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Vetted Servers(8554)
weather-mcp-server
by jack6249
Provides real-time weather information for specified cities via an MCP server, integrating with LLM agents.
Provides real-time weather information for specified cities via an MCP server, integrating with LLM agents.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Dependencies `requests`, `fastmcp`, and `smithery` must be installed (e.g., via `pip install requests fastmcp smithery`).
Verified SafeView Analysis
benefisio-docs-mcp
by ismaeldosil
Provides programmatic access to FinaShopping documentation for AI agents, enabling search, document retrieval, agent discovery, and template-based prompt generation for tasks like finding agents or creating tickets.
Provides programmatic access to FinaShopping documentation for AI agents, enabling search, document retrieval, agent discovery, and template-based prompt generation for tasks like finding agents or creating tickets.
Setup Requirements
- ⚠️Requires the `DOCS_PATH` environment variable to be set and point to an existing 'finashopping-docs' repository, which must follow a specific internal structure (e.g., '.claude/agents', 'finashopping', '_universal' directories, and a 'README.md').
- ⚠️Requires Node.js version 20.0.0 or higher.
Verified SafeView Analysis
zotmcp
by nicsuzor
MCP server for semantic search, literature review, and citation retrieval from a ChromaDB-indexed Zotero academic library.
MCP server for semantic search, literature review, and citation retrieval from a ChromaDB-indexed Zotero academic library.
Setup Requirements
- ⚠️Requires GCP access (contact maintainer and run `gcloud auth application-default login`)
- ⚠️Requires `uv` (uvx) or `docker` container runtime installed locally.
- ⚠️First-time setup involves downloading ~8GB of ChromaDB vectors.
- ⚠️Local development of the vectorization pipeline requires `poppler-utils` (e.g., `apt install poppler-utils`).
Verified SafeView Analysis
MCP-Server
by archis17
Provides Git and GitHub workflow tools via an HTTP API for AI assistants to interact with local repositories and GitHub.
Provides Git and GitHub workflow tools via an HTTP API for AI assistants to interact with local repositories and GitHub.
Setup Requirements
- ⚠️Requires a valid Git repository path to be set via `GIT_MCP_REPO` environment variable, otherwise Git operations will fail.
- ⚠️GitHub API tools require a `GITHUB_TOKEN` with `repo` scope to be set, otherwise GitHub operations are disabled.
- ⚠️Requires Python dependencies installed via `pip install -r requirements.txt`.
Verified SafeView Analysis
hackermanishackerman.github.io
by hackermanishackerman
Automate and streamline development tasks such as architectural reviews and Test-Driven Development (TDD) for improved coding workflows.
Automate and streamline development tasks such as architectural reviews and Test-Driven Development (TDD) for improved coding workflows.
Setup Requirements
- ⚠️The provided content is documentation for a client-side desktop application, not an MCP server. The actual application needs to be downloaded and installed separately.
- ⚠️The described application requires a supported operating system (Windows 10+, macOS 10.15+, or recent Linux distribution), at least 4 GB RAM, 200 MB of free disk space, and an internet connection for initial download and updates.
Verified SafeView Analysis
AI-Vibe-Check
by abhxhekrathore5
Provides daily developer mood and anxiety scores by analyzing trending tech news from Hacker News, Reddit, and Dev.to using an AI.
Provides daily developer mood and anxiety scores by analyzing trending tech news from Hacker News, Reddit, and Dev.to using an AI.
Setup Requirements
- ⚠️Requires 'GROQ_API_KEY' environment variable to be set (Groq API usage, which is a paid service).
- ⚠️Requires installation of Python packages: 'requests', 'feedparser', and 'groq' (e.g., via `pip install requests feedparser groq`).
- ⚠️A 'template.svg' file must exist in the same directory for the SVG output generation to work, but is not provided in the source.
Verified SafeView Analysis
weather-mcp-server
by marekdano
Provide current weather information for cities via an MCP server.
Provide current weather information for cities via an MCP server.
Setup Requirements
- ⚠️Requires OpenWeatherMap API Key
- ⚠️Requires Node.js 18+
Verified SafeView Analysis
Arithmetic-MCP-Server
by Abhijendra
Provides an API for performing basic arithmetic operations such as addition, subtraction, multiplication, division, modulus, and power.
Provides an API for performing basic arithmetic operations such as addition, subtraction, multiplication, division, modulus, and power.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Requires the 'fastmcp' library to be installed.
Verified SafeView Analysis
mcp-react-native-toolkit
by ItamiForge
This server provides AI agents with accurate, version-aware documentation, code scaffolding, and migration guidance for React Native, Expo, and related libraries.
This server provides AI agents with accurate, version-aware documentation, code scaffolding, and migration guidance for React Native, Expo, and related libraries.
Setup Requirements
- ⚠️Requires `git` to be installed and accessible in the system PATH for documentation fetching.
- ⚠️Requires internet access to `git clone` documentation repositories on demand and to download the ML embedding model from Hugging Face.
- ⚠️Can consume significant disk space for cached documentation (in `docs/`) and the vector index (`./docs/.vector-index`), especially for multiple libraries and versions.
Verified SafeView Analysis
McpServerRestAPI
by venkatmadala9
A Spring Boot REST API server that integrates with external logistics/shipment APIs, secures communication via OAuth2, and provides natural language processing capabilities using Spring AI with tool calling.
A Spring Boot REST API server that integrates with external logistics/shipment APIs, secures communication via OAuth2, and provides natural language processing capabilities using Spring AI with tool calling.
Setup Requirements
- ⚠️Requires a local Ollama server or compatible LLM configured for Spring AI to use the PromptTools functionality.
- ⚠️Requires comprehensive configuration of OAuth2 properties (e.g., `security.oauth2.token-uri`, `client-id`, `client-secret`, `grant-type`).
- ⚠️Requires `api.base.url` to be configured for the external logistics API.
Review RequiredView Analysis
mcp_server_football_tracking
by Gan63
A server application intended for tracking and managing football-related data or events.
A server application intended for tracking and managing football-related data or events.
Review RequiredView Analysis
gmail-reply-tracker-mcp
by jonathangetonapod
Manages and automates personal productivity across Gmail, Google Calendar, and Fathom AI using natural language via Claude Desktop.
Manages and automates personal productivity across Gmail, Google Calendar, and Fathom AI using natural language via Claude Desktop.
Setup Requirements
- ⚠️Requires manual setup of a Google Cloud Project, enabling Gmail and Calendar APIs, and configuring an OAuth Consent Screen.
- ⚠️Requires downloading `credentials.json` from Google Cloud and placing it in a specific local directory.
- ⚠️Requires modifying Claude Desktop's `claude_desktop_config.json` with absolute file paths, which can be a common source of error for new users.
- ⚠️Fathom AI API key is required for Fathom-related tools.