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Vetted Servers(8554)
mcp-opengauss-server
by lianekai
Provides a secure, read-only Model Context Protocol (MCP) server for openGauss database operations, intended for integration with AI clients like Claude Desktop.
Provides a secure, read-only Model Context Protocol (MCP) server for openGauss database operations, intended for integration with AI clients like Claude Desktop.
Setup Requirements
- ⚠️Requires an operational openGauss database instance.
- ⚠️Requires manual copying of `src/utils/db.fixed.ts` and `src/utils/validation.fixed.ts` to `src/utils/db.ts` and `src/utils/validation.ts` respectively, as part of the upgrade process to the secure version.
- ⚠️Database connection credentials (host, port, user, password, database, schema) must be configured via environment variables or a `.env` file.
- ⚠️Additional security measures, such as creating a dedicated read-only database user and configuring firewall rules, are strongly recommended as per the deployment guide.
Verified SafeView Analysis
betahub-mcp-server
by betahub-io
Integrates BetaHub's feedback management and project data with AI assistants via Model Context Protocol (MCP) for AI-powered development workflows.
Integrates BetaHub's feedback management and project data with AI assistants via Model Context Protocol (MCP) for AI-powered development workflows.
Setup Requirements
- ⚠️Requires a BetaHub account with API access.
- ⚠️Requires a BetaHub Personal Access Token (PAT) to be generated from BetaHub profile settings.
- ⚠️The BetaHub token must be provided as an environment variable (BETAHUB_TOKEN) or a command-line argument (--token).
Verified SafeView Analysis
netdata-mcp-server
by ry-ops
Integrates Netdata monitoring with Claude for real-time metrics, alerts, and system health analysis.
Integrates Netdata monitoring with Claude for real-time metrics, alerts, and system health analysis.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires 'uv' package manager to be installed.
- ⚠️A running Netdata instance is required, accessible by the MCP server (default: http://localhost:19999).
- ⚠️Requires manual configuration of Claude Desktop's `claude_desktop_config.json` with the absolute path to the server directory.
Verified SafeView Analysis
plex-mcp-server
by samdaw13
A Model Context Protocol (MCP) server for Plex Media Server, providing a standardized interface for AI assistants and automation tools to interact with your Plex server.
A Model Context Protocol (MCP) server for Plex Media Server, providing a standardized interface for AI assistants and automation tools to interact with your Plex server.
Setup Requirements
- ⚠️Requires Python 3.13+.
- ⚠️Requires an active Plex Media Server with a valid authentication token and network access.
- ⚠️Requires manual configuration of Plex server details (PLEX_URL, PLEX_TOKEN, etc.) in a `.env` file.
Review RequiredView Analysis
Interactive-MCP-Chat-Agent
by RishithaAppikonda
An interactive chat application demonstrating an AI agent with conversation memory that can interact with multiple Model Context Protocol (MCP) servers for web browsing, search, and other capabilities.
An interactive chat application demonstrating an AI agent with conversation memory that can interact with multiple Model Context Protocol (MCP) servers for web browsing, search, and other capabilities.
Setup Requirements
- ⚠️Requires Groq API Key (Paid Service)
- ⚠️Requires Node.js and npm for MCP servers
- ⚠️Python 3.11 or higher is mandatory
Verified SafeView Analysis
kokoro-voice-mcp-server
by noersy
Provides a local Text-to-Speech (TTS) server for Model Context Protocol (MCP) clients using the Kokoro model, with audio playback and caching.
Provides a local Text-to-Speech (TTS) server for Model Context Protocol (MCP) clients using the Kokoro model, with audio playback and caching.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires a functional audio output device for playback.
- ⚠️System-level dependencies for `sounddevice` (e.g., PortAudio on macOS/Linux) must be installed.
- ⚠️The `torch` dependency can be significant in size and may require specific GPU drivers if CUDA/MPS is utilized.
Verified SafeView Analysis
advance-fraud-analyst
by Johnza06
The application provides a web-based interface for fraud detection and risk analysis across multiple data types (transactions, KYC, sanctions, credit risk) using rule-based engines and an AI consultant agent powered by Large Language Models.
The application provides a web-based interface for fraud detection and risk analysis across multiple data types (transactions, KYC, sanctions, credit risk) using rule-based engines and an AI consultant agent powered by Large Language Models.
