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Vetted Servers(8554)
mcp_server
by kipkemoifred
A Spring Boot application demonstrating Spring AI tool integration for retrieving weather information and a GraphQL client for fetching country data, acting as a service component for conversational AI.
A Spring Boot application demonstrating Spring AI tool integration for retrieving weather information and a GraphQL client for fetching country data, acting as a service component for conversational AI.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) 17+.
- ⚠️Building the application requires a build tool like Maven or Gradle (not explicitly provided in source, but implied by project structure).
Verified SafeView Analysis
jira-mcp-server
by dmj03
Automate Jira issue creation and management through an MCP server.
Automate Jira issue creation and management through an MCP server.
Setup Requirements
- ⚠️Requires access to a Jira instance and a user with permissions to create issues and generate an API token.
- ⚠️The environment variables JIRA_URL (optional, defaults to deepakjohnart.atlassian.net), JIRA_EMAIL, and JIRA_API_TOKEN must be correctly configured.
- ⚠️Requires Python packages 'fastmcp' and 'httpx' to be installed.
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CS8803_MLSecurity_MCP_Server
by NirjharDeb
An MCP server prototype for evaluating hidden-payload delivery to LLMs in agentic IDEs for ML security research and defensive testing.
An MCP server prototype for evaluating hidden-payload delivery to LLMs in agentic IDEs for ML security research and defensive testing.
Setup Requirements
- ⚠️Requires `fastmcp` Python library (implicit dependency)
- ⚠️Requires Python 3.8+
Verified SafeView Analysis
connectx7-mcp-plugin
by PaulRoze
Provides comprehensive documentation, code patterns, and troubleshooting guides for NVIDIA ConnectX-7, DOCA, VMA, and RDMA driver development, primarily for high-performance networking and broadcast/media teams.
Provides comprehensive documentation, code patterns, and troubleshooting guides for NVIDIA ConnectX-7, DOCA, VMA, and RDMA driver development, primarily for high-performance networking and broadcast/media teams.
Setup Requirements
- ⚠️Requires Python >=3.10.
- ⚠️Manual setup involves cloning a Git repository, creating a virtual environment, installing dependencies, and configuring a specific absolute path to the executable in Claude Code's settings.json.
- ⚠️Requires internet access to fetch documentation if not already cached.
Verified SafeView Analysis
ui
by bioanywhere
API client for accessing and processing world news from various sources.
API client for accessing and processing world news from various sources.
Setup Requirements
- ⚠️Requires API keys (api-key and/or x-api-key) which must be obtained from worldnewsapi.com.
- ⚠️The C++ client requires CMake 3.2+, Qt, and a C++ compiler.
- ⚠️The Python client requires Python 3.7+.
Verified SafeView Analysis
gitflow-for-pms
by asaprivate
Enables non-technical Product Managers to manage Git and GitHub workflows directly through AI coding assistants.
Enables non-technical Product Managers to manage Git and GitHub workflows directly through AI coding assistants.
Setup Requirements
- ⚠️Requires Docker Desktop (or Rancher Desktop) to run the PostgreSQL database and Redis cache.
- ⚠️Requires Node.js v20+ to run the server.
- ⚠️Requires manual creation and configuration of a GitHub OAuth App to obtain GITHUB_CLIENT_ID and GITHUB_CLIENT_SECRET, which is a multi-step process outside the direct installation commands.
Verified SafeView Analysis
MCP-SERVER
by igorrodrigz
A FastAPI backend serving as a virtual tourist guide chatbot, leveraging the Groq API for natural language processing and integrating with a database to provide location-specific information for Uruguaiana, Brazil.
A FastAPI backend serving as a virtual tourist guide chatbot, leveraging the Groq API for natural language processing and integrating with a database to provide location-specific information for Uruguaiana, Brazil.
Setup Requirements
- ⚠️Requires a Groq API Key, implying a dependency on a potentially paid external AI service.
- ⚠️Requires a database setup: by default, it expects a MySQL instance with pre-existing tables (`pontos_turisticos_pontoturistico`, `estabelecimentos_restaurante`). If configured for SQLite, a `turismo.db` file with `cidades`, `pontos_turisticos`, and `restaurantes` tables is needed. The database schema itself is not provided in the source code.
- ⚠️External Python dependencies (e.g., fastapi, uvicorn, requests, python-dotenv, mysql-connector-python) must be installed prior to running.
Verified SafeView Analysis
jira-mcp
by premkalyan
Integrates Jira Cloud with AI agents and automation systems via Model Context Protocol, providing comprehensive issue, project, and sprint management capabilities.
Integrates Jira Cloud with AI agents and automation systems via Model Context Protocol, providing comprehensive issue, project, and sprint management capabilities.
Setup Requirements
- ⚠️Requires Node.js 18.0.0 or higher.
- ⚠️Requires access to a Jira Cloud instance with an API Token and appropriate permissions (Browse projects, Create/Edit issues, Work on issues, Add comments).
- ⚠️For multi-tenant Vercel deployment, it depends on an external Project Registry (https://project-registry-henna.vercel.app) and requires setting `REGISTRY_URL` and `REGISTRY_AUTH_TOKEN` environment variables in Vercel.
Verified SafeView Analysis
mcp-ripestat
by taihen
A Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to query the RIPEstat Data API for network information, IP addresses, prefixes, and ASNs using natural language.
A Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to query the RIPEstat Data API for network information, IP addresses, prefixes, and ASNs using natural language.
Setup Requirements
- ⚠️No built-in authentication/authorization; requires external security measures (e.g., firewall, MCPProxy).
- ⚠️Requires Go 1.24.4+ and Make for building and running directly.
- ⚠️Usage might be affected by RIPEstat API quotas, despite internal rate limiting.
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ocs-mcp-server
by AILLY2025
The OCS MCP Server acts as an API gateway for an OCS (Order Management System), providing tools for order review, order querying, and warehouse management to automate business processes.
The OCS MCP Server acts as an API gateway for an OCS (Order Management System), providing tools for order review, order querying, and warehouse management to automate business processes.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️Requires 'uv' package manager for dependency management.
- ⚠️Requires various OCS API credentials (e.g., OCS_BASE_URL, OCS_ACCESS_TOKEN or OCS_USERNAME/OCS_PASSWORD) to be configured via environment variables for proper functionality.
Review RequiredView Analysis
MCP
by raalrwai
A minimal API server exposing simple tools for potential integration with AI agents or other applications.
A minimal API server exposing simple tools for potential integration with AI agents or other applications.
Setup Requirements
- ⚠️Requires the 'mcp' Python library to be installed.
Verified SafeView Analysis
mcp-learning-memory
by nulone
Provides AI assistants with persistent, feedback-learning memory to save insights, track feedback, and improve information retrieval.
Provides AI assistants with persistent, feedback-learning memory to save insights, track feedback, and improve information retrieval.
Setup Requirements
- ⚠️Requires Node.js 18+ to run.
- ⚠️Requires Claude CLI or Claude Desktop for integration as an MCP server. Manual configuration of `claude.json` (or `claude_desktop_config.json`) with an absolute path to `dist/index.js` is necessary.
- ⚠️While general operations (add, list, search) are efficient, retrieving full content for an insight (`get_detail`) or exporting all memory (`export_memory`) can return large amounts of text, potentially leading to higher token consumption by the AI client.