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Vetted Servers(9120)
leanmcp-sdk
by LeanMCP
Building production-ready Model Context Protocol (MCP) servers with TypeScript, supporting features like authentication, elicitation, and UI integration for AI agents.
Building production-ready Model Context Protocol (MCP) servers with TypeScript, supporting features like authentication, elicitation, and UI integration for AI agents.
Setup Requirements
- ⚠️Requires Node.js 18+ and npm 9+.
- ⚠️Requires specific environment variable configurations (e.g., OPENAI_API_KEY, GITHUB_CLIENT_ID, AUTH0_DOMAIN, COGNITO_USER_POOL_ID, SLACK_BOT_TOKEN) depending on the services and integrations used.
- ⚠️Utilizing AI-powered features (e.g., OpenAI) will incur external API costs.
Verified SafeView Analysis
blz
by outfitter-dev
Provides fast, local documentation search and retrieval for AI agents, using llms.txt files for line-accurate citations.
Provides fast, local documentation search and retrieval for AI agents, using llms.txt files for line-accurate citations.
Setup Requirements
- ⚠️Requires Rust 1.85+ and Cargo to build from source.
- ⚠️Requires `curl` and `tar` for the quick install script. For advanced JSON output in scripts, `jq` is recommended.
- ⚠️The `source-add` functionality has a known Server-Side Request Forgery (SSRF) risk, allowing an agent to potentially query internal network services if provided a malicious URL. A fix is planned, but it's a critical consideration for autonomous agent integration.
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holoviz-mcp
by MarcSkovMadsen
Enables AI assistants to build interactive dashboards and data visualizations with HoloViz libraries like Panel, hvPlot, Lumen, and Datashader, by providing intelligent access to documentation, component information, and a display server.
Enables AI assistants to build interactive dashboards and data visualizations with HoloViz libraries like Panel, hvPlot, Lumen, and Datashader, by providing intelligent access to documentation, component information, and a display server.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Initial documentation indexing can take 5-10 minutes and requires internet access for Git clones.
- ⚠️Execution of arbitrary Python code (via `holoviz_display` tool) poses significant security risks; should only be run in trusted, isolated environments or with rigorous input validation.
- ⚠️Chromium browser must be installed for `take_screenshot` functionality (`uvx holoviz-mcp install chromium`).
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Provides a framework and utilities to expose MATLAB functions as Model Context Protocol (MCP) tools, enabling AI agents and LLMs to interact with and leverage MATLAB's computational capabilities for domain-specific tasks.
Provides a framework and utilities to expose MATLAB functions as Model Context Protocol (MCP) tools, enabling AI agents and LLMs to interact with and leverage MATLAB's computational capabilities for domain-specific tasks.
Setup Requirements
- ⚠️Requires MATLAB R2025b or later.
- ⚠️Requires MATLAB Compiler SDK compatible with your MATLAB version.
- ⚠️Requires MATLAB Production Server R2022a or later, configured with `--enable-archive-management` for deployment.
- ⚠️Python environment needs `requests`, `FastMCP`, and `matplotlib` for some utilities and helper servers.
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inspector
by mcp-use
An interactive developer tool for testing, debugging, and monitoring MCP (Model Context Protocol) servers, including their tools, prompts, resources, and UI widgets.
An interactive developer tool for testing, debugging, and monitoring MCP (Model Context Protocol) servers, including their tools, prompts, resources, and UI widgets.
Setup Requirements
- ⚠️Requires an existing MCP server: The tool is designed to inspect already running MCP servers, not deploy them.
- ⚠️LLM API Keys for chat/sampling (optional): For client-side AI features, users must manually configure API keys (OpenAI, Anthropic, Google) in the browser's local storage. These are not environment variables for the Inspector server itself.
- ⚠️OAuth configuration (optional): If the target MCP server requires OAuth, users must provide Client ID, Redirect URL, and Scope within the Inspector's connection settings.
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kukapay-mcp-servers
by kukapay
Aggregates real-time cryptocurrency and blockchain data for AI agents and developers, spanning DeFi, trading, market analytics, and Web3 services.
Aggregates real-time cryptocurrency and blockchain data for AI agents and developers, spanning DeFi, trading, market analytics, and Web3 services.
Setup Requirements
- ⚠️Requires API keys for various crypto exchanges and data providers (e.g., Binance, Bybit, Cointelegraph, NewsData).
- ⚠️Requires access to blockchain RPC nodes for on-chain interactions across multiple networks (e.g., Ethereum, Solana, BSC).
