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Vetted Servers(8554)
google-sheets-mcp
by D-unn
Manages Google Sheets data programmatically via a server-side application, leveraging the Google Sheets API for various data manipulation tasks.
Manages Google Sheets data programmatically via a server-side application, leveraging the Google Sheets API for various data manipulation tasks.
Setup Requirements
- ⚠️Requires manual setup of a Google Cloud Project with the Google Sheets API enabled and creation of OAuth 2.0 Client IDs.
- ⚠️Requires copying the `gcp-oauth.keys.json` file (obtained from Google Cloud Console) into the `./dist` directory after building the project.
- ⚠️Initial run initiates an interactive browser-based authentication flow to generate and save local credentials.
Verified SafeView Analysis
mcp-kubernetes
by Azure
Enables AI assistants to interact with and debug Kubernetes clusters by translating natural language requests into Kubernetes operations.
Enables AI assistants to interact with and debug Kubernetes clusters by translating natural language requests into Kubernetes operations.
Setup Requirements
- ⚠️Requires Python 3.12 or higher for the `autogen` client.
- ⚠️Requires `kubectl` and optionally `helm`, `cilium`, `hubble` CLIs to be installed and in PATH for local server execution.
- ⚠️Requires a valid Kubernetes cluster and `KUBECONFIG` setup.
- ⚠️For `autogen` client, requires Azure OpenAI configuration (deployment, model, API version, endpoint) and Azure AD authentication (DefaultAzureCredential).
Verified SafeView Analysis
memoria
by byronwade
Memoria is an MCP (Model Context Protocol) server that enhances AI developer tools by providing git-based forensic analysis, revealing hidden file dependencies, risk assessments, and historical context to prevent regressions and improve code quality.
Memoria is an MCP (Model Context Protocol) server that enhances AI developer tools by providing git-based forensic analysis, revealing hidden file dependencies, risk assessments, and historical context to prevent regressions and improve code quality.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️Requires a Git repository with commit history for core functionality
- ⚠️Cloud features (memories, guardrails) require a team token and access to a Convex backend (paid tier), with device linking for free-tier cloud features
- ⚠️Local execution with `npx` can be slow; global install (`npm install -g @byronwade/memoria`) is recommended for performance.
Verified SafeView Analysis
fl-studio-mcp
by calvinw
An MCP server enabling AI assistants to control FL Studio's piano roll with natural language commands and real-time, automatic updates.
An MCP server enabling AI assistants to control FL Studio's piano roll with natural language commands and real-time, automatic updates.
Setup Requirements
- ⚠️Requires macOS Accessibility permissions for Terminal/Claude Code to enable auto-trigger functionality.
- ⚠️Windows support is 'partially implemented' and 'may require additional configuration'.
- ⚠️Requires FL Studio (recent version) with Python scripting support.
Verified SafeView Analysis
kali-mcp-server
by rangta10
Integrate Kali Linux penetration testing tools with LLMs (e.g., Claude) via the Model Context Protocol for automated security testing and reconnaissance.
Integrate Kali Linux penetration testing tools with LLMs (e.g., Claude) via the Model Context Protocol for automated security testing and reconnaissance.
Setup Requirements
- ⚠️Requires Docker for execution.
- ⚠️The Docker container runs with elevated privileges (`--privileged`, `NET_ADMIN`, `NET_RAW`), posing significant security risks if not managed in a highly isolated environment.
- ⚠️Requires manual configuration within Claude Desktop's `claude_desktop_config.json`.
Review RequiredView Analysis
discord-agent-mcp
by aj-geddes
AI-powered management and automation of Discord servers, enabling natural language control over channels, roles, moderation, and events.
AI-powered management and automation of Discord servers, enabling natural language control over channels, roles, moderation, and events.
Setup Requirements
- ⚠️Requires Node.js 20.0.0+.
- ⚠️Requires a Discord Bot Token from the Discord Developer Portal, and specific Privileged Gateway Intents ('Server Members Intent' and 'Message Content Intent') to be enabled for the bot.
- ⚠️Requires the bot to be invited to a Discord server where it has administrative or specific management permissions (e.g., Manage Channels, Manage Roles, Manage Messages, Moderate Members).