Setup Requirements
- ⚠️Requires either FIREWORKS_API_KEY or HF_TOKEN for AI features (can be paid services).
- ⚠️Requires Python 3.x and dependencies from 'requirements.txt' (e.g., pandas, gradio, langchain, pydantic, python-dotenv, phonenumbers).
- ⚠️Optional MCP integration requires enabling 'ENABLE_MCP' and providing specific URLs (MCP_SANCTIONS_URL, MCP_HIGH_RISK_MCC_URL) and an authentication header (MCP_AUTH_HEADER).
Verified SafeView Analysis
mcp-context-rust
by scopweb
Provides multi-language code context and pattern training for AI assistants to analyze projects and suggest best practices.
Provides multi-language code context and pattern training for AI assistants to analyze projects and suggest best practices.
Setup Requirements
- ⚠️Requires Rust 1.70+ installed.
- ⚠️Requires Claude Desktop installed and configured with an absolute path to the compiled executable.
- ⚠️Requires `MCP_PATTERNS_PATH` environment variable set to the absolute path of the patterns data directory (e.g., `data/patterns/`).
Verified SafeView Analysis
grist-mcp-server
by gwhthompson
Manages and interacts with Grist relational spreadsheets, providing a developer-friendly API layer for data manipulation, schema management, and UI layout within the Model Context Protocol (MCP) framework.
Manages and interacts with Grist relational spreadsheets, providing a developer-friendly API layer for data manipulation, schema management, and UI layout within the Model Context Protocol (MCP) framework.
Setup Requirements
- ⚠️Requires the `GRIST_API_KEY` environment variable for authentication with a Grist instance.
- ⚠️The `GRIST_BASE_URL` environment variable needs to be set if connecting to a self-hosted Grist instance (defaults to `https://docs.getgrist.com`).
- ⚠️Setting up a local Grist instance for development or testing typically requires Docker.
Verified SafeView Analysis
splunk-mcp
by dd-Splunk
Provides a Proof-of-Concept environment for integrating Splunk MCP (Model Context Protocol) Server with Claude Desktop.
Provides a Proof-of-Concept environment for integrating Splunk MCP (Model Context Protocol) Server with Claude Desktop.
Setup Requirements
- ⚠️Requires Docker Desktop to be installed and running.
- ⚠️Requires 1Password CLI ('op') to be installed and authenticated to a vault containing 'Splunk-MCP-PoC' and 'Splunkbase' credentials.
- ⚠️Requires 'make' utility and 'jq' (JSON processor) to be installed.
- ⚠️The setup is tailored for macOS, particularly for Claude Desktop configuration paths (`~/Library/Application Support/Claude/`).
Verified SafeView Analysis
fusion-360-mcp-server
by perkovicluka
This project links an MCP client (e.g., ChatGPT, Claude, etc.) to Autodesk Fusion 360 through a lightweight MCP server and a Fusion Python add-in for automated CAD design.
This project links an MCP client (e.g., ChatGPT, Claude, etc.) to Autodesk Fusion 360 through a lightweight MCP server and a Fusion Python add-in for automated CAD design.
Setup Requirements
- ⚠️Requires Autodesk Fusion 360 to be installed and running.
- ⚠️Manual installation of the Fusion add-in by copying files to a specific directory.
- ⚠️Requires Python 3.10+ and the `mcp[cli]` Python package in a virtual environment.
Verified SafeView Analysis
DB_MCP_SERVER
by ShivankarMehta
Provides a read-only interface to a MySQL database, allowing external agents to execute safe SELECT, SHOW, DESCRIBE, or EXPLAIN queries via the Model Context Protocol.
Provides a read-only interface to a MySQL database, allowing external agents to execute safe SELECT, SHOW, DESCRIBE, or EXPLAIN queries via the Model Context Protocol.
Setup Requirements
- ⚠️Requires a running MySQL database instance.
- ⚠️Requires Node.js environment (version 18 or higher is recommended due to SDK dependencies).
- ⚠️Requires configuration of MySQL connection details via environment variables (MYSQL_DATABASE is mandatory, MYSQL_HOST, MYSQL_PORT, MYSQL_USER, MYSQL_PASSWORD are also used).