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Vetted Servers(8554)
vibecheck
by kfreiman
A server for intelligent analysis of CVs and job descriptions, facilitating recruitment by assessing document fit and generating interview questions.
A server for intelligent analysis of CVs and job descriptions, facilitating recruitment by assessing document fit and generating interview questions.
Setup Requirements
- ⚠️Docker is required for easy setup and running.
- ⚠️Requires a local Ollama/LLM instance for AI functionality (e.g., analysis, interview question generation), which often benefits from GPU support.
- ⚠️HTML document processing relies on Playwright, which can have system-level dependencies or be resource-intensive.
Verified SafeView Analysis
cylera-mcp-server
by Cylera
This MCP server connects an AI assistant to Cylera's IoT security platform to provide LLMs with read-only access to device inventory, threats, risks, and utilization data.
This MCP server connects an AI assistant to Cylera's IoT security platform to provide LLMs with read-only access to device inventory, threats, risks, and utilization data.
Setup Requirements
- ⚠️Python 3.13 required (strict version)
- ⚠️Requires 'uv' for package management
- ⚠️Cylera Partner API credentials required (CYLERA_USERNAME, CYLERA_PASSWORD, CYLERA_BASE_URL)
- ⚠️Requires Docker Desktop for 'easy button' installation and for running the official image
Verified SafeView Analysis
uspto_pfw_mcp
by john-walkoe
Provides enhanced search, data retrieval, and secure document management for USPTO Patent File Wrapper data, enabling legal research, due diligence, and cross-MCP (FPD, PTAB, Citations, Pinecone) integration.
Provides enhanced search, data retrieval, and secure document management for USPTO Patent File Wrapper data, enabling legal research, due diligence, and cross-MCP (FPD, PTAB, Citations, Pinecone) integration.
Setup Requirements
- ⚠️Requires USPTO_API_KEY (paid API) for core functionality.
- ⚠️MISTRAL_API_KEY (paid Mistral AI API) is optional but required for advanced OCR capabilities.
- ⚠️Native secure storage for API keys relies on Windows DPAPI; falls back to environment variables on other OS.
- ⚠️An internal FastAPI proxy server runs on localhost (default 8080), automatically started in the background.
Verified SafeView Analysis
smart-excel-reader-mcp
by nakada-memo
Converts Excel design documents and spreadsheets into high-fidelity images, preserving visual elements and print layouts, optimized for large documents and external consumption.
Converts Excel design documents and spreadsheets into high-fidelity images, preserving visual elements and print layouts, optimized for large documents and external consumption.
Setup Requirements
- ⚠️Requires Windows Operating System
- ⚠️Requires Microsoft Excel (2016 or later recommended) to be installed
- ⚠️Requires manual post-installation step for `pywin32`: `python Scripts/pywin32_postinstall.py -install`
Verified SafeView Analysis
TradingViewMCPServer
by Asmah-Acheampong
Serves as a multi-asset trading assistant for Claude Desktop, providing real-time market data, technical analysis, and Pine Script v6 development tools for Forex, Stocks, and Crypto.
Serves as a multi-asset trading assistant for Claude Desktop, providing real-time market data, technical analysis, and Pine Script v6 development tools for Forex, Stocks, and Crypto.
Setup Requirements
- ⚠️Requires an Alpha Vantage API Key (free tier available, but registration is needed).
- ⚠️Requires Python 3.10 or higher due to MCP SDK dependencies.
- ⚠️While not strictly mandatory, Docker is recommended for production deployment, which adds an initial setup step for users unfamiliar with Docker.
Verified SafeView Analysis
inspector-assessment
by triepod-ai
Provides a comprehensive automated assessment platform for Model Context Protocol (MCP) servers, analyzing their security, functionality, protocol compliance, documentation, and various extended metrics. It acts as an inspector and auditing tool for MCP server developers and maintainers.
Provides a comprehensive automated assessment platform for Model Context Protocol (MCP) servers, analyzing their security, functionality, protocol compliance, documentation, and various extended metrics. It acts as an inspector and auditing tool for MCP server developers and maintainers.
Setup Requirements
- ⚠️Requires a separate Model Context Protocol (MCP) server to be available and configured as the target for assessment.
