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Vetted Servers(8554)
dremio-local-mcp
by AlexMercedCoder
This Dremio MCP Server connects AI agents to a Dremio lakehouse to manage, analyze, optimize, and govern data, facilitating complex data workflows with natural language prompts.
This Dremio MCP Server connects AI agents to a Dremio lakehouse to manage, analyze, optimize, and govern data, facilitating complex data workflows with natural language prompts.
Setup Requirements
- ⚠️Requires a Dremio Cloud account with a Project ID and a Personal Access Token (PAT).
- ⚠️Requires `dremio-cli` to be installed and configured with a profile (`~/.dremio/profiles.yaml`) containing Dremio API credentials.
- ⚠️Documentation-aware features (e.g., `plan_semantic_layer`, `search_docs`) benefit from a local `~/dremiodocs` folder containing Dremio documentation markdown files.
Verified SafeView Analysis
loda-mcp-server
by patrickkarle
Provides token-efficient document search and navigation capabilities to LLMs (specifically Claude Desktop/Code) by returning relevant logical sections within a specified token budget.
Provides token-efficient document search and navigation capabilities to LLMs (specifically Claude Desktop/Code) by returning relevant logical sections within a specified token budget.
Setup Requirements
- ⚠️Requires Node.js 18+ runtime environment.
- ⚠️Requires manual configuration in Claude Desktop/Code's JSON settings, including replacing a placeholder with the full path to the server script.
- ⚠️Documents for search are expected to be in a local 'staging' directory or provided via absolute paths.
Review RequiredView Analysis
phosphor
by crypticsaiyan
A terminal-based IRC client with modern UX, AI integration, and unique features, designed for efficiency.
A terminal-based IRC client with modern UX, AI integration, and unique features, designed for efficiency.
Setup Requirements
- ⚠️Python 3.11+ required.
- ⚠️Docker must be installed, running, and user must have appropriate permissions for '/ai docker-...' commands to function.
- ⚠️Azure SDK (`azure-identity`, `azure-mgmt-containerinstance`) and environment variables (`AZURE_SUBSCRIPTION_ID`, `AZURE_CLIENT_ID`, `AZURE_CLIENT_SECRET`, `AZURE_TENANT_ID`, `AZURE_RESOURCE_GROUP`) are required for Azure integration.
- ⚠️The `magic-wormhole` command-line tool must be installed for file transfers (`/send`, `/grab`).
- ⚠️`simpleaudio` (and underlying system audio libraries like `libasound2-dev` on Linux) is required for audio feedback.
Verified SafeView Analysis
PAP_mcp_server
by ibraimacamara
This server provides a backend API with tools for managing school-related data, including students, guardians, and their relationships, likely for a school administration system.
This server provides a backend API with tools for managing school-related data, including students, guardians, and their relationships, likely for a school administration system.
Setup Requirements
- ⚠️Requires a MySQL database named 'gestor_escola'.
- ⚠️Hardcoded database credentials (root user, empty password) must be changed for any non-local/production environment.
- ⚠️The PHP files in the 'dashmin' directory require a web server (e.g., Apache/Nginx with PHP) to function.
- ⚠️The Python backend requires 'fastmcp' and 'mysql.connector' libraries.
Review RequiredView Analysis
automation-workflows
by mendez1212
Automates UI image optimization, README updates, and gallery generation across GitHub repositories using a Rust-powered GitHub Action or a Node.js Vercel serverless function.
Automates UI image optimization, README updates, and gallery generation across GitHub repositories using a Rust-powered GitHub Action or a Node.js Vercel serverless function.
Setup Requirements
- ⚠️Requires a GitHub Personal Access Token (PAT) with 'repo' scope, or a configured GitHub App (for the Vercel processor), with associated secrets ('IMAGE_PROCESS_PAT', 'APP_ID', 'PRIVATE_KEY', 'GITHUB_WEBHOOK_SECRET').
- ⚠️For local script execution (`create-repo.sh`, `readme-creation-date.sh`), the GitHub CLI (`gh`) must be installed and authenticated.
- ⚠️The Node.js Vercel processor requires deployment to Vercel and Node.js >=20.0.0.
Verified SafeView Analysis
hcore-mcp
by vromano-newel
The HCore MCP Server exposes HCore APIs, organized into Postman collections, as tools for AI clients like Cursor to interact with backend services for healthcare data management.
