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Vetted Servers(9120)
pihole-mcp-server
by JafarKhQ
Manage Pi-hole instances and DNS settings programmatically via AI applications using predefined commands.
Manage Pi-hole instances and DNS settings programmatically via AI applications using predefined commands.
Setup Requirements
- ⚠️Requires Java 21 JDK and Maven for building from source.
- ⚠️Requires a running Pi-hole instance to connect to.
- ⚠️Mandatory environment variables: PIHOLE_HOST and PIHOLE_APP_PASSWORD for Pi-hole connection.
Verified SafeView Analysis
dooray-mcp-server
by john33fiao
Provides a read-only Model Context Protocol (MCP) server to query Dooray API data for projects, posts, and wikis, intended for use with MCP-compatible clients like MCP Inspector or AI agents.
Provides a read-only Model Context Protocol (MCP) server to query Dooray API data for projects, posts, and wikis, intended for use with MCP-compatible clients like MCP Inspector or AI agents.
Setup Requirements
- ⚠️Requires a Dooray personal API authentication token, which must be manually generated from Dooray's personal settings.
- ⚠️Requires Node.js 18 or higher for runtime compatibility.
- ⚠️Requires npm 9 or higher (or pnpm/yarn) for dependency management.
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servicenow-mcp-server
by aviro092
Integrate AI assistants with ServiceNow for comprehensive incident, change request, and incident task management.
Integrate AI assistants with ServiceNow for comprehensive incident, change request, and incident task management.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires a configured ServiceNow instance with OAuth2 client credentials for API access.
- ⚠️Requires setting up environment variables in a '.env' file for ServiceNow API configuration (e.g., SERVICENOW_BASE_URL, SERVICENOW_CLIENT_ID, SERVICENOW_CLIENT_SECRET).
Verified SafeView Analysis
mcp-server-test
by sankethsura
This server provides a set of predefined functions (like mathematical calculations and greetings) exposed via the Model Context Protocol (MCP) over standard I/O for integration with AI agents like Claude Desktop.
This server provides a set of predefined functions (like mathematical calculations and greetings) exposed via the Model Context Protocol (MCP) over standard I/O for integration with AI agents like Claude Desktop.
Setup Requirements
- ⚠️Requires manual JSON configuration file editing for Claude Desktop integration.
- ⚠️The server is designed for `stdio` transport (e.g., Claude Desktop) and requires code modification to use HTTP for cloud deployments.
- ⚠️The provided `mcp_server.py` implements only 'calculator' and 'greeting' tools, which is a significant reduction in scope compared to the 'Available Usecases' and 'Available Tools' described in the README (e.g., data analysis, file operations, web requests, `trigger_function_by_usecase`).
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AgentDeck
by andrewvu270
A platform for deploying and managing specialized AI agent teams, integrating them with applications via automated Model Context Protocol (MCP) servers, and facilitating multi-agent collaboration and conversations.
A platform for deploying and managing specialized AI agent teams, integrating them with applications via automated Model Context Protocol (MCP) servers, and facilitating multi-agent collaboration and conversations.
Setup Requirements
- ⚠️Requires API keys for LLM providers (OpenAI, Anthropic, Google), which incur costs.
- ⚠️Requires Docker and Docker Compose for local development and deployment.
- ⚠️Relies on PostgreSQL as the primary database and Redis for caching and job processing.
Verified SafeView Analysis
GEMINI_CLI
by seher873
Provides a command-line interface for interacting with the Google Gemini AI models.
Provides a command-line interface for interacting with the Google Gemini AI models.
Setup Requirements
- ⚠️Requires Google Gemini API Key (Paid)
- ⚠️SOURCE CODE WAS NOT PROVIDED, additional setup requirements or friction points are unknown and cannot be identified.
