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Vetted Servers(9120)
lc-mcp-server
by refractionPOINT
This server bridges AI assistants with the LimaCharlie security platform, enabling natural language interaction for querying telemetry, investigating endpoints, responding to threats, and managing security content.
This server bridges AI assistants with the LimaCharlie security platform, enabling natural language interaction for querying telemetry, investigating endpoints, responding to threats, and managing security content.
Setup Requirements
- ⚠️Requires LimaCharlie API Key (LC_API_KEY) and Organization ID (LC_OID).
- ⚠️Requires a Google Gemini API Key (GOOGLE_API_KEY) for AI-powered generation tools (can be costly).
- ⚠️Running in HTTP mode with OAuth requires a Redis instance for state management.
Verified SafeView Analysis
mcp-server-ns-bridge
by eze-godoy
Integrates Netherlands Railways (NS) train information (route planning, pricing, real-time departures) into AI assistants via the Model Context Protocol (MCP).
Integrates Netherlands Railways (NS) train information (route planning, pricing, real-time departures) into AI assistants via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires an NS API key from apiportal.ns.nl (free to register, but requires subscription to specific APIs).
- ⚠️Docker Desktop or Docker Engine is required for the Docker installation option.
- ⚠️Python 3.11 or higher is required for local Python installations (`uv` or `pip`).
Verified SafeView Analysis
spring-ai-resos
by pacphi
AI-powered conversational interface for managing restaurant bookings, customers, orders, and feedback through tool invocation.
AI-powered conversational interface for managing restaurant bookings, customers, orders, and feedback through tool invocation.
Setup Requirements
- ⚠️Requires Java 25 and Maven 3.9.11.
- ⚠️Requires API keys for chosen LLM provider (OpenAI, Groq, OpenRouter are paid services).
- ⚠️Requires a running backend service providing the ResOS API and OAuth2 Authorization Server (can be local H2/PostgreSQL backend supplied by the project).
Verified SafeView Analysis
Central-Memory-MCP
by MWG-Logan
Provides durable, queryable project memory (entities, relations, observations) for AI assistants via HTTP-exposed Model Context Protocol (MCP) tool endpoints.
Provides durable, queryable project memory (entities, relations, observations) for AI assistants via HTTP-exposed Model Context Protocol (MCP) tool endpoints.
Setup Requirements
- ⚠️Requires .NET 10 SDK and Azure Functions Core Tools v4.
- ⚠️Requires Azurite for local Azure Table Storage emulation.
- ⚠️Crucially lacks production-ready authentication and authorization; external exposure without adding these is highly risky as per the documentation.
Review RequiredView Analysis
code-execution-with-mcp
by shams858
AI agent that generates and executes Python code to interact with Airtable using the Model Context Protocol (MCP) pattern for automation.
AI agent that generates and executes Python code to interact with Airtable using the Model Context Protocol (MCP) pattern for automation.
Setup Requirements
- ⚠️Requires a separate 'Airtable MCP server' to be running at http://localhost:8000/mcp (or specified URL), which is not part of this repository.
- ⚠️Requires an Anthropic API Key, which is a paid service.
Review RequiredView Analysis
imasparql-mcp-server
by YutaGoto
Provides an adapter to access Idolmaster (IMAS) character data from a SPARQL endpoint via the Model Context Protocol (MCP), supporting both HTTP and standard I/O connections.
Provides an adapter to access Idolmaster (IMAS) character data from a SPARQL endpoint via the Model Context Protocol (MCP), supporting both HTTP and standard I/O connections.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️Requires pnpm for package management
- ⚠️Relies on external imasparql SPARQL endpoint (https://sparql.crssnky.xyz/spql/imas/query)
Verified SafeView Analysis
smalltalk-mcp
by ccrraaiigg
A server or framework for managing and facilitating communication with AI agents, potentially incorporating a memory system, built using the Smalltalk MCP.
A server or framework for managing and facilitating communication with AI agents, potentially incorporating a memory system, built using the Smalltalk MCP.
Setup Requirements
- ⚠️Requires a Smalltalk development environment (e.g., Pharo, Squeak, VisualWorks) to be installed and configured.
- ⚠️Requires familiarity with the Smalltalk programming language and its unique development paradigm (image-based development).
