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Vetted Servers(8554)
mcpclient
by awehttam
A flexible PHP client for the Model Context Protocol (MCP) supporting both CLI and web interfaces with multi-server configuration.
A flexible PHP client for the Model Context Protocol (MCP) supporting both CLI and web interfaces with multi-server configuration.
Setup Requirements
- ⚠️Requires manual configuration by copying `mcpconfig.json.example` to `mcpconfig.json`.
- ⚠️Requires a running MCP server (either a local PHP script for 'process' mode or a network service for 'socket' mode) to connect to.
- ⚠️PHP 7.4 or higher is required.
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mcp-server
by copilot-chan
Unable to determine use case as the source code was not provided for analysis.
Unable to determine use case as the source code was not provided for analysis.
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AgenticAiWorkshop-McpServer
by BryanHuynh
A server component designed for an agentic AI workshop, potentially interacting with the Minecraft Protocol.
A server component designed for an agentic AI workshop, potentially interacting with the Minecraft Protocol.
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ukrainian-stats-mcp-server
by niku3325singh
A basic, client-side React frontend application generated by Vite, intended for web development. The repository name suggests a server or a different type of project, but the provided source code is exclusively a web user interface.
A basic, client-side React frontend application generated by Vite, intended for web development. The repository name suggests a server or a different type of project, but the provided source code is exclusively a web user interface.
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Jira-MCP
by dkbearsong
This server provides AI models with tools to retrieve information from a Jira site, leveraging both RAG for quick, summarized data and direct Jira API searches for specific or detailed queries.
This server provides AI models with tools to retrieve information from a Jira site, leveraging both RAG for quick, summarized data and direct Jira API searches for specific or detailed queries.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Requires a Jira API token with `read:jira-work` and `write:jira-work` scopes (classic permissions).
- ⚠️Initial setup involves user interaction to input Jira credentials if not pre-populated in the `.env` file.
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go-mcp-server
by vubon
A reusable Go package for building MCP (Model Context Protocol) servers that declaratively define tools and their HTTP handlers, managing authorization, structured logging, and different transports.
A reusable Go package for building MCP (Model Context Protocol) servers that declaratively define tools and their HTTP handlers, managing authorization, structured logging, and different transports.
Setup Requirements
- ⚠️Requires Go (Golang) runtime and toolchain installed to build and run from source.
- ⚠️Relies heavily on external JSON/YAML configuration files (`tools.json`/`tools.yaml` and `handlers.json`/`handlers.yaml`) to define tools and their backend integrations.
- ⚠️Many authorization strategies require environment variables (e.g., API_KEY, usernames/passwords) for sensitive credentials, which must be properly injected and managed.
Verified SafeView Analysis
Expense-Tracker-MCP
by NikhilAdvani
A Model Context Protocol (MCP) server for tracking personal expenses with Claude, offering tools for managing expense entries in a SQLite database.
A Model Context Protocol (MCP) server for tracking personal expenses with Claude, offering tools for managing expense entries in a SQLite database.
Setup Requirements
- ⚠️Python 3.12+ only (as per pyproject.toml)
- ⚠️Requires Claude Desktop app to fully utilize natural language features
- ⚠️Requires explicit `uv` executable path configuration in Claude Desktop settings
Verified SafeView Analysis
mcp-postgres-wrapper
by ShakibaMirbagheri
Provides PostgreSQL database access for AI agents and chat applications via the Model Context Protocol (MCP).
Provides PostgreSQL database access for AI agents and chat applications via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Docker and Docker Compose (for quick start)
- ⚠️Requires an existing PostgreSQL database to connect to
- ⚠️Critical SQL injection vulnerability (user input directly used in SQL queries)
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mcp_server
by vladships
Provides a unified operating layer for AI agents, offering standardized context, tools, data access, business rules, memory, logging, and validation for deterministic, auditable outputs.
Provides a unified operating layer for AI agents, offering standardized context, tools, data access, business rules, memory, logging, and validation for deterministic, auditable outputs.
Setup Requirements
- ⚠️Requires Python 3.8 or higher.
- ⚠️Native dependencies for FAISS (vector store) and Levenshtein (fuzzy matching) may require build tools on some systems.
- ⚠️API wrappers for Salesforce and NetSuite are stub implementations; real-world usage requires significant integration work and secure credential management.
- ⚠️A `server_config.yaml` file is required for configuration, including authentication tokens. Default tokens are hardcoded.
Verified SafeView Analysis
MeticAI
by hessius
MeticAI serves as an AI barista, analyzing coffee bag images and user preferences to generate and upload tailored espresso profiles to a Meticulous Espresso Machine.
MeticAI serves as an AI barista, analyzing coffee bag images and user preferences to generate and upload tailored espresso profiles to a Meticulous Espresso Machine.
Setup Requirements
- ⚠️Requires a Google Gemini API Key (free tier available, but usage costs apply for vision/text).
- ⚠️Requires Docker and Docker Compose installed and running on the host server.
- ⚠️Requires a Meticulous Espresso Machine with a known local IP address on the same network.
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investment-research-agent
by sarbaniAi
Provides a Databricks Custom MCP Server with a Streamlit UI for multi-agent investment research, offering various financial data tools from Yahoo Finance.
Provides a Databricks Custom MCP Server with a Streamlit UI for multi-agent investment research, offering various financial data tools from Yahoo Finance.
Setup Requirements
- ⚠️Requires `mcp` (Model Context Protocol) framework (Databricks specific, version >=1.6.0).
- ⚠️Requires `yfinance` library for data retrieval.
- ⚠️Requires Python 3.11 or higher.
- ⚠️Intended for deployment within a Databricks environment, though runnable locally.
- ⚠️Requires active internet connection to access Yahoo Finance data.
Verified SafeView Analysis
linkedin-search-mcp
by ddbrx
This MCP server provides tools for AI agents to search for LinkedIn profiles and company URLs using Google Custom Search.
This MCP server provides tools for AI agents to search for LinkedIn profiles and company URLs using Google Custom Search.
Setup Requirements
- ⚠️Requires Google Custom Search API Key (paid/quota limited)
- ⚠️Requires Google Custom Search Engine ID
- ⚠️Requires OpenAI API Key (Paid) for Dedalus AI features (as indicated in deployment instructions, even if not directly used by the server's tools)