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Vetted Servers(8554)
test_mcp
by AlexKidd727
Simple MCP server for testing FastMCP connectivity and demonstrating basic tool functionality.
Simple MCP server for testing FastMCP connectivity and demonstrating basic tool functionality.
Setup Requirements
- ⚠️Requires Python 3.8 or higher.
- ⚠️Requires 'fastmcp' library to be installed.
Verified SafeView Analysis
onboarded-mcp
by OnboardedInc
An MCP server enabling AI assistants to interact with the Onboarded platform's APIs, manage entity state, and optionally access local repository files.
An MCP server enabling AI assistants to interact with the Onboarded platform's APIs, manage entity state, and optionally access local repository files.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️Requires `git` for setup
- ⚠️Requires `onboarded-cli` for authentication and recommended setup
- ⚠️Credentials securely stored in macOS Keychain, limiting cross-OS compatibility
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llm-mcp-gateway-rs
by eztakesin
An OpenAI Responses API-compatible gateway for LLM applications that integrates local knowledge base (RAG) and database tool-using MCP servers, designed for use with `big-agi.com`.
An OpenAI Responses API-compatible gateway for LLM applications that integrates local knowledge base (RAG) and database tool-using MCP servers, designed for use with `big-agi.com`.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for upstream LLM and embedding calls.
- ⚠️Requires Rust 2024 Edition toolchain to build.
- ⚠️Requires `pdftotext` for PDF indexing (part of Poppler tools) if PDF documents are to be indexed.
- ⚠️Configuring HTTPS with Caddy and mkcert is recommended for browser compatibility, especially with `big-agi.com`.
- ⚠️Using the Oracle Database MCP functionality requires Oracle client setup (`TNS_ADMIN`) and a valid connection string.
Verified SafeView Analysis
smartDoc_mcpServer
by sarramakhlouf
This server provides microservice-style tools for document processing (PDF, CSV) and statistical calculations, intended for integration with AI agents.
This server provides microservice-style tools for document processing (PDF, CSV) and statistical calculations, intended for integration with AI agents.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) 17+ to build and run.
- ⚠️Requires Apache Maven or Gradle for building the project.
- ⚠️Designed for integration with Spring AI's Microservice Component Platform (MCP), implying a specific deployment context for AI agent tooling.
Review RequiredView Analysis
mcp-retialops
by sarthaksolow
Predicts future demand for retail products using historical sales, seasonal events, and historical surge profiles, providing a narrative explanation.
Predicts future demand for retail products using historical sales, seasonal events, and historical surge profiles, providing a narrative explanation.
Setup Requirements
- ⚠️Requires OPENROUTER_API_KEY environment variable (Paid API).
- ⚠️Requires Python packages: mcp, pandas, openai.
Verified SafeView Analysis
google-tasks-mcp
by akutishevsky
This server acts as a Model Context Protocol (MCP) endpoint, enabling AI clients like Claude to manage Google Tasks (task lists and individual tasks) through natural language conversations.
This server acts as a Model Context Protocol (MCP) endpoint, enabling AI clients like Claude to manage Google Tasks (task lists and individual tasks) through natural language conversations.
Setup Requirements
- ⚠️Requires a Google Cloud Project with the Google Tasks API enabled and OAuth 2.0 Web application credentials (Client ID, Client Secret, Redirect URI) configured.
- ⚠️A strong, randomly generated `ENCRYPTION_SECRET` environment variable (at least 32 characters) is critical for token encryption and must be set; `npm run generate-secret` is provided to help.
- ⚠️Utilizes Deno KV for persistence, which means it's primarily designed for Deno environments (e.g., Deno Deploy) and requires Deno CLI for local execution and deployment.
Verified SafeView Analysis
claude-database-tools
by Cyronius
Integrate Claude Code with SQL Server databases for CLI-driven and MCP-based operations, supporting SQL Server authentication.
Integrate Claude Code with SQL Server databases for CLI-driven and MCP-based operations, supporting SQL Server authentication.
