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Vetted Servers(8554)
scim-mcp
by chenhunghan
This MCP server acts as a SCIM 2.0 relay for AI agents to manage enterprise user identities and groups.
This MCP server acts as a SCIM 2.0 relay for AI agents to manage enterprise user identities and groups.
Setup Requirements
- ⚠️Requires an external SCIM 2.0 API endpoint for functionality.
- ⚠️Requires an API token for the external SCIM endpoint (via SCIM_API_TOKEN environment variable or x-scim-api-token HTTP header).
- ⚠️Requires the base URL for the external SCIM endpoint (via SCIM_API_BASE_URL environment variable or x-scim-base-url HTTP header).
- ⚠️Requires Node.js version 20.0.0 or higher.
Verified SafeView Analysis
iKnow-MCP-Server-SerpApi-Google-Scholar-
by ZidongS
An MCP server enabling research agents to access structured Google Scholar search results through the SerpApi, providing comprehensive control over search parameters.
An MCP server enabling research agents to access structured Google Scholar search results through the SerpApi, providing comprehensive control over search parameters.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires a SerpApi API key (paid service)
- ⚠️Dependencies installed via `pip install -e .`
Verified SafeView Analysis
cloudresumechallenge
by rustomjdee
To deploy a scalable and monitored personal website using AWS services and Infrastructure as Code (Terraform).
To deploy a scalable and monitored personal website using AWS services and Infrastructure as Code (Terraform).
Setup Requirements
- ⚠️Requires an AWS Account (paid services likely involved)
- ⚠️Requires Terraform CLI to manage infrastructure
- ⚠️Requires integration with PagerDuty, Slack, and Jira accounts
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barrier-free-kiosk-mcp-server
by KNU-team-kim
The server acts as a Multi-Channel Platform (MCP) server for a barrier-free kiosk, facilitating civic services such as move-in registration and resident registration document issuance through an AI-guided conversational flow.
The server acts as a Multi-Channel Platform (MCP) server for a barrier-free kiosk, facilitating civic services such as move-in registration and resident registration document issuance through an AI-guided conversational flow.
Setup Requirements
- ⚠️Requires a paid OpenAI API Key.
- ⚠️Requires the `uv` tool for dependency management and execution.
- ⚠️Requires Python 3.10 or newer.
- ⚠️Depends on an external Kiosk application backend available at `KIOSK_APP_URL`.
Verified SafeView Analysis
redis-crud-mcp-server
by Nicolas-Gong
This MCP server provides comprehensive CRUD (Create, Read, Update, Delete) operations for a Redis database.
This MCP server provides comprehensive CRUD (Create, Read, Update, Delete) operations for a Redis database.
Setup Requirements
- ⚠️Requires an accessible Redis server instance.
- ⚠️REDIS_PASSWORD environment variable is mandatory for server startup.
- ⚠️Manual configuration in `cline_mcp_settings.json` is needed, including the absolute path to the built server file.
Verified SafeView Analysis
mcp-video
by VMRam95
Enables LLMs to analyze video content by extracting frames as images and, in the future, transcribing audio to text.
Enables LLMs to analyze video content by extracting frames as images and, in the future, transcribing audio to text.
Setup Requirements
- ⚠️Requires Node.js >= 18 to be installed.
- ⚠️Requires `ffmpeg` and `ffprobe` to be installed system-wide and accessible in PATH.
- ⚠️Requires manual configuration in Claude Code's MCP settings file (`~/.claude/mcp_servers/mcp-video.json`) with the correct path to the compiled `index.js` file.
Verified SafeView Analysis
mcp-toggle
by dgilperez
Manages, discovers, and toggles Model Context Protocol (MCP) servers to enhance performance and configurability for AI development tools like Claude.
Manages, discovers, and toggles Model Context Protocol (MCP) servers to enhance performance and configurability for AI development tools like Claude.
Setup Requirements
- ⚠️Requires Node.js and npm for installation and managing MCP server packages.
- ⚠️Requires `jq` for JSON processing, which is critical for configuration management and cache generation.
- ⚠️Requires `envsubst` for multi-editor configuration synchronization, especially for variable substitution in config files.
- ⚠️Most useful MCP servers require specific API keys (e.g., `BRAVE_API_KEY`, `GH_TOKEN`) to be set as environment variables in the user's shell configuration (e.g., `~/.zshrc`).
Verified SafeView Analysis
drift-mcp
by Use-Tusk
This MCP server enables AI assistants to search, analyze, and debug API traffic data captured by Tusk Drift, including HTTP requests, database queries, and distributed traces.
This MCP server enables AI assistants to search, analyze, and debug API traffic data captured by Tusk Drift, including HTTP requests, database queries, and distributed traces.
Setup Requirements
- ⚠️Requires TUSK_API_KEY environment variable to be set.
- ⚠️Node.js version 22 or higher is required.
- ⚠️If multiple Tusk services are discovered in the workspace or default is not set, `observableServiceId` must be specified in tool calls to prevent ambiguity.
Verified SafeView Analysis
SUMO-MCP-Server
by HypaSMarty
Middleware to connect Large Language Models (LLMs) with Eclipse SUMO traffic simulations, enabling AI agents to automate traffic simulation workflows.
Middleware to connect Large Language Models (LLMs) with Eclipse SUMO traffic simulations, enabling AI agents to automate traffic simulation workflows.
Setup Requirements
- ⚠️Requires SUMO (Simulation of Urban MObility) to be installed and its binaries (`sumo`, `netgenerate`, etc.) accessible via PATH or `SUMO_HOME` environment variable.
- ⚠️Requires Python dependencies (`mcp`, `sumolib`, `traci`, `sumo-rl`, `pandas`, `requests`) to be installed in the Python environment used to run the server.
- ⚠️Internet connection is required for features like downloading OpenStreetMap data via `osmGet.py`.
Verified SafeView Analysis
test-mcp-server-remote
by abinasha123
Manages and tracks personal or business expenses via an API, including adding, listing, and summarizing entries.
Manages and tracks personal or business expenses via an API, including adding, listing, and summarizing entries.
Setup Requirements
- ⚠️Requires Python 3.14 or higher (unreleased at time of analysis), which may make it difficult to run currently.
- ⚠️All expense data is stored in a temporary SQLite database (expenses.db) within the system's temporary directory. This means data will be lost upon server restart or system cleanup.
Verified SafeView Analysis
tuneit-mcp
by mcuellar
Automate resume tailoring and job description formatting using AI-powered tools.
Automate resume tailoring and job description formatting using AI-powered tools.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service)
- ⚠️Requires Python 3.10 or higher
- ⚠️The 'save_tailored_resume_as_pdf' tool requires the 'pandoc' executable to be installed on the system (in addition to the 'pypandoc' Python library).
Verified SafeView Analysis
pushover-mcp-rs
by chrstnwhlrt
Enables LLMs to send push notifications to user devices via the Pushover API for alerts, task completion, or other attention-getting scenarios.
Enables LLMs to send push notifications to user devices via the Pushover API for alerts, task completion, or other attention-getting scenarios.
Setup Requirements
- ⚠️Requires a Pushover API Token and User Key (from pushover.net) which must be manually added to a configuration file after the first run.
- ⚠️Requires a Rust development environment (version 1.85+) to build the binary using `cargo build --release`.
- ⚠️The configuration file path is OS-specific (Linux: `~/.config/pushover-mcp-rs/config.json`, macOS: `~/Library/Application Support/pushover-mcp-rs/config.json`, Windows: `C:\Users\{user}\AppData\Roaming\pushover-mcp-rs\config.json`).