- ⚠️The MCP Proxy server (part of this Inspector) generates a unique session token on startup, which is required for authenticating client-side connections (unless `DANGEROUSLY_OMIT_AUTH` is explicitly set).
- ⚠️Optional Claude Code integration (for semantic analysis of tools and documentation) requires an external `mcp-auditor` service to be running, which can incur LLM token costs and may require additional API key configuration.
- ⚠️Remote MCP servers being assessed may require OAuth 2.0 configuration (client ID, secret, scope).
Review RequiredView Analysis
forgesyte
by rogermt
ForgeSyte is a modular AI-vision Model Context Protocol (MCP) server for image analysis, processing, and orchestration of pluggable vision modules, designed for integration with clients like Gemini-CLI.
ForgeSyte is a modular AI-vision Model Context Protocol (MCP) server for image analysis, processing, and orchestration of pluggable vision modules, designed for integration with clients like Gemini-CLI.
Setup Requirements
- ⚠️Requires Python 3.10+ and the `uv` dependency manager.
- ⚠️API keys (`FORGESYTE_ADMIN_KEY`, `FORGESYTE_USER_KEY`) need to be configured for authenticated access. Anonymous access is only permitted if no keys are configured.
- ⚠️Node.js 18+ and `npm` are required for developing and running the optional React Web UI.
Verified SafeView Analysis
StockQuotes.MCP
by lionelschiepers
Bridges AI assistants with real-time and historical financial market data from Yahoo Finance via the Model Context Protocol.
Bridges AI assistants with real-time and historical financial market data from Yahoo Finance via the Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js 24.0.0 or higher (LTS).
- ⚠️Requires outbound internet access to Yahoo Finance.
- ⚠️Dependencies must be installed via `npm install`.
Verified SafeView Analysis
sample-ecs-mcp-server
by aws-samples
Deployment of an Agentic AI architecture on AWS Fargate using Amazon ECS, connecting to multiple Model Context Protocol (MCP) servers for tool execution.
Deployment of an Agentic AI architecture on AWS Fargate using Amazon ECS, connecting to multiple Model Context Protocol (MCP) servers for tool execution.
Setup Requirements
- ⚠️Requires Node.js (version >= 20)
- ⚠️Requires Docker
- ⚠️Requires AWS CLI configured
- ⚠️Requires Bedrock Model Access to Anthropic Claude Sonnet 4
Verified SafeView Analysis
offline-cline-mcp-marketplace
by hangboss1761
Synchronize MCP services data from the official Cline Marketplace to a local SQLite database.
Synchronize MCP services data from the official Cline Marketplace to a local SQLite database.
Setup Requirements
- ⚠️Requires Node.js installed.
- ⚠️Deletes `mcp_services.db` on every run, meaning all previous synchronized data will be lost and refetched.
- ⚠️Requires continuous internet connectivity to `https://api.cline.bot` for synchronization.
Verified SafeView Analysis
jons-mcp-rust-debug
by jonmmease
Provide Rust debugging capabilities through LLDB's Python API, enabling clients to control debugging sessions, breakpoints, watchpoints, and execution flow.
Provide Rust debugging capabilities through LLDB's Python API, enabling clients to control debugging sessions, breakpoints, watchpoints, and execution flow.
Setup Requirements
- ⚠️Requires Rust toolchain (cargo, rustc) to build and debug Rust targets.
- ⚠️Requires Python 3.10-3.12 and the `lldb-python` package to be installed.
- ⚠️On macOS, LLDB may require developer tools or specific code signing configurations to function correctly, potentially leading to permission errors.
Verified SafeView Analysis
mcp-server-manager
by MateusTorquato
Manage MCP servers for multiple AI clients through a unified CLI/TUI gateway.
Manage MCP servers for multiple AI clients through a unified CLI/TUI gateway.
Setup Requirements
- ⚠️Requires Node.js >= 18 to run.
- ⚠️The daemon requires an available port (default 8850); port conflicts will prevent startup.
- ⚠️Certain shell configurations (e.g., zsh) are specifically handled, indicating potential compatibility nuances with other shells.