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Vetted Servers(9120)
test-remote-mcp-server
by tamangmilan
This server provides a simple API for tracking, listing, and summarizing personal expenses.
This server provides a simple API for tracking, listing, and summarizing personal expenses.
Setup Requirements
- ⚠️Requires Python 3.13 or newer
Verified SafeView Analysis
qanat-goose-mcp
by professordnyc
A multimodal seller dashboard assistant for Square, integrating voice and gesture controls via a Goose MCP-UI extension.
A multimodal seller dashboard assistant for Square, integrating voice and gesture controls via a Goose MCP-UI extension.
Setup Requirements
- ⚠️Requires a Square API Key for sandbox or production (a free developer account or paid account is needed).
- ⚠️Requires an ElevenLabs API Key for voice features (ElevenLabs offers free and paid tiers).
- ⚠️PyAudio is required for microphone input, which can be challenging to install on some operating systems. Voice features will be disabled if not present.
- ⚠️Requires 'Goose Desktop' application to run as an MCP-UI extension.
Verified SafeView Analysis
ruby-quickbooks-mcp-server
by andreibondarev
A Ruby implementation of the Model Context Protocol (MCP) server for QuickBooks Online integration, enabling CRUD and search operations for various QuickBooks entities.
A Ruby implementation of the Model Context Protocol (MCP) server for QuickBooks Online integration, enabling CRUD and search operations for various QuickBooks entities.
Setup Requirements
- ⚠️Requires Ruby 3.0 or higher
- ⚠️Requires a QuickBooks Online developer account and app credentials (Client ID, Client Secret)
- ⚠️Requires configuring `http://localhost:8000/callback` as a Redirect URI in the QuickBooks app settings
Verified SafeView Analysis
mcp-relay-server
by JJAMAWAVE
The MCP Relay Server acts as an intermediary, forwarding tool call requests from clients to a local agent and synchronizing tool definitions.
The MCP Relay Server acts as an intermediary, forwarding tool call requests from clients to a local agent and synchronizing tool definitions.
Setup Requirements
- ⚠️Requires a 'tools/' directory containing Python modules with `@mcp_tool` decorated functions for tool definitions.
- ⚠️Requires a separate 'Local Agent' application to connect via WebSocket to `/ws` to provide actual tool implementations; without it, tool calls will fail.
- ⚠️Relies on `uvicorn` for execution (implicitly, as it's a FastAPI app).
Verified SafeView Analysis
mcp-countries-server
by yuvko24
Provides an API wrapper for accessing country information from an external REST API (restcountries.com), exposing tools to query country details by name, list by region, or search by language.
Provides an API wrapper for accessing country information from an external REST API (restcountries.com), exposing tools to query country details by name, list by region, or search by language.
Setup Requirements
- ⚠️Requires Python environment with FastAPI, FastMCP, httpx, and uvicorn installed.
- ⚠️Relies on the external restcountries.com API availability and its data structure; changes to this API could break functionality.
Verified SafeView Analysis
ts-http-mcp
by jules-tnk
An MCP server enabling AI agents to send HTTP requests with full control over methods, headers, query parameters, and request bodies.
An MCP server enabling AI agents to send HTTP requests with full control over methods, headers, query parameters, and request bodies.
Setup Requirements
- ⚠️Requires Node.js environment
- ⚠️Only supports stdio transport for MCP communication
Verified SafeView Analysis
skills-integrate-mcp-with-copilot
by brandonlacoste9-tech
This repository demonstrates how to integrate GitHub Copilot Agent Mode with Model Context Protocol (MCP) servers to practice agentic loops for various development stages including research, planning, implementation, testing, and updates.
This repository demonstrates how to integrate GitHub Copilot Agent Mode with Model Context Protocol (MCP) servers to practice agentic loops for various development stages including research, planning, implementation, testing, and updates.
Setup Requirements
- ⚠️Requires GitHub Copilot subscription/access
- ⚠️Likely requires API keys/authentication for external MCP services (GitHub, Figma, Playwright)
Review RequiredView Analysis
cua-mcp-server
by taskcrew
Delegates desktop automation tasks to an autonomous vision-based AI agent controlling cloud-based virtual machine sandboxes.
Delegates desktop automation tasks to an autonomous vision-based AI agent controlling cloud-based virtual machine sandboxes.
Setup Requirements
- ⚠️Requires CUA Cloud API Key (Paid for sandbox access)
- ⚠️Requires Anthropic API Key (Paid for vision AI processing)
- ⚠️Requires Vercel Pro plan (for 800s maximum function timeout)
Verified SafeView Analysis
mcp_calculator
by Mkhubaiib
A beginner-friendly Model Context Protocol (MCP) server exposing a simple calculator tool (add, subtract, multiply, divide) over WebSocket using FastAPI.
A beginner-friendly Model Context Protocol (MCP) server exposing a simple calculator tool (add, subtract, multiply, divide) over WebSocket using FastAPI.
Setup Requirements
- ⚠️Requires Python 3.9 or higher.
- ⚠️Dependencies must be installed via pip (e.g., 'pip install -e .').
Verified SafeView Analysis
outlook-mcp
by horison-ai
Provides Microsoft Outlook/Graph API integration as an MCP server, enabling email management and calendar event scheduling.
Provides Microsoft Outlook/Graph API integration as an MCP server, enabling email management and calendar event scheduling.
Setup Requirements
- ⚠️Requires a separate 'connectivity service' to be running and accessible, typically at http://localhost:8001, to obtain user credentials.
- ⚠️Requires Python 3.11 or higher.
- ⚠️Depends on a 'shared' Python module for `credential_cache`, implying it's part of a larger project structure and not a standalone utility.
Verified SafeView Analysis
sourcegraph-mcp
by akbad
Provides AI-enhanced code search capabilities by integrating with a Sourcegraph instance via the Model Context Protocol (MCP).
Provides AI-enhanced code search capabilities by integrating with a Sourcegraph instance via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires access to a Sourcegraph instance (self-hosted or sourcegraph.com).
- ⚠️Requires Python 3.10+.
- ⚠️Requires configuration of `SRC_ENDPOINT` environment variable.
Verified SafeView Analysis
go.model-orchestrator
by TypeTerrors
Orchestrates multiple LLM agent wrappers and tool servers via mDNS, presenting a single OpenAI-compatible API to clients.
Orchestrates multiple LLM agent wrappers and tool servers via mDNS, presenting a single OpenAI-compatible API to clients.
Setup Requirements
- ⚠️Requires an OpenAI-compatible LLM service (e.g., Ollama, which it defaults to) to be running and accessible for all agents.
- ⚠️Relies on mDNS for service discovery, which may require specific network configuration or permissions to function correctly across components.
- ⚠️Requires a Go runtime environment with dependencies for manual execution, or Docker/Docker Compose for containerized deployment.