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Vetted Servers(8554)
mcp-server-http-streamable-b4j
by pyhoon
To enable HTTP streamable/SSE transport for Claude Desktop, which typically only supports stdio, by using a local proxy/bridge via the mcp-remote utility.
To enable HTTP streamable/SSE transport for Claude Desktop, which typically only supports stdio, by using a local proxy/bridge via the mcp-remote utility.
Setup Requirements
- ⚠️Requires Node.js and npm to execute `npx` commands.
- ⚠️Relies on the `mcp-remote` npm package, which must be installed or accessible in the execution environment.
- ⚠️Assumes a separate HTTP-streamable MCP server is already running and accessible at `http://127.0.0.1:8080/mcp` for `mcp-remote` to connect to.
Verified SafeView Analysis
mcp-fast-server
by fancier21
This project is a placeholder for a fast server application, currently only printing a greeting message.
This project is a placeholder for a fast server application, currently only printing a greeting message.
Setup Requirements
- ⚠️Requires Python 3.13+ as specified in pyproject.toml.
Verified SafeView Analysis
mcp-toolbox
by rajkundalia
Provides a set of utility tools (format conversion, text processing, network checks) exposed via the Model Context Protocol (MCP) for LLMs to consume.
Provides a set of utility tools (format conversion, text processing, network checks) exposed via the Model Context Protocol (MCP) for LLMs to consume.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️The primary testing method uses `npx` which requires Node.js to be installed.
- ⚠️If using the Ollama host (`host/run_ollama.py`), an Ollama server must be installed and running (`ollama serve`) and the desired model pulled (`ollama pull llama3`).
Verified SafeView Analysis
whytcard
by WhytcardAI
WhytCard Intelligence Core: A cognitive engine and AI infrastructure MCP server providing triple memory (semantic, episodic, procedural), a knowledge graph, RAG capabilities, and multi-agent orchestration for complex tasks.
WhytCard Intelligence Core: A cognitive engine and AI infrastructure MCP server providing triple memory (semantic, episodic, procedural), a knowledge graph, RAG capabilities, and multi-agent orchestration for complex tasks.
Setup Requirements
- ⚠️Requires Rust 1.75+
- ⚠️Requires Node.js 20+ for external MCP `npm` servers
- ⚠️Requires Python 3.10+ for external MCP `pip` servers
- ⚠️Requires downloading GGUF LLM models (can be large, ~4-7GB+)
- ⚠️Attempts to use GPU acceleration by default (CUDA/Metal setup may be needed for optimal performance)
- ⚠️TAVILY_API_KEY environment variable required for Tavily web search integration
- ⚠️CONTEXT7_API_KEY environment variable required for Context7 documentation integration
Verified SafeView Analysis
mcp-e70738e0-946f1f4b-healiora
by aiscibe-mcp-deployment
This MCP server exposes configured APIs as tools that can be used by Claude and other AI models, acting as an API gateway for AI orchestration.
This MCP server exposes configured APIs as tools that can be used by Claude and other AI models, acting as an API gateway for AI orchestration.
Setup Requirements
- ⚠️Requires installation of Python dependencies from `requirements.txt`.
- ⚠️Requires `OPENAI_API_KEY` environment variable for deployment (as stated in README).
- ⚠️Requires configuration of `API_CONNECTIONS` in `app/mcp_server.py` to define external APIs and register tools, as it's empty by default in the provided code, making it non-functional for API calls without further setup.
Verified SafeView Analysis
pvpc-mcp-server
by rfdez
Fetch daily electricity tariffs (PVPC) from Red Eléctrica for consumers billed under the 2.0 TD tariff.
Fetch daily electricity tariffs (PVPC) from Red Eléctrica for consumers billed under the 2.0 TD tariff.
Setup Requirements
- ⚠️Requires an API key from Esios Red Eléctrica de España (external registration required, potential usage costs/limits).
- ⚠️Requires Node.js >= 24 and npm >= 10.9.2.
Verified SafeView Analysis
MCP_Server
by bhingarekiran29-aiQA
Provides a microservice for basic arithmetic operations (addition, subtraction, multiplication, division), intended to be consumed by other systems or agents via the Microservice Communication Protocol (MCP).
Provides a microservice for basic arithmetic operations (addition, subtraction, multiplication, division), intended to be consumed by other systems or agents via the Microservice Communication Protocol (MCP).
Setup Requirements
- ⚠️Requires the 'mcp.server.fastmcp' Python package, which is an external dependency not provided in the source code.
- ⚠️Requires a Python interpreter to execute the script.
Verified SafeView Analysis
Enable Microsoft Foundry Agents to securely trigger enterprise machine learning workflows in Azure ML through a standardized Model Context Protocol (MCP) server.
Enable Microsoft Foundry Agents to securely trigger enterprise machine learning workflows in Azure ML through a standardized Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Python 3.9+
- ⚠️Requires an Azure subscription with Azure AI Foundry project and Azure Machine Learning workspace (including a compute cluster like 'mcp-compute').
- ⚠️Requires Azure CLI installed and authenticated (via 'az login').
- ⚠️Requires manual configuration of Azure and MCP server credentials in a .env file.
Verified SafeView Analysis
mcp-onenote
by Dylan78Lange
A server component designed to interact with or manage Microsoft OneNote content, potentially exposing an API.
A server component designed to interact with or manage Microsoft OneNote content, potentially exposing an API.
Setup Requirements
- ⚠️Likely requires Microsoft OneNote API access or authentication credentials
Review RequiredView Analysis
genealogy-postgres-mcp
by peterdewit
Provides a structured, persistent PostgreSQL database backend for AI agents performing genealogical research.
Provides a structured, persistent PostgreSQL database backend for AI agents performing genealogical research.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for convenient deployment.
- ⚠️Requires a PostgreSQL database instance to operate.
- ⚠️Database connection environment variables (e.g., DATABASE_URL, PGDATABASE, PGUSER, PGPASSWORD) must be configured.
Verified SafeView Analysis
google-ads-mcp-server
by samihalawa
Manages Google Ads campaigns programmatically through the Model Context Protocol, offering features for campaign performance data, budget updates, and reporting.
Manages Google Ads campaigns programmatically through the Model Context Protocol, offering features for campaign performance data, budget updates, and reporting.
Setup Requirements
- ⚠️Requires Node.js 18+ installed.
- ⚠️Requires comprehensive Google Ads API credentials (client_id, client_secret, developer_token, refresh_token, login_customer_id) which involve setting up a Google Cloud project and OAuth consent screen.
- ⚠️Requires a specific Google Ads Customer ID to query data from.
Verified SafeView Analysis
mcp-server
by alexderkrieger
Provides a custom server environment for Minecraft development, modding, or running a specific Minecraft game instance.
Provides a custom server environment for Minecraft development, modding, or running a specific Minecraft game instance.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) or Java Runtime Environment (JRE) installed.
- ⚠️May require specific Minecraft client or server files depending on the intended use.
- ⚠️Requires available network ports (e.g., 25565 for default Minecraft server).