Review RequiredView Analysis
PaddleOCR-X-High-Performance-Inference-MCP-Server-Suite
by williamIIliu
This server provides an intelligent document processing toolkit based on PaddleOCR 3.3 and PP-StructureV3, offering comprehensive functionalities like OCR, layout detection, table processing, formula recognition, and seal detection for various document types including PDFs.
This server provides an intelligent document processing toolkit based on PaddleOCR 3.3 and PP-StructureV3, offering comprehensive functionalities like OCR, layout detection, table processing, formula recognition, and seal detection for various document types including PDFs.
Setup Requirements
- ⚠️Requires PaddlePaddle GPU version 3.0.0 (specific older version) for optimal performance and high-performance inference (HPI).
- ⚠️Requires CUDA 11.8+ and TensorRT 8.x series (e.g., 8.6.1.6) for GPU acceleration. Setup involves manual downloading and environment variable configuration for TensorRT.
- ⚠️A known `ImportError` for `fused_rms_norm_ext` when using HPI requires a manual code modification (commenting out the import in PaddlePaddle's source), which can be fragile and might break with future PaddlePaddle updates.
Verified SafeView Analysis
No2SQL
by Ptalati015
Transforms MongoDB/non-relational schemas into relational database models, generating ER diagrams and SQL scripts for data migration or visualization.
Transforms MongoDB/non-relational schemas into relational database models, generating ER diagrams and SQL scripts for data migration or visualization.
Setup Requirements
- ⚠️Requires .NET SDK for local development and running from source.
- ⚠️The project template is in an 'early preview stage', which may imply instability or breaking changes.
- ⚠️Requires specific IDE configuration files (.vscode/mcp.json or .mcp.json) for integration with Copilot Chat.
Review RequiredView Analysis
read-docs
by ys319
Extracts the main readable content from web pages, including those rendered client-side (CSR), and converts it into Markdown format for saving or display.
Extracts the main readable content from web pages, including those rendered client-side (CSR), and converts it into Markdown format for saving or display.
Setup Requirements
- ⚠️Requires Go 1.21 or higher for building the application.
- ⚠️The first execution will automatically download Chromium, which requires an internet connection and sufficient disk space.
Review RequiredView Analysis
mcp-server-cloudautomator
by juno
This MCP server provides tools to interact with the Cloud Automator REST API, allowing users to manage jobs, job workflows, logs, post-processes, and group-specific AWS and Google Cloud accounts.
This MCP server provides tools to interact with the Cloud Automator REST API, allowing users to manage jobs, job workflows, logs, post-processes, and group-specific AWS and Google Cloud accounts.
Setup Requirements
- ⚠️Requires Node.js to be installed on the host machine.
- ⚠️Requires a Cloud Automator API key, which must be obtained and configured as an environment variable (`CLOUDAUTOMATOR_API_KEY`).
- ⚠️The full API responses are returned as strings, meaning the consuming client (e.g., LLM) will need to parse the JSON content for interpretation.
Verified SafeView Analysis
mcp-playbooks
by leonardokasat-cientistavenda
Manages structured processes and workflows (playbooks) within Mattermost, enabling creation, execution, and task management for various team operations.
Manages structured processes and workflows (playbooks) within Mattermost, enabling creation, execution, and task management for various team operations.
Setup Requirements
- ⚠️Requires a running Mattermost instance with the 'Playbooks' plugin enabled.
- ⚠️Requires Node.js installed on the host system.
- ⚠️The `MCP_MATTERMOST_TOKEN` must have sufficient permissions to interact with the Mattermost Playbooks plugin and core APIs.
Verified SafeView Analysis
python-agent-demo
by BachEndDeveloper
An AI agent providing pirate-themed jokes and integrating weather information, exposed as an MCP server.
An AI agent providing pirate-themed jokes and integrating weather information, exposed as an MCP server.
Setup Requirements
- ⚠️Requires Azure OpenAI API Key and Endpoint URL (Paid Service)
- ⚠️Requires Python 3.13 or newer
- ⚠️Requires 'agent-framework' dependency