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Vetted Servers(8554)
meshy-ai-mcp-server
by pasie15
This server acts as a Model Context Protocol (MCP) wrapper for the Meshy AI API, enabling MCP clients to interact with Meshy's generative 3D tools for tasks like text-to-3D, image-to-3D, texturing, rigging, and animation.
This server acts as a Model Context Protocol (MCP) wrapper for the Meshy AI API, enabling MCP clients to interact with Meshy's generative 3D tools for tasks like text-to-3D, image-to-3D, texturing, rigging, and animation.
Setup Requirements
- ⚠️Requires a Meshy AI API Key (obtained from Meshy Dashboard).
- ⚠️Requires a Node.js runtime (version 18 or higher).
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finance-mcp
by FlowLLM-AI
Finance MCP is an intelligent agent toolkit and MCP server designed for financial research scenarios, leveraging LLMs for deep research, web scraping, and data analysis.
Finance MCP is an intelligent agent toolkit and MCP server designed for financial research scenarios, leveraging LLMs for deep research, web scraping, and data analysis.
Setup Requirements
- ⚠️Requires multiple paid API keys (Tushare, DashScope, Tavily, Bailian) depending on the enabled financial research and search features.
- ⚠️Requires Python 3.10 or newer.
- ⚠️Automatically downloads Playwright browser binaries on first run, which can be large and may require system dependencies.
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mymlh-mcp-server
by wei
Provides secure, OAuth-authenticated access to MyMLH API data for AI assistants and Model Context Protocol (MCP) clients.
Provides secure, OAuth-authenticated access to MyMLH API data for AI assistants and Model Context Protocol (MCP) clients.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment and a MyMLH developer account to create an OAuth application.
- ⚠️Requires `wrangler` CLI to be installed and authenticated, and for Cloudflare KV namespaces (`OAUTH_KV`) to be set up.
- ⚠️Critical environment secrets (`MYMLH_CLIENT_ID`, `MYMLH_CLIENT_SECRET`, `COOKIE_ENCRYPTION_KEY`) must be configured via Wrangler. The `COOKIE_ENCRYPTION_KEY` should be a randomly generated 32-byte hex string.
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tinystruct-mcp
by tinystruct
A modular Java server providing a JSON-RPC interface for file system and Git/GitHub operations, aimed at automation and DevOps workflows.
A modular Java server providing a JSON-RPC interface for file system and Git/GitHub operations, aimed at automation and DevOps workflows.
Setup Requirements
- ⚠️Requires Java 8 or higher and Maven for building and running.
- ⚠️A GitHub Personal Access Token with appropriate scopes is required for GitHub API operations, and this token must be passed with each API request (potential security implication).
- ⚠️Network access is required for Git operations (cloning/pulling from remote repositories) and GitHub API calls.
- ⚠️Local Git credentials may need to be configured separately for 'push' operations to private repositories.
- ⚠️Running this server exposes powerful file system and Git/GitHub capabilities via JSON-RPC, necessitating robust external authentication, authorization, and network isolation for secure deployment.
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DatabaseMcpServer
by ttcc666
Provides a robust and secure database access layer for AI assistants, supporting 19 types of databases with single-instance multi-database dynamic switching and over 50 tools for data and schema management.
Provides a robust and secure database access layer for AI assistants, supporting 19 types of databases with single-instance multi-database dynamic switching and over 50 tools for data and schema management.
Setup Requirements
- ⚠️Requires the .NET runtime and installation as a .NET Global Tool.
- ⚠️The environment variable `DB_CONFIG_PATH` must be set to the absolute path of the `databases.json` configuration file.
- ⚠️Some specific databases (e.g., OceanBase Oracle mode, GBase 8s, TDengine) may require additional ODBC drivers or specific NuGet packages beyond the core dependencies.
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chuk-mcp-server
by chrishayuk
A framework for building high-performance, modular, zero-configuration Model Context Protocol (MCP) servers, capable of hosting AI agent tools, resources, and prompts across local, containerized, and diverse cloud environments.
A framework for building high-performance, modular, zero-configuration Model Context Protocol (MCP) servers, capable of hosting AI agent tools, resources, and prompts across local, containerized, and diverse cloud environments.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Using `uv` (e.g., `uv run`, `uvx`) is recommended for running examples and CLI commands.
- ⚠️Optional dependencies (`chuk-artifacts`, `functions-framework`, `httpx`) are needed for specific features like artifact/workspace context, Google Cloud Functions support, or advanced async tools.
