSH access and credentials to a Brocade ICX 6450 switch.
- ⚠️Required environment variables (BROCADE_HOST, BROCADE_USERNAME, BROCADE_PASSWORD) must be configured.
Verified SafeView Analysis
osmmcp
by NERVsystems
Enables LLMs to interact with OpenStreetMap data through a rich set of geospatial tools, including geocoding, routing, and points of interest search.
Enables LLMs to interact with OpenStreetMap data through a rich set of geospatial tools, including geocoding, routing, and points of interest search.
Setup Requirements
- ⚠️Requires Go 1.24 or higher for building and running.
- ⚠️Full functionality for LLM integration requires an MCP-compatible client, such as Claude Desktop Client, to interact with the server's tools.
- ⚠️Relies on public OpenStreetMap APIs (Nominatim, Overpass API, OSRM) which, while not requiring API keys, are subject to rate limits and usage policies that can impact performance if exceeded.
Verified SafeView Analysis
mcp-servers
by Xyber-Labs
Provides an MCP server for Qdrant vector database integration, enabling AI agents to perform semantic search, store documents, and manage collections with advanced multi-tenant filtering capabilities.
Provides an MCP server for Qdrant vector database integration, enabling AI agents to perform semantic search, store documents, and manage collections with advanced multi-tenant filtering capabilities.
Setup Requirements
- ⚠️Requires a running Qdrant instance (local or cloud) for operation.
- ⚠️Python 3.12+ is required.
- ⚠️Qdrant API key (`QDRANT_API_KEY`) might be required depending on your Qdrant instance's security configuration.
Verified SafeView Analysis
amap-mcp-server
by JavaAIDev
Provides a server that exposes Amap's various geographical and location-based services as tools, designed for integration with Model Context Protocol (MCP) clients.
Provides a server that exposes Amap's various geographical and location-based services as tools, designed for integration with Model Context Protocol (MCP) clients.
Setup Requirements
- ⚠️Requires an Amap API Key, set via the AMAP_API_KEY environment variable.
- ⚠️Requires Java 11 to run the JAR file directly.
- ⚠️Using the container image option requires Docker to be installed and running.