Verified SafeView Analysis
mcp-mifosx-self-service
by openMF
Enables AI-driven banking workflows, including authentication, account access, beneficiary management, and transfers, by securely interacting with Apache Fineract/MifosX Self-Service APIs.
Enables AI-driven banking workflows, including authentication, account access, beneficiary management, and transfers, by securely interacting with Apache Fineract/MifosX Self-Service APIs.
Setup Requirements
- ⚠️Requires Python 3.
- ⚠️Requires access to an Apache Fineract / MifosX API instance for full functionality.
- ⚠️The AI client must manage and pass user credentials (username/password) as arguments for each authenticated tool call.
Verified SafeView Analysis
ai-safety-mcp-server
by Jack0319
A centralized Model Context Protocol (MCP) server for AI Safety research, providing knowledge base, safety evaluation, mechanistic interpretability, and governance tools for research assistants and agentic systems.
A centralized Model Context Protocol (MCP) server for AI Safety research, providing knowledge base, safety evaluation, mechanistic interpretability, and governance tools for research assistants and agentic systems.
Setup Requirements
- ⚠️LITELLM_API_KEY is required for LLM-based safety evaluations (eval.* tools), which incurs paid LLM API costs.
- ⚠️Downloading large models (~GBs) for interpretability (interp.* tools) requires significant disk space and potentially VRAM, increasing hosting costs.
- ⚠️Requires Python 3.10 or higher.
Verified SafeView Analysis
todo-mcp-server
by stilllovee
Provides autonomous task management and random string generation for AI agents via Model Context Protocol (MCP) using stdio or HTTP transports.
Provides autonomous task management and random string generation for AI agents via Model Context Protocol (MCP) using stdio or HTTP transports.
Setup Requirements
- ⚠️Requires a Node.js runtime environment to run.
- ⚠️The SQLite database file ('tasks.db') is created in the current working directory, which affects data persistence and isolation across different execution contexts.
- ⚠️Running in HTTP mode requires an available port (default 8123); a custom port can be specified.
Verified SafeView Analysis
faf-mcp
by Wolfe-Jam
The server acts as a Model Context Protocol (MCP) provider to give AI assistants, like Claude, a persistent, structured, and deep understanding of a codebase, preventing context drift and optimizing AI performance.
The server acts as a Model Context Protocol (MCP) provider to give AI assistants, like Claude, a persistent, structured, and deep understanding of a codebase, preventing context drift and optimizing AI performance.
Setup Requirements
- ⚠️Requires `faf-cli` to be installed globally via `npm install -g faf-cli` for most MCP tools to function.
- ⚠️The server expects and operates on real local filesystem paths (e.g., `/Users/username/projects/my-app`), not container paths like `/mnt/user-data/`.
- ⚠️Requires configuration in the user's MCP client (e.g., `~/.cursor/mcp.json` or VS Code MCP extension settings).
Verified SafeView Analysis
Medium-Agent
by N1KH1LT0X1N
The Medium MCP Server acts as a comprehensive platform for scraping, processing, and analyzing Medium articles, generating audio versions, and synthesizing research reports, primarily through the MCP protocol for integration with AI assistants like Claude Desktop or a Gradio web interface.
The Medium MCP Server acts as a comprehensive platform for scraping, processing, and analyzing Medium articles, generating audio versions, and synthesizing research reports, primarily through the MCP protocol for integration with AI assistants like Claude Desktop or a Gradio web interface.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires `playwright install chromium` to be run for the scraping engine.
- ⚠️Requires a `.env` file with `ELEVENLABS_API_KEY` (for premium audio) and at least one of `GEMINI_API_KEY` or `OPENAI_API_KEY` (for AI synthesis/enhancements) for full functionality.
Verified SafeView Analysis
duyet-mcp-server
by duyet
Provides a Model Context Protocol (MCP) server for AI assistants to access personal information, blog posts, and GitHub activity, enabling structured interaction and information retrieval.
Provides a Model Context Protocol (MCP) server for AI assistants to access personal information, blog posts, and GitHub activity, enabling structured interaction and information retrieval.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment (Cloudflare Workers, D1 Database, Analytics Engine bindings).
- ⚠️Development and testing heavily rely on the Bun runtime and package manager.
- ⚠️As an MCP server, it requires a compatible AI assistant (e.g., Claude, Cloudflare AI Playground) or a custom MCP client to be fully utilized.