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Vetted Servers(9120)
linkedin-job-scraping
by NotMrAdan
Automates the process of searching for job listings on LinkedIn and extracting relevant job data.
Automates the process of searching for job listings on LinkedIn and extracting relevant job data.
Setup Requirements
- ⚠️The primary setup instruction to run 'python' directly on a remote .zip file URL is highly problematic and likely incorrect syntax, indicating a dubious installation method.
- ⚠️Requires manual installation of Python 3.6+ and the Selenium library.
- ⚠️Users must provide their LinkedIn login credentials directly to the application, which is a significant security risk given the suspicious installation instructions.
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foundryvtt-mcp-bridge
by darkbard81
Facilitates WebSocket communication between Foundry VTT and an external Message Control Protocol (MCP) relay server.
Facilitates WebSocket communication between Foundry VTT and an external Message Control Protocol (MCP) relay server.
Setup Requirements
- ⚠️Requires Foundry VTT v13.
- ⚠️Requires a separate, browser-accessible WebSocket relay server, which is not provided by this module.
- ⚠️Only the 'primary GM' (the active GM with the lowest user ID) will establish and maintain the WebSocket connection.
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tim-mcp
by terraform-ibm-modules
An MCP server that provides AI models with structured access to the Terraform IBM Modules ecosystem, facilitating intelligent discovery and utilization of IBM Cloud infrastructure for AI-assisted infrastructure code generation.
An MCP server that provides AI models with structured access to the Terraform IBM Modules ecosystem, facilitating intelligent discovery and utilization of IBM Cloud infrastructure for AI-assisted infrastructure code generation.
Setup Requirements
- ⚠️Requires `uv` package manager (Python 3.11+) to be installed locally.
- ⚠️A GitHub Personal Access Token is highly recommended for frequent use to avoid GitHub API rate limits (60 requests/hour without, 5000 with).
- ⚠️For local development, manual configuration of `cwd` and `env` variables in MCP client settings (e.g., Claude Desktop, VS Code) is necessary.
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MCP_server_assignment
by HarshadPanchal12
A server that provides real-time and historical cryptocurrency market data and analytics from multiple exchanges, with caching and indicators.
A server that provides real-time and historical cryptocurrency market data and analytics from multiple exchanges, with caching and indicators.
Setup Requirements
- ⚠️Relies on external cryptocurrency exchange APIs (e.g., Binance, Coinbase), which are subject to their respective rate limits and availability.
- ⚠️The `config.yaml` file defines server, cache, exchange, logging, and data parameters, but the provided `main.py` does not explicitly show loading and applying these configurations to the initialized services. This might require manual integration or an assumed mechanism within the Docker setup.
- ⚠️While not explicitly required by the current public data functions, API keys might be necessary for higher rate limits or authenticated features on certain exchanges in a broader use case.
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canvas-mcp-server
by jonasneves
This server acts as a local bridge, enabling Claude Desktop to access a user's Canvas LMS data (courses, assignments, grades, events) through a Chrome extension via the Model Context Protocol (MCP) for AI assistance.
This server acts as a local bridge, enabling Claude Desktop to access a user's Canvas LMS data (courses, assignments, grades, events) through a Chrome extension via the Model Context Protocol (MCP) for AI assistance.
Setup Requirements
- ⚠️Requires Node.js 14 or higher (16+ recommended).
- ⚠️Requires manual configuration of the Chrome extension ID in the native messaging manifest file after installation.
- ⚠️Requires an existing installation and configuration of the CanvasFlow Chrome extension with the correct Canvas URL and an active Canvas LMS login.
- ⚠️Requires manual addition of a specific entry to Claude Desktop's `mcp.json` configuration file with the correct path to the `host.js` script.
Verified SafeView Analysis
MCP-Server
by fazilataqveem19
This project implements a basic server for a Minecraft-like protocol, handling client connections, packet processing, and fundamental game state.
This project implements a basic server for a Minecraft-like protocol, handling client connections, packet processing, and fundamental game state.
Setup Requirements
- ⚠️Requires Python 3
Verified SafeView Analysis
newyork-taxi-mcp-server-project
by Raghav0005
Provides analytical insights and search capabilities for NYC taxi trip data from January 2025.
Provides analytical insights and search capabilities for NYC taxi trip data from January 2025.
Setup Requirements
- ⚠️Requires significant local data files (parquet, csv) to be present in a 'data' directory (3.5M+ trips).
