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Vetted Servers(8554)
remote-mcp-server-authless
by lyf100
Deploys a Model Context Protocol (MCP) server on Cloudflare Workers to expose simple calculator tools for integration with AI clients, typically without requiring explicit authentication from the client.
Deploys a Model Context Protocol (MCP) server on Cloudflare Workers to expose simple calculator tools for integration with AI clients, typically without requiring explicit authentication from the client.
Setup Requirements
- ⚠️Requires a Cloudflare account and the Cloudflare Workers CLI (`wrangler`) for deployment.
- ⚠️Operates without authentication, making it unsuitable for sensitive applications or public exposure without implementing custom authentication.
- ⚠️Local testing with clients like Claude Desktop requires the `mcp-remote` proxy to bridge local clients to the remote Cloudflare Worker endpoint.
Verified SafeView Analysis
ibkr-mcp-server
by patrickpxp
Exposes Interactive Brokers portfolio, account, and trading data as MCP tools for AI agents like Claude or Codex.
Exposes Interactive Brokers portfolio, account, and trading data as MCP tools for AI agents like Claude or Codex.
Setup Requirements
- ⚠️Requires Docker and Docker Compose v2.
- ⚠️Requires Interactive Brokers Trader Workstation (TWS) or IB Gateway running locally with API access enabled.
- ⚠️TWS must be configured to allow local API connections.
- ⚠️No authentication is implemented, making it dangerous to expose publicly.
Review RequiredView Analysis
mcp-dotnet-context
by scopweb
Provides multi-language code context analysis and pattern training for AI assistants, specializing in .NET 10 Blazor Server, Rust, Node.js, Python, Go, Java, and PHP projects.
Provides multi-language code context analysis and pattern training for AI assistants, specializing in .NET 10 Blazor Server, Rust, Node.js, Python, Go, Java, and PHP projects.
Setup Requirements
- ⚠️Requires Rust 1.70+ for compilation.
- ⚠️Manual editing of Claude Desktop's `claude_desktop_config.json` is necessary, requiring absolute paths for the executable and for pattern data storage (via the `MCP_PATTERNS_PATH` environment variable).
- ⚠️The server communicates via standard I/O (stdin/stdout) and uses Content-Length framing, which requires careful log configuration (no ANSI colors, stderr only) for proper operation and debugging outside of an MCP client.
Verified SafeView Analysis
Mureka-mcp
by kritsxxxiva-sudo
The Mureka Model Context Protocol (MCP) server enables AI clients to generate lyrics, songs, and background music using Mureka's APIs.
The Mureka Model Context Protocol (MCP) server enables AI clients to generate lyrics, songs, and background music using Mureka's APIs.
Setup Requirements
- ⚠️Requires Mureka API Key (Paid service)
- ⚠️Requires `uvx` (Python package manager) for quickstart examples
- ⚠️Requires Python 3.10 or higher
- ⚠️Requires internet access to reach api.mureka.ai and download audio files
Verified SafeView Analysis
stepFunctionMcpServer
by Upasna22
Orchestrates and manages multi-step workflows, likely interacting with AWS Step Functions, providing a control plane for complex server-side processes.
Orchestrates and manages multi-step workflows, likely interacting with AWS Step Functions, providing a control plane for complex server-side processes.
Setup Requirements
- ⚠️Requires an active AWS account and properly configured AWS credentials (e.g., via environment variables or IAM roles).
- ⚠️Deployment of specific AWS Step Functions and associated resources (Lambdas, SQS, etc.) is likely a prerequisite, incurring additional setup and costs.
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MCP-CodeV
by eddie-rembrandt
A Model Context Protocol (MCP) server enabling Claude AI to access, analyze, and work with local Code V optical design scripts and PDF documentation.
A Model Context Protocol (MCP) server enabling Claude AI to access, analyze, and work with local Code V optical design scripts and PDF documentation.
Setup Requirements
- ⚠️Requires Node.js 18 or higher.
- ⚠️Requires a Linux environment (or WSL on Windows) due to shell scripts and typical deployment environment.
- ⚠️Requires Claude Desktop to be installed and manually configured with absolute paths to the server executable and content directories in its `claude_desktop_config.json`.
- ⚠️Current PDF text extraction (reading raw content) may be inadequate for complex, encrypted, or image-based PDFs; robust functionality would require installing additional libraries like `pdf-parse` and potentially OCR tools (e.g., Tesseract).