The HCore MCP Server exposes HCore APIs, organized into Postman collections, as tools for AI clients like Cursor to interact with backend services for healthcare data management.
Setup Requirements
- ⚠️Requires `.env` file configuration (e.g., `POSTMAN_ENVIRONMENT_FILE`, `*_PATH` for collections) which is critical for functionality.
- ⚠️Relies on external Postman collection JSON files and a Postman environment JSON file, which must be correctly structured and located.
- ⚠️Designed for integration with the 'Cursor' IDE's Model Context Protocol, requiring specific client-side setup and configuration.
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corello-mcp-server
by AdiScaleup968
Provides AI agents with standardized access to manufacturing operations data for real-time analysis, monitoring, and data entry.
Provides AI agents with standardized access to manufacturing operations data for real-time analysis, monitoring, and data entry.
Setup Requirements
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Designed to connect to Google's AI Studio (aistudio.google.com) via an SSE endpoint.
- ⚠️Utilizes mock data; does not connect to a real database or external data source in its current default implementation.
Verified SafeView Analysis
CS8803_MLSecurity_MCP_Defense_Server
by NirjharDeb
Provides a defense layer for agentic LLMs in IDEs by detecting and sanitizing hidden payloads and malicious instructions within tool responses.
Provides a defense layer for agentic LLMs in IDEs by detecting and sanitizing hidden payloads and malicious instructions within tool responses.
Setup Requirements
- ⚠️Requires FastMCP Cloud for hosting, deployment, and automatic builds (as per README).
- ⚠️Needs specific JSON configuration within Cursor IDE's MCP settings to integrate.
- ⚠️Operates as a proxy to 'https://ronin-mcp-v1.fastmcp.app/mcp', requiring outbound network access to this URL.
Verified SafeView Analysis
ai-article-build-mcp-server-claude
by ivmarcos
A Model Context Protocol (MCP) server providing file system and utility tools for AI models like Claude to interact with the local environment.
A Model Context Protocol (MCP) server providing file system and utility tools for AI models like Claude to interact with the local environment.
Setup Requirements
- ⚠️Requires Node.js 18+ runtime environment.
- ⚠️Connecting to Claude requires specifying an absolute path to the `src/index.ts` file in the Claude configuration.
Verified SafeView Analysis
claude-cartographer
by pect0ral
Token-optimized codebase exploration and analysis for Claude Code, significantly reducing API token usage.
Token-optimized codebase exploration and analysis for Claude Code, significantly reducing API token usage.
Setup Requirements
- ⚠️Requires Python 3.8+.
- ⚠️Windows is not currently supported; designed for macOS and Linux.
- ⚠️Requires the `watchdog` library for file watching (automatically installed during setup).
Verified SafeView Analysis
openapi-spec-mcp-server
by vimalprakashts
Serves OpenAPI specifications as an MCP server for dynamic API interaction, exploration, code generation, and validation by AI clients like Claude, without loading the entire spec into context.
Serves OpenAPI specifications as an MCP server for dynamic API interaction, exploration, code generation, and validation by AI clients like Claude, without loading the entire spec into context.
Setup Requirements
- ⚠️Requires an OpenAPI/Swagger URL to be provided via CLI argument, environment variable, or configuration file.
- ⚠️Requires Node.js and npm (or npx) for installation and execution.
- ⚠️Designed to be used with a Model Context Protocol (MCP) client (e.g., Claude Code/Desktop), not as a standalone application with a direct user interface.
Verified SafeView Analysis
MSW-REPO
by MOODMNKY-LLC
This project provides a comprehensive academic management system for MSW students, integrating file storage in a repository with Notion as a programmatic frontend for organization, metadata management, and automation of academic content.
This project provides a comprehensive academic management system for MSW students, integrating file storage in a repository with Notion as a programmatic frontend for organization, metadata management, and automation of academic content.
Setup Requirements
- ⚠️Requires Notion API Key and manual sharing of Notion workspace/databases/pages (e.g., 'HUB' page) with the integration.
- ⚠️Requires Node.js v18+ and pnpm v9+ for core repository functionality and script execution.
- ⚠️Many scripts (e.g., update-hub-page.js, create-academic-databases.js) expect a Notion page titled 'HUB' to exist and be accessible to the integration.