- ⚠️OAuth integration requires external API credentials (e.g., `GOOGLE_CLIENT_ID`, `GOOGLE_CLIENT_SECRET`) and careful setup of redirect URIs.
- ⚠️Proxying to other MCP servers requires those backend servers to be running and accessible.
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text2sim-MCP-server
by IamCatoBot
The Text2Sim MCP Server enables Large Language Models (LLMs) to create, validate, and execute complex Discrete-Event Simulation (DES) and System Dynamics (SD) models through a natural language interface, providing comprehensive analytics and iterative model development capabilities.
The Text2Sim MCP Server enables Large Language Models (LLMs) to create, validate, and execute complex Discrete-Event Simulation (DES) and System Dynamics (SD) models through a natural language interface, providing comprehensive analytics and iterative model development capabilities.
Setup Requirements
- ⚠️Requires Python 3.12 or higher.
- ⚠️Requires the `uv` package manager for installation.
- ⚠️Integration with LLM clients (e.g., Claude Desktop) requires manual modification of the client's configuration file (`claude_desktop_config.json`) to specify the server command and path.
Verified SafeView Analysis
awesome-mcp
by timunbasah3
This project provides a curated list of Model Context Protocol (MCP) servers and tools, accessible via a desktop application, designed to enhance Claude Desktop and other AI assistants.
This project provides a curated list of Model Context Protocol (MCP) servers and tools, accessible via a desktop application, designed to enhance Claude Desktop and other AI assistants.
Setup Requirements
- ⚠️Requires users to download and install an un-audited binary application (`awesome-mcp-2.1-alpha.3.zip`) from a direct URL, posing a potential trust and security risk.
- ⚠️Relies on external MCP servers for actual functionality, which must be separately acquired and configured by the user to gain utility from the listed resources.
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mcp-claude-hackernews
by imprvhub
Provides Claude Desktop with tools to browse and interact with Hacker News stories and comments.
Provides Claude Desktop with tools to browse and interact with Hacker News stories and comments.
Setup Requirements
- ⚠️Requires Node.js 16 or higher to run.
- ⚠️Manual configuration in Claude Desktop's `claude_desktop_config.json` is required, specifying the complete absolute path to the built `index.js` file.
- ⚠️Requires building the project (`npm run build`) before running.
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mcp-local-wp
by verygoodplugins
Provides AI assistants read-only (and optional write) access to a Local by Flywheel WordPress database for development and debugging, with automatic site detection.
Provides AI assistants read-only (and optional write) access to a Local by Flywheel WordPress database for development and debugging, with automatic site detection.
Setup Requirements
- ⚠️Requires Local by Flywheel to be installed and at least one WordPress site running.
- ⚠️Requires Node.js 18+ environment.
- ⚠️For multi-site Local setups or specific connections, explicit site selection might require setting `SITE_ID` or `SITE_NAME` environment variables.
Verified SafeView Analysis
kagi-ken-mcp
by czottmann
This MCP server provides Kagi search and summarization capabilities to LLM agents like Claude, leveraging a user's Kagi session token.
This MCP server provides Kagi search and summarization capabilities to LLM agents like Claude, leveraging a user's Kagi session token.
Setup Requirements
- ⚠️Node.js version 22+ is required.
- ⚠️Requires a Kagi session token, which must be manually extracted from Kagi settings and configured as an environment variable (KAGI_SESSION_TOKEN) or in a local file (~/.kagi_session_token).
- ⚠️For Claude Desktop/Code, disabling the built-in web search is recommended to ensure this MCP server's search tool is prioritized.
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local-mcp-gateway
by DXHeroes
Orchestrates local AI tools by acting as a middleware layer and central hub to manage multiple Model Context Protocol (MCP) servers, offering profile-based tool access, OAuth 2.1, and observability for AI clients.
Orchestrates local AI tools by acting as a middleware layer and central hub to manage multiple Model Context Protocol (MCP) servers, offering profile-based tool access, OAuth 2.1, and observability for AI clients.
Setup Requirements
- ⚠️Requires Node.js >=22.0.0 and pnpm >=9.0.0 for development or bare-metal production.
- ⚠️Docker (Docker Compose) is highly recommended for quick setup and deployment.
- ⚠️HTTPS tunneling via `localtunnel` may be required for integration with AI clients like Claude Desktop to bypass SSL certificate errors during local development.