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Vetted Servers(9120)
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.
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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.
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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.
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Cypress-POM-Ready-To-Use
by padmarajnidagundi
This repository provides a production-ready Cypress automation framework for UI, API, accessibility, and visual regression testing, and it can expose its testing templates and documentation via the Model Context Protocol (MCP) as a filesystem server for AI assistants.
This repository provides a production-ready Cypress automation framework for UI, API, accessibility, and visual regression testing, and it can expose its testing templates and documentation via the Model Context Protocol (MCP) as a filesystem server for AI assistants.
Setup Requirements
- ⚠️Requires Node.js 18.x+ and npm 8.x+.
- ⚠️Running ChatGPT API tests (cypress/e2e/api/chatgpt/chatCompletion.cy.js) requires an OpenAI API Key, which is a paid service.
- ⚠️To use it as an MCP server, you'd need to install `@modelcontextprotocol/server-filesystem` and configure an MCP client.
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mcp-youtube
by kirbah
Empowers AI language models to retrieve token-optimized, structured YouTube data for video search, detail retrieval, transcript fetching, channel analysis, and trend discovery.
Empowers AI language models to retrieve token-optimized, structured YouTube data for video search, detail retrieval, transcript fetching, channel analysis, and trend discovery.
Setup Requirements
- ⚠️Requires a YouTube Data API v3 Key (usage is subject to Google's daily quota).
- ⚠️The 'findConsistentOutlierChannels' tool requires a MongoDB connection string (`MDB_MCP_CONNECTION_STRING`) and hardcodes the database name to 'youtube_niche_analysis'.
- ⚠️Requires Node.js version `>=20.0.0`.
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miyabi-mcp-bundle
by ShunsukeHayashi
An all-in-one MCP server providing a vast array of development, monitoring, and automation tools, enabling Claude Desktop and AI agents to perform complex software development, operations, and analysis tasks efficiently and securely.
An all-in-one MCP server providing a vast array of development, monitoring, and automation tools, enabling Claude Desktop and AI agents to perform complex software development, operations, and analysis tasks efficiently and securely.
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0.
- ⚠️Full functionality requires various external CLI tools (e.g., git, tmux, docker, kubectl, sqlite3, psql, mysql, openssl, curl, nc) to be installed and in the system's PATH.
- ⚠️GitHub API Key (`GITHUB_TOKEN`) is highly recommended; without it, GitHub integration will be severely limited or non-functional. `MIYABI_REPO_PATH` defaults to `process.cwd()`, but for specific project contexts, it often needs explicit configuration.
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gns3-mcp-server
by Wael-Rd
Enables AI assistants to programmatically create, manage, and simulate network topologies within GNS3.
Enables AI assistants to programmatically create, manage, and simulate network topologies within GNS3.
Setup Requirements
- ⚠️Requires a running GNS3 server, by default on http://localhost:3080.
- ⚠️Requires GNS3 device templates (e.g., routers, switches, VPCS) to be installed in GNS3 for full functionality.
- ⚠️The `run.sh` script utilizes `uv` for virtual environment and dependency management; ensure `uv` is installed or modify the script to use `pip`.
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rust-code-mcp
by molaco
Semantic code search, navigation, and analysis for Rust codebases, integrating with an MCP client.
Semantic code search, navigation, and analysis for Rust codebases, integrating with an MCP client.
Setup Requirements
- ⚠️Requires an NVIDIA GPU (Maxwell or newer) with CUDA 12.x and cuDNN 9.x for GPU-accelerated embeddings, otherwise performance will be significantly slower.
- ⚠️Requires careful configuration of `LD_LIBRARY_PATH` for CUDA to function correctly when the server is spawned by an MCP client, or use the provided Nix flake for automated setup.
- ⚠️The `fastembed` crate (via `ort`) will download ONNX Runtime binaries and embedding models (~80MB for all-MiniLM-L6-v2) to `~/.cache/ort.pyke.io/` on first run, requiring internet access and disk space.
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mcp-tasks
by hugoduncan
Manages development tasks and workflows for AI agents using the Model Context Protocol (MCP), enabling persistent planning, category-based organization, and story-based development.
Manages development tasks and workflows for AI agents using the Model Context Protocol (MCP), enabling persistent planning, category-based organization, and story-based development.
Setup Requirements
- ⚠️Requires Clojure CLI tools for installation via git dependency method (Windows users must use this method).
- ⚠️Requires `curl` or `wget` for binary installation via the `install` script (Linux/macOS only).
- ⚠️Native Windows binaries are not available due to file locking complexities.
- ⚠️Binary installation to `/usr/local/bin` via the `install` script may require `sudo`.