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Vetted Servers(8554)
git-context
by osick
Unable to determine the use case due to the absence of file content or a README.
Unable to determine the use case due to the absence of file content or a README.
Verified SafeView Analysis
mcp-shark-viewer-vscode
by AmitafAdir-RidaFatima
Inspect and analyze Model Context Protocol (MCP) traffic directly within Visual Studio Code, providing real-time network monitoring and debugging capabilities.
Inspect and analyze Model Context Protocol (MCP) traffic directly within Visual Studio Code, providing real-time network monitoring and debugging capabilities.
Setup Requirements
- ⚠️Requires Node.js Version 14.x or higher to run `npx` command.
- ⚠️Requires Visual Studio Code Version 1.56 or later.
- ⚠️Relies on the `npx` command to download and execute the `@mcp-shark/mcp-shark` package, necessitating an internet connection for the initial server startup.
Verified SafeView Analysis
custom-mcp-server
by bjoxiah
Provides a Model Context Protocol (MCP) server for retrieving real-time and historical stock market data and company sentiment using the Alpha Vantage API.
Provides a Model Context Protocol (MCP) server for retrieving real-time and historical stock market data and company sentiment using the Alpha Vantage API.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires Poetry for dependency management.
- ⚠️Requires an Alpha Vantage API key (free tier has a limit of 25 requests/day).
- ⚠️Requires manual configuration in Claude Desktop's `claude_desktop_config.json` with absolute paths for the virtual environment and project directory.
Verified SafeView Analysis
moha-maven
by itripleg
Maven is an autonomous AI Chief Financial Officer (CFO) assistant that leverages LLMs and MCP for persistent identity, memory, financial decision-making, and treasury operations for the Motherhaven platform.
Maven is an autonomous AI Chief Financial Officer (CFO) assistant that leverages LLMs and MCP for persistent identity, memory, financial decision-making, and treasury operations for the Motherhaven platform.
Setup Requirements
- ⚠️Requires Docker, PostgreSQL, and Redis for full functionality (orchestrated via docker-compose).
- ⚠️Requires an Anthropic API Key (paid LLM service) for core AI capabilities.
- ⚠️Requires the 'mcp' Python package (likely a proprietary client library from Anthropic).
- ⚠️Requires an EMAIL_API_SECRET for interaction with the motherhaven.app email system.
Verified SafeView Analysis
n8n-mcp-server
by Jaskey15
Enables Claude to list, inspect, and monitor workflows in a self-hosted n8n instance.
Enables Claude to list, inspect, and monitor workflows in a self-hosted n8n instance.
Setup Requirements
- ⚠️Requires a self-hosted n8n instance with API access and a generated API key.
- ⚠️Requires Node.js 18 or higher to run.
- ⚠️Requires manual configuration in Claude Desktop's `claude_desktop_config.json` file, specifying an absolute path to the built server and setting environment variables.
Verified SafeView Analysis
universal-ai-chat
by marc-shade
Facilitates real-time, cross-platform communication and shared context/memory between different AI assistants like Claude Code, OpenAI Codex CLI, and Google Gemini CLI.
Facilitates real-time, cross-platform communication and shared context/memory between different AI assistants like Claude Code, OpenAI Codex CLI, and Google Gemini CLI.
Setup Requirements
- ⚠️Requires a running Qdrant vector database instance (defaults to localhost:6333).
- ⚠️Requires `sentence-transformers` or `fastembed` for embedding text (which are installed via `pip install -e '.[vector]'`).
- ⚠️Requires Python 3.10 or higher.
- ⚠️The `STORAGE_BASE` environment variable (defaults to `/mnt/agentic-system`) must be a writable directory for SQLite databases.
Verified SafeView Analysis
mcpkit
by agentplexus
A toolkit for building MCP (Model Context Protocol) applications and servers in Go, supporting both direct in-process function calls (library mode) and standard MCP transports (server mode) with OAuth 2.1 authentication.
A toolkit for building MCP (Model Context Protocol) applications and servers in Go, supporting both direct in-process function calls (library mode) and standard MCP transports (server mode) with OAuth 2.1 authentication.
Setup Requirements
- ⚠️Requires Go 1.24+ and MCP Go SDK v1.2.0+.
- ⚠️NGROK_AUTHTOKEN environment variable is required if `ngrok` tunneling is used; custom ngrok domains may require a paid plan.
- ⚠️Proper OAuth 2.1 configuration (Issuer, ClientID, ClientSecret, Users, RedirectURIs) is critical for public servers, especially when integrating with clients like ChatGPT.com.
Verified SafeView Analysis
MCP_server
by Konkuk-SWA-2025
This server provides an inventory management and forecasting system, interacting with Google Sheets for data storage and SQLite for user configuration and logs, all exposed as an MCP service.
This server provides an inventory management and forecasting system, interacting with Google Sheets for data storage and SQLite for user configuration and logs, all exposed as an MCP service.
Setup Requirements
- ⚠️Requires a Google Service Account JSON key file, hardcoded to 'bold-tooling-466206-a9-960a00bb4c78.json' in the root directory.
- ⚠️The Google Service Account must have edit permissions for the target Google Sheets.
- ⚠️The Prophet library, used for forecasting, can have complex installation requirements, potentially needing C++ compilers (like gcc or clang).
Review RequiredView Analysis
MCP_Server_Project
by harshdespande
An interactive command-line interface application for chatting with AI models via the Anthropic API, supporting document retrieval, command-based prompts, and extensible tools.
An interactive command-line interface application for chatting with AI models via the Anthropic API, supporting document retrieval, command-based prompts, and extensible tools.
Setup Requirements
- ⚠️Requires Anthropic API Key (Paid)
- ⚠️Requires Python 3.9+
- ⚠️The project contains TODOs in `mcp_server.py` and `mcp_client.py` which indicate incomplete MCP features.
Verified SafeView Analysis
djp-jobmcp
by Decentralised-Jobs-Protocol
An MCP server that provides access to decentralized job listings from the Nostr network, offering search, detail retrieval, and market statistics tools for LLMs.
An MCP server that provides access to decentralized job listings from the Nostr network, offering search, detail retrieval, and market statistics tools for LLMs.
Setup Requirements
- ⚠️Requires a Rust development environment to build and run.
- ⚠️The server must be run as a standalone binary/process (`./target/release/jobmcp`) before interacting with it via an MCP client (e.g., Goose).
- ⚠️Binds to `localhost:9993`, so client must have network access to this address (typically run on the same machine).
Verified SafeView Analysis
teacher_dsa
by kolikaran1992
This MCP server acts as an AI assistant to track and guide a user's progress on LeetCode Data Structures & Algorithms problems, logging attempts and patterns without providing full solutions.
This MCP server acts as an AI assistant to track and guide a user's progress on LeetCode Data Structures & Algorithms problems, logging attempts and patterns without providing full solutions.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires internet access to query the LeetCode GraphQL API.
- ⚠️Managed by Poetry; users need to install dependencies via `poetry install`.
- ⚠️Designed to run as an MCP server via stdio, meaning it expects to be driven by an external LLM agent or orchestrator.
Verified SafeView Analysis
mcp-server-tool-flash
by dggnzs123
This project provides a flashing tool built on the fastmcp framework, likely for embedded devices or hardware.
This project provides a flashing tool built on the fastmcp framework, likely for embedded devices or hardware.
Setup Requirements
- ⚠️Requires fastmcp framework
- ⚠️Likely requires specific hardware and drivers for flashing functionality