- ⚠️Requires pre-installation of Python libraries: pandas, pyarrow, fastmcp, whoosh.
- ⚠️Initial setup involves generating a Whoosh search index (548k documents) which can take time and disk space.
Verified SafeView Analysis
yfnhanced-mcp
by kanishka-namdeo
Provides a resilient and validated financial data infrastructure for AI assistants, transforming unreliable APIs into dependable sources for investment platforms and trading systems.
Provides a resilient and validated financial data infrastructure for AI assistants, transforming unreliable APIs into dependable sources for investment platforms and trading systems.
Setup Requirements
- ⚠️Significant financial statement tools (`get_balance_sheet`, `get_income_statement`, `get_cash_flow_statement`) are currently broken due to deprecation of underlying Yahoo Finance APIs and validation issues with the new `fundamentalsTimeSeries` API.
- ⚠️Crypto (`get_crypto_quote`) and Forex (`get_forex_quote`) tools return placeholder/mock data, not real-time values, requiring custom implementation for live data.
- ⚠️Other tools like `get_news` and `get_options` are reported to be broken due to API integration issues ('invalid options', 'set-cookie header missing'), requiring fixes to the Yahoo Finance library interaction.
Verified SafeView Analysis
MCP-Control-Lite
by ganeshmalkar
Manages Model Context Protocol (MCP) servers for AI coding assistants on macOS, offering configuration, synchronization, and monitoring capabilities through a native desktop GUI and CLI.
Manages Model Context Protocol (MCP) servers for AI coding assistants on macOS, offering configuration, synchronization, and monitoring capabilities through a native desktop GUI and CLI.
Setup Requirements
- ⚠️Requires macOS 10.15 (Catalina) or higher.
- ⚠️Requires Node.js and npm for installing and managing MCP server packages from NPM.
- ⚠️Relies on system binaries like 'curl' and 'mdfind' being available and functioning correctly.
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Varon-AI
by kyisoe101
Varon AI is an intelligent multi-agent system designed to automate everyday tasks, including web search, messaging, coding, design, and data scraping, by coordinating a team of specialized AI agents.
Varon AI is an intelligent multi-agent system designed to automate everyday tasks, including web search, messaging, coding, design, and data scraping, by coordinating a team of specialized AI agents.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires a MongoDB instance and `MONGO_URL` environment variable.
- ⚠️Requires a Google Cloud Project with OAuth client ID and secret (`GOOGLE_CLIENT_ID`, `GOOGLE_CLIENT_SECRET`).
- ⚠️Requires an SMTP service (e.g., Brevo) and credentials (`SMTP_USER`, `SMTP_PASSWORD`) for email verification.
- ⚠️Requires a Google Gemini API Key, likely two separate keys (`VARON_AI_API_KEY`, `VARON_AI_TEAM_API_KEY`) for main AI and specialist agents.
- ⚠️Requires a SerpAPI Key for web search capabilities.
- ⚠️Puppeteer (used for scraping) may require additional OS-specific dependencies (e.g., browser binaries, `libgconf-2-4` on Linux).
Verified SafeView Analysis
TTS-MacOS
by hbuddenberg
A server component for integrating Text-to-Speech capabilities on macOS, potentially leveraging external AI services within a Multi-Cloud Platform (MCP) or Zed ecosystem.
A server component for integrating Text-to-Speech capabilities on macOS, potentially leveraging external AI services within a Multi-Cloud Platform (MCP) or Zed ecosystem.
Setup Requirements
- ⚠️Requires Anthropic Claude API Key (Paid service) for LLM interactions.
- ⚠️Designed specifically for macOS operating system.
- ⚠️Integration with/dependency on the 'Zed' ecosystem (e.g., editor, platform, or specific tools) is implied.
Review RequiredView Analysis
odoo-mcp-server
by deeprunnerai
An MCP server enabling AI assistants like Claude to interact with Odoo ERP for reading and writing data across various modules.
An MCP server enabling AI assistants like Claude to interact with Odoo ERP for reading and writing data across various modules.
Setup Requirements
- ⚠️Requires Node.js (version 18+) installed locally on the user's machine.
- ⚠️Requires manual configuration in Claude Code's settings (~/.claude.json) including the absolute path to the server's executable.
- ⚠️Odoo authentication credentials (URL, DB, username, password) must be securely provided as environment variables.