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Vetted Servers(8554)
ai-finance-app
by anandprasad29
An AI-powered personal finance assistant that integrates with Copilot Money and Google Sheets to answer finance-related questions via Claude Code CLI.
An AI-powered personal finance assistant that integrates with Copilot Money and Google Sheets to answer finance-related questions via Claude Code CLI.
Setup Requirements
- ⚠️Requires macOS for the Copilot Money application and its local data cache.
- ⚠️Requires manual setup of a Google Cloud Project, enabling specific APIs (Sheets, Drive), and configuring OAuth 2.0 credentials.
- ⚠️Relies on installing external Node.js (`copilot-money-mcp`) and Python (`google-workspace-mcp` via `uvx`) packages globally.
Verified SafeView Analysis
kotlin-web-context-mcp
by omriavigdor2210
Serves as a backend web application or API server built with Kotlin and Ktor.
Serves as a backend web application or API server built with Kotlin and Ktor.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK)
- ⚠️Requires Gradle to build and run
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ateliers-public-notes
by yuu-git
A system for managing public notes, including TODOs, ideas, guidelines, and code samples, likely facilitated by an AI-powered MCP server.
A system for managing public notes, including TODOs, ideas, guidelines, and code samples, likely facilitated by an AI-powered MCP server.
Setup Requirements
- ⚠️Requires a running instance of 'ateliers-ai-mcpserver' as detailed in the linked repository (https://github.com/yuu-git/ateliers-ai-mcpserver).
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MCP_server_for_apis
by andreasklae
Provides a Model Context Protocol (MCP) server for Norwegian cultural heritage APIs, enabling AI agents to query Wikipedia, Store Norske Leksikon, and Riksantikvaren databases.
Provides a Model Context Protocol (MCP) server for Norwegian cultural heritage APIs, enabling AI agents to query Wikipedia, Store Norske Leksikon, and Riksantikvaren databases.
Setup Requirements
- ⚠️Requires OpenAI API Key or Azure OpenAI credentials for chat features (paid services).
- ⚠️Requires Python 3.12 or newer.
- ⚠️Session state is in-memory and non-persistent, meaning sessions are lost on server restart and it's not designed for horizontal scaling.
Verified SafeView Analysis
learndocsmcpconsole
by pdebruin
Provides sample code for learning about an MCP server, likely focused on development or specific network protocols.
Provides sample code for learning about an MCP server, likely focused on development or specific network protocols.
Review RequiredView Analysis
content-mcp-server
by eagleisbatman
AI-powered content generation service for Vietnamese farmers, producing weekly podcasts and image articles based on agricultural data.
AI-powered content generation service for Vietnamese farmers, producing weekly podcasts and image articles based on agricultural data.
Setup Requirements
- ⚠️Requires Google Gemini API Key (Paid service for text, images, and TTS generation)
- ⚠️Requires Cloudinary API Key and Secret (Paid service for image/audio storage)
- ⚠️Requires PostgreSQL database connection (Self-hosted or Managed)
- ⚠️Requires external Backend API URL for trend analysis
Verified SafeView Analysis
forge-anvil
by agentic-forge
A client tool for testing and interacting with MCP (Microservice Communication Protocol) servers, offering both CLI and web UI interfaces.
A client tool for testing and interacting with MCP (Microservice Communication Protocol) servers, offering both CLI and web UI interfaces.
Setup Requirements
- ⚠️Requires Python 3.12 or higher.
- ⚠️Requires `uv` for dependency management and running (e.g., `uv sync`, `uv run`).
- ⚠️Primarily designed to test *other* running MCP servers; it does not provide an MCP server itself, but rather a client and a local UI server.
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rituals-personal-sleep-coach-1764109921320
by guilhermetechmakers
A cross-platform personal sleep coach application generating daily personalized pre-sleep and morning rituals, with sleep tracking and journaling features.
A cross-platform personal sleep coach application generating daily personalized pre-sleep and morning rituals, with sleep tracking and journaling features.
Setup Requirements
- ⚠️Requires a separate backend API server to be running and accessible at the EXPO_PUBLIC_API_URL environment variable, as this repository only contains the frontend code.
- ⚠️Full payment processing for subscriptions relies on a Stripe backend integration (including tokenization and webhook handling), which is not part of this frontend codebase and will need significant development.
- ⚠️Wearable API integrations (Apple Health, Google Fit, Oura, Fitbit, Garmin) are only conceptual in the frontend types and hooks; the actual integration and backend synchronization logic are missing.
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quantum_mcp_server
by pietro-della-peruta
An MCP server that provides an interface to IBM Quantum computing services for listing backends and executing quantum circuits.
An MCP server that provides an interface to IBM Quantum computing services for listing backends and executing quantum circuits.
Setup Requirements
- ⚠️Requires an active IBM Quantum account and API Token (QISKIT_IBM_TOKEN env var), which may incur costs for running on real quantum hardware or cloud simulators.
- ⚠️The client example (`shor_example.py`) depends on the `shor_15_7.qasm` file being present. If missing, it requires running `python generate_shor_qasm.py` first.
- ⚠️Requires specific Qiskit versions: `qiskit>=1.0.0` and `qiskit-ibm-runtime>=0.20.0`.
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Andrea---AI-Healthcare-Receptionist
by ShreyKamdar0503
An AI healthcare receptionist for a dental clinic, handling multi-agent voice conversations for appointment scheduling, patient intake, insurance checks, and call logging.
An AI healthcare receptionist for a dental clinic, handling multi-agent voice conversations for appointment scheduling, patient intake, insurance checks, and call logging.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for GPT-4o-mini.
- ⚠️Requires VAPI platform setup and configuration.
- ⚠️Requires an n8n instance with configured workflows for CRM, scheduling, etc.
- ⚠️Requires Google Sheets access for CRM and call logging, and Twilio for telephony.
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r2r-ultra-mcp-server
by evgenygurin
Provides an enterprise-grade Model Context Protocol (MCP) server that integrates with an R2R (Retrieval & RAG) backend, offering tools for hybrid search, RAG queries, multi-turn agent conversations, collection management, document upload, and automated workflows, optimized for client applications like Cursor or Claude Desktop.
Provides an enterprise-grade Model Context Protocol (MCP) server that integrates with an R2R (Retrieval & RAG) backend, offering tools for hybrid search, RAG queries, multi-turn agent conversations, collection management, document upload, and automated workflows, optimized for client applications like Cursor or Claude Desktop.
Setup Requirements
- ⚠️Requires an external R2R API instance to be running and accessible.
- ⚠️Requires an R2R API_KEY for authentication with the R2R backend.
- ⚠️Requires Python 3.10 or higher.
Verified SafeView Analysis
CodeSeek
by skanga
Provides semantically-aware, fast code search and context management for AI coding agents, offering ranked file results and code analysis.
Provides semantically-aware, fast code search and context management for AI coding agents, offering ranked file results and code analysis.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) to build using Maven.
- ⚠️Requires Java Runtime Environment (JRE) to run the compiled JAR.