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Vetted Servers(8554)
air
by raja-aiml
Provides a comprehensive Go framework for building production-ready AI agents and MCP (Model Context Protocol) servers with integrated observability, testing, and infrastructure management.
Provides a comprehensive Go framework for building production-ready AI agents and MCP (Model Context Protocol) servers with integrated observability, testing, and infrastructure management.
Setup Requirements
- ⚠️Requires Go 1.24+ runtime.
- ⚠️Docker and Docker Compose are explicitly required for local infrastructure management.
- ⚠️Requires either an OpenAI API Key or an Anthropic API Key (paid services) for full Natural Language Processing (NLP) capabilities.
Verified SafeView Analysis
weather-mcp-server
by attilacsanyi
Provides weather forecast and alert information by integrating with the National Weather Service (NWS) API, enabling external agents to query weather data for specific locations or states.
Provides weather forecast and alert information by integrating with the National Weather Service (NWS) API, enabling external agents to query weather data for specific locations or states.
Setup Requirements
- ⚠️Requires Node.js runtime (v16+)
- ⚠️Requires build step (`npm run build`) before running
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eventlite-mcp-server
by cladjidane
Provides an MCP (Model Context Protocol) interface for Claude to manage events and registrations in EventLite using natural language.
Provides an MCP (Model Context Protocol) interface for Claude to manage events and registrations in EventLite using natural language.
Setup Requirements
- ⚠️Requires an EventLite API Key (EVENTLITE_API_KEY) to be set as an environment variable.
- ⚠️The EventLite API URL (EVENTLITE_API_URL) must be configured; defaults to localhost but production requires the official URL.
- ⚠️If installing via npm, Node.js v18+ is required. For building standalone binaries, Bun is required.
- ⚠️On macOS, downloaded binaries may require manual execution permission (`chmod +x`) and quarantine removal (`xattr -d com.apple.quarantine`).
Verified SafeView Analysis
cryptopanic-mcp-server
by script-dragonmkop8t
Provides AI agents with the latest cryptocurrency news by fetching data from the CryptoPanic API.
Provides AI agents with the latest cryptocurrency news by fetching data from the CryptoPanic API.
Setup Requirements
- ⚠️Requires a CryptoPanic API Key and API Plan (external service, may be paid depending on plan).
- ⚠️Requires Python 3.13 or higher.
- ⚠️The provided `run_command` example uses `uv`, which needs to be installed (e.g., `pip install uv`).
Verified SafeView Analysis
postgresql-mcp-server
by hisinha-rakesh
Manage and interact with a PostgreSQL database using natural language queries, enabling full DDL, DML, TCL, and backup/restore operations via an AI assistant.
Manage and interact with a PostgreSQL database using natural language queries, enabling full DDL, DML, TCL, and backup/restore operations via an AI assistant.
Setup Requirements
- ⚠️Requires Azure OpenAI API Key with Claude deployment (Paid Service)
- ⚠️Requires a running PostgreSQL database
- ⚠️Requires Python 3.8+
- ⚠️PostgreSQL client tools (pg_dump, psql, pg_restore) must be installed and in PATH for full backup/restore functionality.
Review RequiredView Analysis
test-remote-mcp-server
by mayank-vikki
This server provides an API for managing personal expenses, allowing users to add, list, and summarize financial transactions.
This server provides an API for managing personal expenses, allowing users to add, list, and summarize financial transactions.
Setup Requirements
- ⚠️Database data is ephemeral as it's stored in a temporary directory and will be lost on system restarts or temporary file cleanup.
- ⚠️Requires Python 3.11 or higher.
- ⚠️Dependencies `aiosqlite` and `fastmcp` must be installed.
Verified SafeView Analysis
Hero-Ui-MCP-Assistant
by slomo-b
Provides comprehensive Hero UI documentation and design principles to AI assistants via the Model Context Protocol (MCP), enabling them to answer development-related queries.
Provides comprehensive Hero UI documentation and design principles to AI assistants via the Model Context Protocol (MCP), enabling them to answer development-related queries.
Setup Requirements
- ⚠️Requires Python 3.8 or higher.
- ⚠️Requires `pip install fastapi uvicorn pydantic`.
- ⚠️The `cwd` path in Claude Desktop/Cline integration configurations must be manually adjusted to the local repository path.
Verified SafeView Analysis
mcp-server
by sentice
An MCP server providing a tool to retrieve user balance data from an external backend service, intended for use by LLMs or other agents that can consume MCP tools.
An MCP server providing a tool to retrieve user balance data from an external backend service, intended for use by LLMs or other agents that can consume MCP tools.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for the intended setup.
- ⚠️An external 'food2' Docker network is expected to exist (or configuration adjustment needed).
- ⚠️Requires a '.env' file with 'BACKEND_URL' pointing to the Adonis backend service.
Verified SafeView Analysis
demo_mcp_learn
by EfeSenerr
A multi-agent demonstration integrating the Model Context Protocol (MCP) with the Microsoft Agent Framework to create collaborative AI agents.
A multi-agent demonstration integrating the Model Context Protocol (MCP) with the Microsoft Agent Framework to create collaborative AI agents.
Setup Requirements
- ⚠️Requires Python 3.10+ (pyproject.toml specifies >=3.10).
- ⚠️Requires a GitHub Personal Access Token (`GITHUB_TOKEN`) for the GitHub Models API, which may incur costs or require specific GitHub account access.
- ⚠️Requires a 'The One API' Key (`ONE_API_KEY`), which is an external API for LOTR quotes.
Verified SafeView Analysis
Testing_MCP_Servers
by SEMGOODD
Facilitates an AI agent to access internal project data and fetch external website content through a standardized tool-calling interface (MCP).
Facilitates an AI agent to access internal project data and fetch external website content through a standardized tool-calling interface (MCP).
Setup Requirements
- ⚠️Requires Ollama to be running locally with the 'llama3.2:latest' model downloaded.
- ⚠️Requires Python 3.12 or newer.
- ⚠️The 'server.py' file must be present in the same directory as 'client.py'.
Verified SafeView Analysis
self-mcp
by Taiinguyenn139
Develops and hosts custom MCP (Model Context Protocol) tool servers for integration with LLMs like Claude, providing real-time information or capabilities.
Develops and hosts custom MCP (Model Context Protocol) tool servers for integration with LLMs like Claude, providing real-time information or capabilities.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires Anthropic API Key (Paid) for the client application to interact with Claude
- ⚠️Requires dependency installation (e.g., `uv sync` or `pip install -r requirements.txt`)
Verified SafeView Analysis
nestr-mcp
by nestr-dev
Connects AI assistants to Nestr workspaces, enabling them to manage tasks, projects, organizational structures, and retrieve insights.
Connects AI assistants to Nestr workspaces, enabling them to manage tasks, projects, organizational structures, and retrieve insights.
Setup Requirements
- ⚠️Requires `NESTR_API_KEY` or `NESTR_OAUTH_TOKEN` environment variable for authentication.
- ⚠️For self-hosted OAuth, `NESTR_OAUTH_CLIENT_ID` and `NESTR_OAUTH_CLIENT_SECRET` must be configured after contacting Nestr to register an OAuth client.
- ⚠️Requires Node.js version 18 or higher.