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Vetted Servers(8554)
chivas13
by bioanywhere
Accessing and processing news data from the World News API.
Accessing and processing news data from the World News API.
Setup Requirements
- â ď¸Requires an API key from World News API (Paid service).
- â ď¸Python client requires Python 3.7+.
- â ď¸C++ client requires Qt for building and runtime.
Verified SafeView Analysis
notion-mcp-server
by Son012375
Automating Notion page creation, retrieval, and updates for project documentation and knowledge management, integrated with Claude Code CLI.
Automating Notion page creation, retrieval, and updates for project documentation and knowledge management, integrated with Claude Code CLI.
Setup Requirements
- â ď¸Requires a Notion API Key and Database ID, which must be manually configured in a `.env` file.
- â ď¸The Notion database must have specific properties (e.g., 'ě´ëŚ' as Title, 'ë ě§' as Date, 'ěš´í ęł ëŚŹ' as Select, 'ěí' as Status, 'í꡸' as Multi-select) with exact Korean names for full functionality.
- â ď¸Requires Claude Desktop to be configured to run this MCP server, or manual execution if used standalone.
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mcp-playwright
by xianglq18
Provides web automation capabilities, likely through an API, leveraging Playwright for browser control and testing.
Provides web automation capabilities, likely through an API, leveraging Playwright for browser control and testing.
Setup Requirements
- â ď¸Source code not provided for analysis, preventing identification of specific setup requirements.
- â ď¸Likely requires a Node.js environment and Playwright's browser dependencies to be available.
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vault-mcp-server
by mschuchard
Provides an interface for managing HashiCorp Vault server resources, including secret engines, authentication engines, audit devices, and ACL policies.
Provides an interface for managing HashiCorp Vault server resources, including secret engines, authentication engines, audit devices, and ACL policies.
Setup Requirements
- â ď¸Requires an operational HashiCorp Vault server to connect to.
- â ď¸Requires Docker for containerized execution (recommended in README).
- â ď¸Requires a valid Vault authentication token (`VAULT_TOKEN`) with appropriate permissions for the actions performed.
- â ď¸Requires Python 3.12 or newer for direct execution outside of Docker.
Verified SafeView Analysis
spec-kit
by jlwainwright
The Spec-Kit MCP Server provides a comprehensive toolkit for specification-driven development, automating workflows from feature specification and planning to task breakdown, domain analysis, and guided implementation.
The Spec-Kit MCP Server provides a comprehensive toolkit for specification-driven development, automating workflows from feature specification and planning to task breakdown, domain analysis, and guided implementation.
Setup Requirements
- â ď¸Requires Python 3.11+ (CLI) or 3.8+ (MCP Server)
- â ď¸Requires 'uv' or 'pip' for package management
- â ď¸Requires Git for version control and branch management
- â ď¸Requires a supported AI coding agent (e.g., Claude Code, GitHub Copilot, Gemini CLI)
- â ď¸GitHub token (GH_TOKEN/GITHUB_TOKEN) is recommended to avoid API rate-limiting for template downloads and GitHub interactions
- â ď¸Manual configuration of Claude Desktop (or other IDE/agent) is required to register the MCP server endpoint
- â ď¸Setting `SPECIFY_FEATURE` environment variable is needed for non-Git repositories for context
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Cocode-Precise
by L0stInFades
An MCP server for precise code symbol retrieval, returning exact source code for functions, classes, and methods by name, and offering semantic search capabilities.
An MCP server for precise code symbol retrieval, returning exact source code for functions, classes, and methods by name, and offering semantic search capabilities.
Setup Requirements
- â ď¸Requires Python 3.10 or later.
- â ď¸Requires PostgreSQL with the `pgvector` extension installed.
- â ď¸Requires an API key for one of the following embedding providers: OpenAI (`OPENAI_API_KEY`), Jina (`JINA_API_KEY` with `USE_LATE_CHUNKING=true`), or Mistral (`MISTRAL_API_KEY`). At least one is mandatory for embeddings.
- â ď¸Initial indexing of large codebases can be slow due to embedding generation.