Setup Requirements
- ⚠️Requires SQL Server credentials (SQL_SERVER, SQL_DATABASE, SQL_USER, SQL_PASSWORD) to be configured in a .env file.
- ⚠️Critical Security: To enforce a truly read-only server, both `READONLY=true` (for MCP tool listing) and `READONLY_MODE=true` (for blocking write operations) MUST be set in the server's environment configuration. Failure to set `READONLY_MODE=true` leaves write operations vulnerable to direct invocation even if the MCP server is configured as `READONLY=true`.
- ⚠️The MCP server integration is explicitly noted as 'experimental' and not fully tested, suggesting potential instability or incomplete features for Claude Code integration.
Verified SafeView Analysis
excel-frappe-integrator-mcp-server-
by gigitiminkova
This server facilitates the integration of data and operations between Microsoft Excel and a Frappe ERPNext instance, acting as an intermediary API.
This server facilitates the integration of data and operations between Microsoft Excel and a Frappe ERPNext instance, acting as an intermediary API.
Setup Requirements
- ⚠️Requires a running Frappe/ERPNext instance with API access.
- ⚠️Frappe API Key/Secret must be configured as environment variables.
- ⚠️Specific language runtime (e.g., Node.js or Python) and package manager (npm/yarn/pip) are required for dependencies.
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subm-mcp-server
by vthapar
Manages Kubernetes resources and ServiceExports across multiple clusters via a unified JSON-RPC API, enabling generic and specialized operations.
Manages Kubernetes resources and ServiceExports across multiple clusters via a unified JSON-RPC API, enabling generic and specialized operations.
Setup Requirements
- ⚠️Requires Go 1.21 or later for building.
- ⚠️Requires access to one or more Kubernetes clusters and valid kubeconfig files.
- ⚠️Kubeconfig files must have appropriate RBAC permissions for the operations the server performs.
Verified SafeView Analysis
orchestragent-mcp
by tzDel
Manages isolated Git worktrees for AI coding agents to enable parallel work, isolated testing, and controlled merging.
Manages isolated Git worktrees for AI coding agents to enable parallel work, isolated testing, and controlled merging.
Setup Requirements
- ⚠️Requires Git CLI (version 2.27.0+ recommended) to be installed and accessible in the system's PATH.
- ⚠️Operates on a local Git repository, which must exist. By default, it uses the current working directory, but a specific path can be provided via the `-repo` flag.
- ⚠️If running from source, a Go environment (Go 1.18+ or similar) is required for building and execution.
Verified SafeView Analysis
python-mcp-server
by tejas-borate-wai
A dual-mode server (MCP protocol and REST API) providing LLMs and applications with tools for SQL database operations, weather information, file management, web requests, and system diagnostics.
A dual-mode server (MCP protocol and REST API) providing LLMs and applications with tools for SQL database operations, weather information, file management, web requests, and system diagnostics.
Setup Requirements
- ⚠️Requires 'uv' for package management and running.
- ⚠️Requires 'ODBC Driver 17 for SQL Server' to be installed for database functionality.
- ⚠️Requires a local SQL Server database named 'IntimeProDB' accessible at 'localhost' for database tools.
- ⚠️Integration with Claude Desktop requires manual configuration in 'claude_desktop_config.json'.
Review RequiredView Analysis
local-mcpserver
by majidraza1228
Converts various document types (PDF, DOCX, XLSX, images, etc.) and URLs to Markdown format, offering AI assistant integration, a web interface, and file system automation.
Converts various document types (PDF, DOCX, XLSX, images, etc.) and URLs to Markdown format, offering AI assistant integration, a web interface, and file system automation.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Manual configuration of `~/.config/mcp/config.json` with absolute paths is needed for AI assistant integration, which can be error-prone.
- ⚠️Deployment to OpenShift requires Docker/Podman and OpenShift CLI (`oc`) installation, along with registry authentication.