- ⚠️Servers involving trading or wallet interactions (e.g., Uniswap Trader, Jupiter MCP, Token Minter) will likely require private keys or secure wallet integration, posing high financial risk if not managed with robust security practices.
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Aline
by human-re
Aline provides persistent, shared AI agent memory across sessions and teams, maintaining conversational context and facilitating seamless collaboration.
Aline provides persistent, shared AI agent memory across sessions and teams, maintaining conversational context and facilitating seamless collaboration.
Setup Requirements
- ⚠️Requires 'uv' (a Python package manager) to be installed; the server attempts automatic installation, but manual intervention might be necessary.
- ⚠️Relies on a compatible Model Context Protocol (MCP) agent (e.g., Claude Code) for integration and interaction.
- ⚠️Implicitly requires 'git' to be installed and configured for team sharing and context syncing with GitHub repositories.
Verified SafeView Analysis
lubelog_mcp
by hargata
Integrates LubeLogger with AI agents to manage vehicle maintenance records using a RESTful API.
Integrates LubeLogger with AI agents to manage vehicle maintenance records using a RESTful API.
Setup Requirements
- ⚠️Requires an AI agent capable of tool calling (e.g., Claude Desktop) to interact with the server.
- ⚠️Requires Docker and Docker Compose for easy deployment.
- ⚠️Local Authentication grants unfettered access to all vehicles in the LubeLogger instance, which may be a security concern for multi-user setups. Header Auth is more complex to configure but offers greater security.
Verified SafeView Analysis
sverigesradio-mcp
by KSAklfszf921
Accessing Swedish radio programs, podcasts, live streams, news, and traffic information for AI assistants.
Accessing Swedish radio programs, podcasts, live streams, news, and traffic information for AI assistants.
Setup Requirements
- ⚠️The underlying Sveriges Radio API is no longer actively maintained, which could lead to future data inconsistencies or unavailability.
- ⚠️Optional Bearer token authentication (MCP_AUTH_TOKEN) can be configured, requiring an Authorization header for clients if enabled.
- ⚠️Requires Node.js version 18 or higher.
Verified SafeView Analysis
fastify-mcp
by haroldadmin
Integrates Model Context Protocol (MCP) server functionality into Fastify web applications, supporting streamable HTTP and legacy HTTP+SSE transports.
Integrates Model Context Protocol (MCP) server functionality into Fastify web applications, supporting streamable HTTP and legacy HTTP+SSE transports.
Setup Requirements
- ⚠️In-memory session management in 'stateful' mode is not suitable for horizontally scaled production deployments and requires integration with a distributed session store.
- ⚠️The HTTP+SSE transport (`fastifyMCPSSE` plugin) is deprecated by the MCP protocol; migration to Streamable HTTP (`streamableHttp` plugin) is recommended.
Verified SafeView Analysis
Xyzen
by ScienceOL
AI platform for multi-agent orchestration, real-time chat, and document processing.
AI platform for multi-agent orchestration, real-time chat, and document processing.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for setting up the development environment, including dependent services like PostgreSQL, Redis, Mosquitto, and Casdoor.
- ⚠️Relies on external Large Language Model (LLM) providers (e.g., OpenAI, Azure OpenAI, Google), which are typically paid services and require valid API keys for full functionality.
- ⚠️Web search functionality (used by agents like Deep Research) requires a running SearXNG instance (or compatible metasearch engine) to be configured and accessible.
- ⚠️The default admin secret ('change-this-admin-secret-key-in-production') must be changed in production deployments to mitigate security risks.
Verified SafeView Analysis
better-notion-mcp
by n24q02m
Provides a Markdown-first MCP server for Notion, optimizing Notion API interactions for AI agents by consolidating endpoints into composite actions and reducing LLM token overhead for tool descriptions.
Provides a Markdown-first MCP server for Notion, optimizing Notion API interactions for AI agents by consolidating endpoints into composite actions and reducing LLM token overhead for tool descriptions.
Setup Requirements
- ⚠️A Notion integration token (NOTION_TOKEN) is strictly required as an environment variable.
- ⚠️The Notion integration must be explicitly shared with the specific pages or databases it needs to access.
- ⚠️Requires Node.js 24+ and pnpm for local development/build, or Docker for containerized deployment. For NPX, Node.js is still required.
- ⚠️Only a subset of Notion blocks (headings, paragraphs, lists, code, quotes, dividers, and basic inline formatting) are supported for Markdown conversion; complex blocks like tables, toggles, embeds, or images are not.