Verified SafeView Analysis
OECD-MCP
by KSAklfszf921
Enables AI assistants to query and analyze OECD's comprehensive statistical data through its SDMX API.
Enables AI assistants to query and analyze OECD's comprehensive statistical data through its SDMX API.
Setup Requirements
- â ď¸Requires Node.js and npm installed locally for development or global installation.
- â ď¸Specific configuration within Claude Desktop's `claude_desktop_config.json` is required for local integration.
Verified SafeView Analysis
arb-mcp-server
by setsail-it
This server provides specialized tools for AI agents, including fetching keyword search volume from DataForSEO, managing HTML artifacts in a PostgreSQL database, retrieving client-specific information and writing rules, generating images via Google Gemini, and managing client discovery documents.
This server provides specialized tools for AI agents, including fetching keyword search volume from DataForSEO, managing HTML artifacts in a PostgreSQL database, retrieving client-specific information and writing rules, generating images via Google Gemini, and managing client discovery documents.
Setup Requirements
- â ď¸Requires a PostgreSQL database to be configured and accessible via DATABASE_URL.
- â ď¸Requires API keys for external services: DataForSEO (DATAFORSEO_API_KEY) and Google Gemini (GOOGLE_API_KEY), which may incur costs.
- â ď¸Requires AWS credentials (AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY) and an S3 bucket (AWS_S3_BUCKET) for image hosting. The S3 bucket must be configured for public read access.
- â ď¸The image generation process (`generate_image`) implements exponential backoff, which is good for reliability but might lead to increased latency under high load or temporary API issues.
Verified SafeView Analysis
mcp-server-learning
by MuhammadSaadBandukda
A basic server component for the Minecraft Protocol, likely for learning or foundational development.
A basic server component for the Minecraft Protocol, likely for learning or foundational development.
Setup Requirements
- â ď¸Requires Python 3.14+ (currently in alpha/beta phase, may be unstable or difficult to install depending on the OS/environment).
Verified SafeView Analysis
things3-mcp-tools
by Avery2
Automating personal productivity workflows in Things3 and Notion, leveraging Claude Code skills for contextual guidance and task management.
Automating personal productivity workflows in Things3 and Notion, leveraging Claude Code skills for contextual guidance and task management.
Setup Requirements
- â ď¸Requires macOS (due to AppleScript and Things3 dependency).
- â ď¸Requires Python 3.11+ for the tool scripts.
- â ď¸Requires 'Claude Code' (an AI agent) and specific configuration within its MCP settings.
- â ď¸A Notion API token ('NOTION_TOKEN') is required for Notion integration features.
Verified SafeView Analysis
remote-mcp-servers
by jashanjitattx
This server provides an asynchronous API for tracking and summarizing personal or business expenses, allowing users to add new entries, list them by date range, and summarize spending by category.
This server provides an asynchronous API for tracking and summarizing personal or business expenses, allowing users to add new entries, list them by date range, and summarize spending by category.
Setup Requirements
- â ď¸Requires Python 3.14 or higher as per 'pyproject.toml', which is an unreleased version of Python and likely a typo; it is more probable that it targets Python 3.8+.
- â ď¸Database data (expenses.db) is stored in the system's temporary directory ('tempfile.gettempdir()') and may not persist across reboots or system cleanups, leading to data loss if not backed up or moved.
- â ď¸Requires 'aiosqlite' and 'fastmcp' Python packages to be installed.
Verified SafeView Analysis
environment-config-mcp
by cloudinary
This MCP server enables AI applications to manage Cloudinary environment configurations, including transformations, upload presets, streaming profiles, webhooks (triggers), and upload mappings.
This MCP server enables AI applications to manage Cloudinary environment configurations, including transformations, upload presets, streaming profiles, webhooks (triggers), and upload mappings.
Setup Requirements
- â ď¸Requires Cloudinary API Key, API Secret, and Cloud Name (Cloudinary service usage may incur costs).
- â ď¸Requires Node.js v20 or higher to run.
- â ď¸Requires an MCP-compatible AI client (e.g., Cursor, Claude Desktop, VS Code extension) to interact with the server.