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Vetted Servers(8554)
mcp-server-9090
by 111031075jack
Provides a shopping cart and inventory management service designed to be exposed as tools for an AI orchestrator or LLM.
Provides a shopping cart and inventory management service designed to be exposed as tools for an AI orchestrator or LLM.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) to compile and run.
- ⚠️Intended for integration with a Spring AI orchestrator/LLM to utilize its '@Tool' annotated methods.
Verified SafeView Analysis
sci-writer
by ywatanabe1989
Manages and compiles scientific LaTeX manuscripts, including content creation, document analysis, versioning, and background job processing for AI assistants.
Manages and compiles scientific LaTeX manuscripts, including content creation, document analysis, versioning, and background job processing for AI assistants.
Setup Requirements
- ⚠️Requires the `fastmcp` Python package.
- ⚠️Requires a full LaTeX distribution (e.g., `texlive-full`, ~5GB) OR a container runtime (`Apptainer`/`Singularity`).
- ⚠️Requires `bibtexparser`, `rich`, `click`, `pydantic` Python packages.
Review RequiredView Analysis
OI-Memory-Orchestrator
by OI-OS
A vivid backend for AI agents, providing persistent memory, sophisticated task planning, a codebase knowledge graph, and semantic understanding to power intelligent workflows like code review and project management.
A vivid backend for AI agents, providing persistent memory, sophisticated task planning, a codebase knowledge graph, and semantic understanding to power intelligent workflows like code review and project management.
Setup Requirements
- ⚠️Requires Google Gemini API Key (Paid Service)
- ⚠️Requires Tavily Search API Key (Paid Service)
- ⚠️Specific client-side configuration needed for full OI OS integration (see OI.md)
Verified SafeView Analysis
db-mcp-server
by kazheko
Hosts a Model Context Protocol (MCP) server exposing a stubbed MSSQL query tool for structural data previewing to LLM clients.
Hosts a Model Context Protocol (MCP) server exposing a stubbed MSSQL query tool for structural data previewing to LLM clients.
Setup Requirements
- ⚠️Node.js 20.x required
Verified SafeView Analysis
ymetrika-mcp
by NNSTD-cloud-ru-hack-2025
This server provides a Model Context Protocol (MCP) interface to Yandex Metrika, enabling tools to query analytics data, generate reports, and access insights.
This server provides a Model Context Protocol (MCP) interface to Yandex Metrika, enabling tools to query analytics data, generate reports, and access insights.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️YANDEX_API_KEY environment variable is critical for Yandex Metrika tools functionality and is enforced in production mode.
- ⚠️Requires 'uv' or 'pip' for dependency management. 'uv' is recommended.
Verified SafeView Analysis
mcp-server
by CodeProcessor
Provides optical character recognition (OCR) capabilities for images, either from base64 encoded strings or remote URLs.
Provides optical character recognition (OCR) capabilities for images, either from base64 encoded strings or remote URLs.
Setup Requirements
- ⚠️Requires Python 3.13+ for the Tesseract OCR server (the weather server requires Python 3.12+).
- ⚠️The Tesseract OCR engine must be installed on the host system and available in the system's PATH, as 'pytesseract' is only a Python wrapper.
- ⚠️Requires 'uv' package manager for dependency installation and running the server.
Review RequiredView Analysis
test_mcp_server
by elcometestemail7-ui
Cannot determine the use case as no source code was provided for analysis. Analysis is based solely on the project name 'MCP Server', which could imply a server related to the Minecraft Coder Pack or a similar game/development context.
Cannot determine the use case as no source code was provided for analysis. Analysis is based solely on the project name 'MCP Server', which could imply a server related to the Minecraft Coder Pack or a similar game/development context.
Setup Requirements
- ⚠️No source code provided, making it impossible to identify specific requirements, dependencies, or potential friction points for setup.
- ⚠️Running this server without source code inspection is extremely risky and not recommended due to unverified security and unknown functionality.
Review RequiredView Analysis
simple-mcp-selenium
by brutalzinn
Automates browser interactions, web testing, and data extraction using Selenium, enabling programmatic control of web pages and access to browser developer tools.
Automates browser interactions, web testing, and data extraction using Selenium, enabling programmatic control of web pages and access to browser developer tools.
Setup Requirements
- ⚠️Requires Google Chrome browser installed on the host system.
- ⚠️Requires a compatible ChromeDriver executable, which the `postinstall` script attempts to download but can be a point of failure depending on the OS and system tools (e.g., 'unzip', 'powershell').
- ⚠️Tools saving files (like `take_screenshot`) prioritize `CURSOR_PROJECT_DIR`, `CURSOR_WORKSPACE_ROOT`, `WORKSPACE_ROOT`, or `PWD` environment variables to determine the project root. If these are not set, it defaults to `process.cwd()`, which might not be the user's intended project directory.
Verified SafeView Analysis
support-mcp-server
by ngr-drm
Exposes support case retrieval functionality via an MCP server, interacting with a backend 'BX API' to fetch and format case data.
Exposes support case retrieval functionality via an MCP server, interacting with a backend 'BX API' to fetch and format case data.
Setup Requirements
- ⚠️Requires a local HTTP server to be running on `http://localhost:3000` that exposes a `/cases` endpoint to provide support case data.
Verified SafeView Analysis
mcp-encrypted-sqlite
by TahaHussein-dotcom
To provide secure and encrypted data storage for a Minecraft-related application or server using SQLite.
To provide secure and encrypted data storage for a Minecraft-related application or server using SQLite.
Setup Requirements
- ⚠️Requires SQLite library installation and configuration.
- ⚠️Encryption key management will be critical for secure operation.
- ⚠️Likely requires integration with a Minecraft server or client to be functional.
Review RequiredView Analysis
React-Flow-MCP-Server
by yeshsurya
Provides AI assistants with comprehensive access to React Flow components, hooks, types, utilities, examples, and documentation via the Model Context Protocol (MCP).
Provides AI assistants with comprehensive access to React Flow components, hooks, types, utilities, examples, and documentation via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js 18.0.0 or higher.
- ⚠️For Microsoft Copilot Studio deployment, an external hosting service with Streamable HTTP transport (e.g., Azure, AWS) and proper configuration (authentication) is required, as the server's default transport is stdio.
Verified SafeView Analysis
agileplace-mcp-server
by jhigh1594
An MCP server to integrate AI agents with the AgilePlace project management platform, providing tools for board, card, OKR, and activity management.
An MCP server to integrate AI agents with the AgilePlace project management platform, providing tools for board, card, OKR, and activity management.
Setup Requirements
- ⚠️Requires an active AgilePlace account and generating an API token (commercial product).
- ⚠️OKR features rely on an external Planview API endpoint specified by `OKRS_API_BASE_URL` (defaulting to `https://api.pv-platforma.xyz/api`), implying an external dependency or service.
- ⚠️Requires Python 3.10 or higher.
- ⚠️Designed for interaction with an MCP-compatible client like Claude Desktop.