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Vetted Servers(8554)
filopastry
by youwenshao
AI-powered live coding music generation using Strudel.cc, enabling agents to compose, manipulate, and analyze algorithmic music across various genres.
AI-powered live coding music generation using Strudel.cc, enabling agents to compose, manipulate, and analyze algorithmic music across various genres.
Setup Requirements
- ⚠️Requires Node.js 18.0.0+ and npm 9.0.0+.
- ⚠️Requires local installation of Chromium browser (automatically installed by Playwright, but manual `npx playwright install chromium` might be needed if issues arise).
- ⚠️Full AI functionality relies on a DeepSeek API Key (paid service) which must be set as a `DEEPSEEK_API_KEY` environment variable. Without it, AI features fall back to static pattern generation.
- ⚠️The default configuration runs the browser in non-headless mode (`"headless": false` in `config.json`), which will open a browser window on server startup. For server deployments, `headless: true` is recommended.
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deskcloud-mcp
by puntorigen
An open-source Model Context Protocol (MCP) server that provides AI-controlled virtual desktops with real-time streaming and VNC access.
An open-source Model Context Protocol (MCP) server that provides AI-controlled virtual desktops with real-time streaming and VNC access.
Setup Requirements
- ⚠️Requires an Anthropic API Key (Paid) for agent functionality.
- ⚠️Docker and Docker Compose are required for easy setup and full functionality (X11, VNC, OverlayFS).
- ⚠️Docker containers must be run with `cap_add: [SYS_ADMIN]` and `security_opt: [apparmor:unconfined]` to enable OverlayFS-based filesystem isolation.
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contextive-mcp-server
by BjornMelin
A TypeScript-based Model Context Protocol (MCP) server designed to orchestrate and expose multi-provider AI models and composable workflows as lean, token-efficient tools for AI clients and agent frameworks.
A TypeScript-based Model Context Protocol (MCP) server designed to orchestrate and expose multi-provider AI models and composable workflows as lean, token-efficient tools for AI clients and agent frameworks.
Setup Requirements
- ⚠️Requires Node.js version 22 or higher.
- ⚠️API keys (e.g., OPENAI_API_KEY) must be provided as environment variables if corresponding providers are enabled in contextive.config.json.
- ⚠️Configuring "server.mode": "http" will result in an error as HTTP mode is not yet implemented.
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healthcare-mcp
by openpharma-org
A Model Context Protocol (MCP) server providing comprehensive access to CMS Medicare data for AI assistants and applications to search and analyze Medicare payment, utilization, and coverage information.
A Model Context Protocol (MCP) server providing comprehensive access to CMS Medicare data for AI assistants and applications to search and analyze Medicare payment, utilization, and coverage information.
Setup Requirements
- ⚠️Requires local data files (data/formulary/* and data/asp/*) to be downloaded and kept up-to-date for formulary and ASP pricing methods. These files are typically updated via GitHub Actions.
- ⚠️Requires Node.js version 16 or higher.
- ⚠️Requires a TypeScript build step (tsc) to compile the source code into JavaScript before execution.
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any-api-mcp
by ryddle
Enables AI assistants to interact with any API described by an OpenAPI v3 specification by dynamically converting API endpoints into MCP tools.
Enables AI assistants to interact with any API described by an OpenAPI v3 specification by dynamically converting API endpoints into MCP tools.
Setup Requirements
- ⚠️Requires Node.js v16 or higher.
- ⚠️Requires a network-accessible target API for integration.
- ⚠️Requires a valid OpenAPI v3 specification file (JSON or YAML) for the target API.
- ⚠️Proper configuration of the target API's authentication method (via config file or environment variables) is critical for functionality.
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mcp-server
by parfaitBashombe
Enables AI assistants to read, understand, and modify codebases safely and efficiently via the Model Context Protocol (MCP).
Enables AI assistants to read, understand, and modify codebases safely and efficiently via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️The WORKSPACE_PATH environment variable is optional but critical for defining the AI's access scope; it defaults to the current working directory if not set.
- ⚠️When integrating with tools like Claude Desktop, absolute paths are required for the server command and WORKSPACE_PATH configuration.
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aplaceforallmystuff.github.io
by aplaceforallmystuff
Hosts a simple static GitHub Pages site for redirection or as a landing page.
Hosts a simple static GitHub Pages site for redirection or as a landing page.
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profitelligence-mcp-server
by profitelligence
Provides financial intelligence for AI agents, including insider trading, SEC filings, economic indicators, and multi-signal analysis.
Provides financial intelligence for AI agents, including insider trading, SEC filings, economic indicators, and multi-signal analysis.
Setup Requirements
- ⚠️Requires a Profitelligence API key (or OAuth authentication) which can be obtained by signing up at profitelligence.com.
- ⚠️Requires Python 3.11+ for local development and execution.
- ⚠️For Claude Desktop OAuth, specific callback URLs must be added to the Google OAuth console for the integration to function correctly. Self-hosting with OAuth requires additional Firebase and Google OAuth client configuration.
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pptx-mcp
by gtonic
The PowerPoint MCP Server provides a professional, AI-friendly API for programmatically creating, manipulating, and styling Microsoft PowerPoint presentations, supporting advanced features like charts, tables, text auto-fit, and vector diagram rendering from text-based DSLs.
The PowerPoint MCP Server provides a professional, AI-friendly API for programmatically creating, manipulating, and styling Microsoft PowerPoint presentations, supporting advanced features like charts, tables, text auto-fit, and vector diagram rendering from text-based DSLs.
Setup Requirements
- ⚠️Docker is implicitly required for the intended, containerized setup defined in `mcp.json`.
- ⚠️File paths for opening/saving presentations and adding images are expected to reside within a `/data` directory (either a mounted volume in Docker or a local subdirectory when running natively), restricting access to arbitrary host paths.
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claude-marketplace
by michellepellon
Enables coding agents to perform safe, codebase-wide refactoring and understand code semantically through symbol-level operations.
Enables coding agents to perform safe, codebase-wide refactoring and understand code semantically through symbol-level operations.
Setup Requirements
- ⚠️Requires an external Serena MCP server to be installed and configured separately from this plugin.
- ⚠️The installation process and specific dependencies for the Serena server are not detailed in the provided documentation.
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restapi_mcp_server
by rahgadda
Enable LLMs to perform REST API calls by providing a Model Context Protocol (MCP) server that orchestrates HTTP requests and manages session/environment variables.
Enable LLMs to perform REST API calls by providing a Model Context Protocol (MCP) server that orchestrates HTTP requests and manages session/environment variables.
Setup Requirements
- ⚠️Requires Docker to run the server as per the official installation method (`start.sh`).
- ⚠️Requires Python 3.11 or higher.
- ⚠️Persistence for environment variables and transactions uses local CSV files, which is not suitable for high-availability or multi-instance deployments.
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mcp-cooking-recipes-server-example
by michaelgruczel
An MCP server example for cooking recipe search and retrieval using a vector database (ChromaDB) and a relational database (PostgreSQL).
An MCP server example for cooking recipe search and retrieval using a vector database (ChromaDB) and a relational database (PostgreSQL).
Setup Requirements
- ⚠️Requires manual download and placement of 'RAW_recipes.csv' from Kaggle.
- ⚠️Requires Python 3.13 or newer due to `pyproject.toml` specification.
- ⚠️Requires Docker to run the PostgreSQL and ChromaDB containers.