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important-mcp-server
by white07S
This MCP server provides tools for semantic search over pre-indexed documents using Azure OpenAI embeddings and Qdrant, alongside robust PostgreSQL database health monitoring, query optimization, and index recommendations.
This MCP server provides tools for semantic search over pre-indexed documents using Azure OpenAI embeddings and Qdrant, alongside robust PostgreSQL database health monitoring, query optimization, and index recommendations.
Setup Requirements
- ⚠️Requires Azure OpenAI API Key and Endpoint (Paid service for embeddings and LLM optimization).
- ⚠️Requires a running Qdrant instance for document search.
- ⚠️Requires a PostgreSQL database with `pg_stat_statements` and `hypopg` extensions installed.
- ⚠️Python 3.11 or higher is required.
- ⚠️Database statistics must be up-to-date (`ANALYZE` needs to be run on the target database being analyzed).
Verified SafeView Analysis
mcp-server
by Digital-Defiance
Provides a foundational server implementation and utility framework, likely for a specific protocol or application.
Provides a foundational server implementation and utility framework, likely for a specific protocol or application.
Verified SafeView Analysis
findmy-typescript-mcp
by FlywheelStudio
This MCP server enables AI agents to semantically analyze, navigate, and query TypeScript and Next.js codebases by indexing symbols and providing rich metadata.
This MCP server enables AI agents to semantically analyze, navigate, and query TypeScript and Next.js codebases by indexing symbols and providing rich metadata.
Setup Requirements
- ⚠️Requires Node.js runtime (v18+ recommended)
- ⚠️The target project must contain a valid `tsconfig.json` file
- ⚠️The path to the target project must be provided as a command-line argument when running the server
Verified SafeView Analysis
mcp-bubble-wrap
by aharvard
Provides an interactive bubble wrap simulator as an MCP (Model Context Protocol) widget, compatible with OpenAI Apps SDK and native MCP Apps.
Provides an interactive bubble wrap simulator as an MCP (Model Context Protocol) widget, compatible with OpenAI Apps SDK and native MCP Apps.
Setup Requirements
- ⚠️Requires pnpm package manager for dependency installation.
- ⚠️Widgets must be built (`pnpm build:widgets`) before running the server in development or production.
- ⚠️For production deployment, the `BASE_URL` environment variable should be explicitly set to the deployed assets URL (e.g., HTTPS CDN URL).
Verified SafeView Analysis
2025-04-15-mcp-server
by fern-api
The MCP server acts as an intermediary, translating Model Context Protocol (MCP) commands into Webflow Designer Extension API calls via a local WebSocket, enabling AI models to programmatically interact with and modify Webflow page designs.
The MCP server acts as an intermediary, translating Model Context Protocol (MCP) commands into Webflow Designer Extension API calls via a local WebSocket, enabling AI models to programmatically interact with and modify Webflow page designs.
Setup Requirements
- ⚠️Requires a separate WebSocket server to be running on `ws://localhost:3055` for communication between the MCP server and the Webflow extension (the code for this server is not provided, though the `mcp-socket` folder suggests its existence).
- ⚠️This server is designed to work with a Webflow Designer Extension (e.g., `mcp-extension` provided in the repository) which must be installed and running within the Webflow Designer for the commands to have any effect.
Verified SafeView Analysis
mcp-content-extractor
by micheleboni
A powerful multi-tool agent server for the Model Context Protocol (MCP), enabling sophisticated RAG operations, web crawling, file processing, and code analysis through a dynamically loaded middleware architecture.
A powerful multi-tool agent server for the Model Context Protocol (MCP), enabling sophisticated RAG operations, web crawling, file processing, and code analysis through a dynamically loaded middleware architecture.
Setup Requirements
- ⚠️Requires a local Ollama server running with specific embedding models (e.g., `nomic-embed-text:latest`) and vision models (e.g., `qwen3-vl:235b-cloud`).
- ⚠️Requires a local ChromaDB server instance running on `localhost:8000` for all RAG and collection management functionalities.
- ⚠️Many middleware components depend on external command-line tools such as `yt-dlp`, `soffice` (LibreOffice), `pdftoppm`, `convert` (ImageMagick), and `gs` (Ghostscript) for file processing and media extraction.