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Vetted Servers(8554)
roony-mcp
by Roony-Pay
Provides open-source AI agent payment governance with spending controls, approval workflows, and virtual card issuance.
Provides open-source AI agent payment governance with spending controls, approval workflows, and virtual card issuance.
Setup Requirements
- ⚠️Requires custom StorageProvider (e.g., a real database) and PaymentProvider (e.g., Stripe Issuing) for production use, as in-memory and mock implementations are provided for development.
- ⚠️Node.js version >=18.0.0 is required.
- ⚠️A Stripe Issuing account (which requires approval) is needed if using the StripeIssuingProvider for real virtual cards.
Verified SafeView Analysis
wp-dual-native
by antunjurkovic-collab
Facilitates agentic AI tasks within WordPress by exposing clean Machine Representation (MR) of content for summarization, extraction, and safe block insertion.
Facilitates agentic AI tasks within WordPress by exposing clean Machine Representation (MR) of content for summarization, extraction, and safe block insertion.
Setup Requirements
- ⚠️Requires WordPress Dual-Native API plugin installed and active.
- ⚠️Requires a WordPress Application Password for authentication.
- ⚠️Manual configuration of Claude Desktop's `claude_desktop_config.json` with absolute paths and environment variables is necessary.
- ⚠️External LLM API keys (e.g., OpenAI) may be required for AI suggestions if enabled in plugin settings.
Verified SafeView Analysis
test-remote-mcp-server
by AstroAadi
This server provides basic arithmetic (addition) and random number generation functionality accessible via a FastMCP HTTP interface.
This server provides basic arithmetic (addition) and random number generation functionality accessible via a FastMCP HTTP interface.
Setup Requirements
- ⚠️Python 3.12+ required
- ⚠️Requires fastmcp library
Verified SafeView Analysis
vibe-narrator
by herrkaefer
Vibe Narrator transforms terminal output and AI agent conversations into stylized, narrated speech with distinct character personalities, combining LLM interpretation with text-to-speech generation.
Vibe Narrator transforms terminal output and AI agent conversations into stylized, narrated speech with distinct character personalities, combining LLM interpretation with text-to-speech generation.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service)
- ⚠️Requires Python 3.11+
- ⚠️Linux users need `portaudio-dev` and `ffmpeg` packages for audio playback
Verified SafeView Analysis
WiZ-Smart-Bulb-MCP
by axenov
Controls Wiz smart bulbs via UDP commands, acting as an MCP server to expose bulb control tools to an intelligent agent.
Controls Wiz smart bulbs via UDP commands, acting as an MCP server to expose bulb control tools to an intelligent agent.
Setup Requirements
- ⚠️Requires Python 3 and pip for dependency management.
- ⚠️Requires access to a Wiz smart bulb on the local network.
- ⚠️Requires installation of `fastmcp` and other dependencies via `requirements.txt`.
Verified SafeView Analysis
remote-mcp-server-authless
by hengjingzhu
Provides AI-powered tools for image generation, image editing, video generation from images, and SVG generation/vectorization, exposed via the Model Context Protocol (MCP) on Cloudflare Workers.
Provides AI-powered tools for image generation, image editing, video generation from images, and SVG generation/vectorization, exposed via the Model Context Protocol (MCP) on Cloudflare Workers.
Setup Requirements
- ⚠️Requires a valid Replicate API key (a paid service), which must be passed as a Bearer token in the Authorization header for accessing AI tools.
- ⚠️Requires deployment to Cloudflare Workers for production use.
- ⚠️Requires an MCP client (e.g., Cloudflare AI Playground, Claude Desktop with `mcp-remote` proxy) to connect and utilize the tools.
Verified SafeView Analysis
mcp-server-sql
by wangddff
A secure server enabling LLMs to interact with SQL databases via natural language queries.
A secure server enabling LLMs to interact with SQL databases via natural language queries.
Setup Requirements
- ⚠️Requires a PostgreSQL or MySQL database to connect to.
- ⚠️Requires Docker for the provided quick start guide.
- ⚠️Manual configuration of 'ALLOWED_TABLES', 'ALLOWED_COLUMNS', and 'FORBIDDEN_KEYWORDS' in 'mcp/config.py' is critical for specific database schema and robust security.
Verified SafeView Analysis
flow-mcp-server
by life-in-flow
An AI agent for real estate finance and operations, leveraging multi-server architecture to integrate REST, Graph, and Email APIs for querying data and automating communication.
An AI agent for real estate finance and operations, leveraging multi-server architecture to integrate REST, Graph, and Email APIs for querying data and automating communication.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires local Memgraph database instance running on port 7687
- ⚠️Requires `FLOW_BEARER_TOKEN` for DeepSky internal APIs
- ⚠️Requires `RESEND_API_KEY` for email sending functionality
- ⚠️Requires Python 3.11 or higher
Review RequiredView Analysis
complaints-mcp
by LarsArtmann
A comprehensive MCP (Model Context Protocol) server for AI agent complaint management and feedback systems, enabling structured reporting of missing information, confusing specifications, or inadequate documentation.
A comprehensive MCP (Model Context Protocol) server for AI agent complaint management and feedback systems, enabling structured reporting of missing information, confusing specifications, or inadequate documentation.
Setup Requirements
- ⚠️Requires Go 1.21+ to build and run.
- ⚠️Requires Git installed for automatic project name detection functionality.
- ⚠️Just is recommended for running tests and development tasks.
Verified SafeView Analysis
mchp-fpga-mcp
by jonzo97
A local-first RAG system for semantic search, error resolution, and configuration validation of Microchip PolarFire FPGA documentation PDFs.
A local-first RAG system for semantic search, error resolution, and configuration validation of Microchip PolarFire FPGA documentation PDFs.
Setup Requirements
- ⚠️Requires `mchp-mcp-core` to be installed locally in editable mode (development dependency).
- ⚠️Requires ChromaDB to be installed (`pip install chromadb`).
- ⚠️Initial indexing of PDFs is a one-time process and can take several minutes.
- ⚠️Manual download is required for 8 IP core handbooks from a Libero SoC installation due to redistribution restrictions.
Verified SafeView Analysis
MCP-server-build
by djhakdabeat
Provides a minimal Model Context Protocol (MCP) server that allows Claude Desktop to call a simple 'hello_world' function via stdio.
Provides a minimal Model Context Protocol (MCP) server that allows Claude Desktop to call a simple 'hello_world' function via stdio.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher to be installed.
- ⚠️Requires Claude Desktop with Developer Mode enabled for integration.
- ⚠️Requires manual configuration in Claude Desktop's 'claude_desktop_config.json' file, including providing an absolute path to the server's main file.
- ⚠️Claude Desktop must be restarted after modifying its configuration to apply the changes.
Verified SafeView Analysis
r2r-mcp-server
by evgenygurin
Expose R2R's powerful RAG capabilities (document management, search, RAG, agents, knowledge graphs) to AI assistants via a standardized Model Context Protocol (MCP) interface.
Expose R2R's powerful RAG capabilities (document management, search, RAG, agents, knowledge graphs) to AI assistants via a standardized Model Context Protocol (MCP) interface.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Requires an external R2R API server to be running and accessible (e.g., at http://34.134.54.139:7272).
- ⚠️RAG-Fusion and HyDE advanced search strategies may fail due to LLM configuration issues on the R2R server, requiring 'default' strategy use instead.