- ⚠️Lack of standard package management files (e.g., package.json, requirements.txt, Dockerfile) means dependencies and setup steps are likely manual or specific to Smalltalk tooling.
Review RequiredView Analysis
streamable-http-mcp-server
by daydayup-zyn
This project provides a Spring Boot starter for integrating MCP (Model Controller Protocol) services, enabling developers to define HTTP API functions using annotations.
This project provides a Spring Boot starter for integrating MCP (Model Controller Protocol) services, enabling developers to define HTTP API functions using annotations.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) installed.
- ⚠️Requires Maven for building and running.
- ⚠️Explicitly compatible with Spring Boot 2.1.x, which is an outdated version and may lead to compatibility issues or security vulnerabilities with newer Spring Boot versions or libraries.
Verified SafeView Analysis
poly-secret-mcp
by hyperpolymath
Unified Model Context Protocol (MCP) server for managing secrets through HashiCorp Vault and Mozilla SOPS, enabling AI assistants and other MCP clients to securely handle credentials and sensitive data.
Unified Model Context Protocol (MCP) server for managing secrets through HashiCorp Vault and Mozilla SOPS, enabling AI assistants and other MCP clients to securely handle credentials and sensitive data.
Setup Requirements
- ⚠️Requires Deno runtime (>=2.0.0) to be installed.
- ⚠️Requires HashiCorp Vault CLI installed and configured with `VAULT_ADDR` and `VAULT_TOKEN` environment variables for Vault tools.
- ⚠️Requires Mozilla SOPS CLI installed and configured with a `.sops.yaml` file for SOPS tools.
Verified SafeView Analysis
databento-mcp-server
by Nice-Wolf-Studio
Accessing and analyzing professional market data from DataBento via a Model Context Protocol (MCP) server or Claude Code skills.
Accessing and analyzing professional market data from DataBento via a Model Context Protocol (MCP) server or Claude Code skills.
Setup Requirements
- ⚠️Requires Node.js v18+ runtime.
- ⚠️Requires a DataBento API key (access to most datasets requires a paid subscription).
- ⚠️Requires either Claude Desktop (for MCP server mode) or Claude Code CLI (for skills mode).
Verified SafeView Analysis
platform-engineering-copilot
by azurenoops
The Platform Engineering Copilot MCP server acts as an AI-powered orchestrator, exposing specialized AI agents for infrastructure management, compliance auditing, cost optimization, resource discovery, environment lifecycle, and security assessment to external AI tools and web applications.
The Platform Engineering Copilot MCP server acts as an AI-powered orchestrator, exposing specialized AI agents for infrastructure management, compliance auditing, cost optimization, resource discovery, environment lifecycle, and security assessment to external AI tools and web applications.
Setup Requirements
- ⚠️Requires Azure OpenAI API Key (Paid) and a configured Azure OpenAI deployment (e.g., GPT-4o).
- ⚠️Requires .NET SDK 9.0+ and Node.js 18+ for local development of all components.
- ⚠️For Docker deployments, `az login` must be run on the host machine before starting containers, as credentials are mounted from `~/.azure`.
- ⚠️Database migrations need to be run for the SQLite (default) or SQL Server database.
Verified SafeView Analysis
homeassistant-mcp-server
by agarib
Exposing comprehensive Home Assistant control as a FastAPI/OpenAPI REST and WebSocket API, including AI vision, real-time events, and code execution for AI assistants, automation platforms, and custom integrations.
Exposing comprehensive Home Assistant control as a FastAPI/OpenAPI REST and WebSocket API, including AI vision, real-time events, and code execution for AI assistants, automation platforms, and custom integrations.
Setup Requirements
- ⚠️Requires Home Assistant 2025.11+.
- ⚠️Relies on automatic SUPERVISOR_TOKEN injection via s6-overlay, which can be prone to specific environment issues if the structure changes.
- ⚠️Requires external VLM API (e.g., OpenAI, Anthropic, or local model via Open-WebUI) and corresponding API credentials for camera analysis tools.
- ⚠️The Python code execution tool exposes a high-risk `exec()` function, requiring extreme caution or deployment in an isolated and ephemeral environment.