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Vetted Servers(8554)
MCP-Server-remote-SpringAI
by yashas224
This application provides a Spring AI tool for fetching current weather status, designed for integration with large language models or AI agents.
This application provides a Spring AI tool for fetching current weather status, designed for integration with large language models or AI agents.
Setup Requirements
- ⚠️Requires a Weather-Api-Key (likely from weatherapi.com), which might involve registration and usage limits.
- ⚠️Requires a Java Development Kit (JDK) installed to build and run the Spring Boot application.
Verified SafeView Analysis
ProtegeMCP
by JakubK
Integrate Protege ontology editing and querying with LLMs/Agents via the Model Context Protocol (MCP).
Integrate Protege ontology editing and querying with LLMs/Agents via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires .NET 10 runtime to be installed.
- ⚠️Requires JavaSE-11+ runtime to be installed.
- ⚠️Must be installed and run as a plugin within the Protege ontology editor.
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ckan-mcp-server
by mjanez
Provides an intelligent MCP agent for CKAN open data portals, enabling semantic search, SQL queries, and geospatial analysis.
Provides an intelligent MCP agent for CKAN open data portals, enabling semantic search, SQL queries, and geospatial analysis.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Uses `uv` for package management and execution (alternative to pip/python).
- ⚠️Requires a configured CKAN portal URL (e.g., via `CKAN_URL` environment variable).
Verified SafeView Analysis
altium-designer-mcp
by embedded-society
AI-assisted creation and management of Altium Designer PCB footprint and schematic symbol libraries.
AI-assisted creation and management of Altium Designer PCB footprint and schematic symbol libraries.
Setup Requirements
- ⚠️Requires Rust 1.75+ to build from source.
- ⚠️Requires Claude Code CLI for AI integration.
- ⚠️A `config.json` file with `allowed_paths` must be manually created in `~/.altium-designer-mcp/` (Linux/macOS) or `%USERPROFILE%\.altium-designer-mcp\` (Windows) before first use.
Verified SafeView Analysis
mcp-powerpoint-server
by EiriniOr
Automates the creation and management of PowerPoint presentations, including data analysis and custom slide generation, primarily for AI-driven agents.
Automates the creation and management of PowerPoint presentations, including data analysis and custom slide generation, primarily for AI-driven agents.
Setup Requirements
- ⚠️PDF export functionality is not implemented in the Python code and explicitly requires external tools like LibreOffice or Microsoft PowerPoint for operation.
- ⚠️Integrating with Claude Code or ChatGPT (or other LLMs) requires additional configuration steps or a custom Python wrapper/bridge server, adding complexity beyond just running the server.
- ⚠️Data analysis features rely on pandas, which might consume significant memory for very large data files or complex operations.
Verified SafeView Analysis
ClickUp-MCP-Server
by Polaralias
A Model Context Protocol (MCP) server for the ClickUp API, enabling AI agents to interact with a ClickUp workspace for task and project management.
A Model Context Protocol (MCP) server for the ClickUp API, enabling AI agents to interact with a ClickUp workspace for task and project management.
Setup Requirements
- ⚠️Requires a ClickUp API Key (obtained from ClickUp settings).
- ⚠️Requires a secure `MASTER_KEY` environment variable (64-character hex string or strong passphrase) for all encryption, without which the server will not fully start or will be insecure.
- ⚠️Requires a PostgreSQL database for persistent session and configuration storage.
Verified SafeView Analysis
oci-mcp-server
by tk-logl
This project appears to be a server application designed for interaction with Oracle Cloud Infrastructure (OCI). The specific functionality denoted by 'MCP' is unknown without the source code.
This project appears to be a server application designed for interaction with Oracle Cloud Infrastructure (OCI). The specific functionality denoted by 'MCP' is unknown without the source code.
Review RequiredView Analysis
mcp-server
by siddikshaikh-haptiq
A local Model Context Protocol (MCP) server designed for comprehensive API, web browser, and phone UI testing.
A local Model Context Protocol (MCP) server designed for comprehensive API, web browser, and phone UI testing.
Setup Requirements
- ⚠️Requires Python 3.8 or higher.
- ⚠️Requires installation of Playwright browsers (e.g., `playwright install chromium`), which is a separate step after `pip install`.
Verified SafeView Analysis
arcgis-pro-mcp-server
by deaddayrevolution
This server enables Claude Code CLI to programmatically control ArcGIS Pro for GIS operations through a file-based communication bridge.
This server enables Claude Code CLI to programmatically control ArcGIS Pro for GIS operations through a file-based communication bridge.
Setup Requirements
- ⚠️Requires ArcGIS Pro with a specific 'Claude Pro Add-In' installed and running.
- ⚠️Requires Python 3.10+ (system Python, not ArcGIS Pro's bundled Python).
- ⚠️Requires 'Claude Code CLI' with MCP support.
Verified SafeView Analysis
mcpServer-holmesgpt
by mumong
Provides a unified gateway to expose various MCP tools (local Python scripts and external npm/uv packages) as SSE endpoints for AI agent integration.
Provides a unified gateway to expose various MCP tools (local Python scripts and external npm/uv packages) as SSE endpoints for AI agent integration.
Setup Requirements
- ⚠️Requires Node.js and npm/npx for `supergateway` and external npm/uv MCP packages.
- ⚠️Requires the `helm` command-line tool to be installed and accessible if the `helm-tools` are enabled.
- ⚠️The default Kubernetes deployment grants `cluster-admin` privileges, which is a significant security risk and should be reduced for production use.
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modern-cli-mcp
by hellst0rm
An MCP server exposing over 100 modern command-line interface (CLI) tools to AI/LLM agents, providing structured JSON-RPC access for filesystem, Git forges, containers, Kubernetes, and data transformation, optimized for AI consumption.
An MCP server exposing over 100 modern command-line interface (CLI) tools to AI/LLM agents, providing structured JSON-RPC access for filesystem, Git forges, containers, Kubernetes, and data transformation, optimized for AI consumption.
Setup Requirements
- ⚠️Requires Nix or Docker for zero-config dependency management, otherwise over 100 CLI tools must be manually installed.
- ⚠️GitHub and GitLab tools require authentication (token-based or interactive login).
- ⚠️Filesystem tools like 'File - Read/Write/Edit/Append/Patch' explicitly require absolute paths.
- ⚠️Users need to configure `.agentignore` files to restrict AI access to sensitive directories and files.
Verified SafeView Analysis
mcp-masterclass
by genaiunplugged14
Enables AI agents to learn from their experiences by tracking outcomes, identifying patterns, and automatically improving strategies over time.
Enables AI agents to learn from their experiences by tracking outcomes, identifying patterns, and automatically improving strategies over time.
Setup Requirements
- ⚠️Requires Claude Desktop application as the MCP Host.
- ⚠️Requires Python 3.10 or higher for server execution.
- ⚠️Manual configuration of Claude Desktop's `mcpServers` section is necessary, including absolute paths to the Python executable and `server.py` file, followed by a full Claude Desktop restart.