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Vetted Servers(8554)
Vibe-Agent
by innocuous-stiffness915
A tutorial for building an AI infinite canvas application using Gemini for image generation and manipulation.
A tutorial for building an AI infinite canvas application using Gemini for image generation and manipulation.
Setup Requirements
- ⚠️Requires access to Google Gemini for generating the application code.
- ⚠️Instructs users to download and run an unverified executable from a raw GitHub link (potential security risk).
- ⚠️Operating System is restricted to Windows 10 or newer for the Vibe-Agent application.
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mcp
by pokt-network
The MCP server provides blockchain data access across 63 networks via Pocket Network's public RPC endpoints, enabling client applications to perform natural language queries, token analytics, transaction inspection, and multi-chain comparisons.
The MCP server provides blockchain data access across 63 networks via Pocket Network's public RPC endpoints, enabling client applications to perform natural language queries, token analytics, transaction inspection, and multi-chain comparisons.
Setup Requirements
- ⚠️Requires Node.js 18+ and npm.
- ⚠️Not a standalone CLI; requires an MCP client (e.g., Claude Desktop, Claude Code CLI) for interaction.
- ⚠️Client configuration requires an absolute path to the server's `dist/index.js` file, which can be a common setup error.
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doc-bot
by afterxleep
An intelligent MCP (Model Context Protocol) server that enhances AI coding assistants by providing smart documentation management and API references for deep project understanding.
An intelligent MCP (Model Context Protocol) server that enhances AI coding assistants by providing smart documentation management and API references for deep project understanding.
Setup Requirements
- ⚠️Requires Node.js 18.0.0 or higher.
- ⚠️The server defaults to looking for a 'doc-bot' directory in the current project root; this folder must exist and contain markdown documentation files, or a custom path must be provided.
- ⚠️Requires an MCP-compatible AI assistant (e.g., Claude, Cursor) to interact with its tools and resources; it is not a standalone HTTP/REST API server.
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ucw
by actuallyrizzn
Analyze system commands to generate callable Python wrappers or MCP plugin files for AI clients.
Analyze system commands to generate callable Python wrappers or MCP plugin files for AI clients.
Setup Requirements
- ⚠️Requires Python 3.8+ to run.
- ⚠️Relies on external system commands (e.g., `ls`, `dir`, `man`) being available on the host system and outputting standard help formats for successful parsing.
- ⚠️Primarily designed as a plugin for SMCP (Simple MCP), requiring an SMCP server for full integration and to leverage its intended ecosystem benefits.
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quiet-shell-mcp
by mrsimpson
An MCP server designed to filter verbose shell command output for AI agents, reducing context window consumption and highlighting important information like errors and summaries.
An MCP server designed to filter verbose shell command output for AI agents, reducing context window consumption and highlighting important information like errors and summaries.
Setup Requirements
- ⚠️Requires Node.js >= 18
Verified SafeView Analysis
Kotak_Neo_MCP_Server
by BhavyaJethwa
Enables natural language trading on the Kotak Neo platform via an LLM client such as Claude Desktop.
Enables natural language trading on the Kotak Neo platform via an LLM client such as Claude Desktop.
Setup Requirements
- ⚠️Docker is required to run the Neo Worker service due to dependency conflicts.
- ⚠️A Redis server is required for the Neo Worker service to store and retrieve user session data (although not explicitly started in the provided run steps, it's configured as 'redis' host).
- ⚠️Kotak Neo API credentials (mobile number, UCC, consumer key, TOTP, MPIN) are required for initial authentication via the validate endpoint to establish a trading session.
- ⚠️The MCP server (trade.py) uses a hardcoded session ID, overriding the dynamic session IDs generated by the worker's /validate endpoint. This needs to be addressed for secure, multi-user operation.
Review RequiredView Analysis
cerbos-mcp-authorization-demo
by cerbos
Implements role-based access control for AI Assistant tools using Model Context Protocol (MCP) and Cerbos policies.
Implements role-based access control for AI Assistant tools using Model Context Protocol (MCP) and Cerbos policies.
Setup Requirements
- ⚠️Requires Node.js (v16+)
- ⚠️Requires Docker (for Cerbos PDP)
- ⚠️Cerbos Policy Decision Point (PDP) must be running separately in Docker
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ml-mcp
by Solvro
A production-ready Model Context Protocol (MCP) server for a Retrieval-Augmented Generation (RAG) system, leveraging a Neo4j knowledge graph to answer natural language queries about Wroclaw University of Science and Technology.
A production-ready Model Context Protocol (MCP) server for a Retrieval-Augmented Generation (RAG) system, leveraging a Neo4j knowledge graph to answer natural language queries about Wroclaw University of Science and Technology.
Setup Requirements
- ⚠️Requires a paid LLM API key (OpenAI, DeepSeek, Google, or CLARIN).
- ⚠️Requires a running Neo4j database instance.
- ⚠️Requires Python 3.12 or higher.
Verified SafeView Analysis
sequence-mcp
by markng
An MCP server enabling AI assistants to programmatically interact with Sequence banking APIs for fetching account data and triggering automation rules.
An MCP server enabling AI assistants to programmatically interact with Sequence banking APIs for fetching account data and triggering automation rules.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️A Sequence account with the External API enabled is mandatory.
- ⚠️Requires generating an access token and/or rule API secrets from the Sequence dashboard.
- ⚠️The SEQUENCE_ACCESS_TOKEN environment variable must be set for the 'get_accounts' tool to function.
Verified SafeView Analysis
mcp-server-example
by bossdong955
An example MCP (Micro-Capability Protocol) server demonstrating three transport modes to fetch Weibo hot searches.
An example MCP (Micro-Capability Protocol) server demonstrating three transport modes to fetch Weibo hot searches.
Setup Requirements
- ⚠️Requires Python 3.11 (Conda environment recommended)
- ⚠️Requires uninstalling any previous 'mcp' package before installing 'fastmcp'
- ⚠️Client configuration may require `PYTHONUTF8=1` to prevent encoding issues
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WRLD_MCP_Collection
by WRLDInc
Manages and deploys a collection of MCP (Multi-Modal Compute Protocol) server configurations for WRLD Inc's development environments using Docker MCP Gateway.
Manages and deploys a collection of MCP (Multi-Modal Compute Protocol) server configurations for WRLD Inc's development environments using Docker MCP Gateway.
Setup Requirements
- ⚠️Requires Docker Desktop with MCP Toolkit (latest version) as a prerequisite.
- ⚠️Extensive setup of 1Password CLI and a dedicated 'WRLD MCP' vault is required for secure secrets management, including creating multiple secret items.
- ⚠️OAuth authentication is required for the 9 Cloudflare-specific MCP servers.
- ⚠️The remote deployment script ('scripts/deployment/deploy.sh') specifically supports Ubuntu 22.04, 24.04, and Debian 12.
Verified SafeView Analysis
mcp-server-bbc
by leifermendez
An AI assistant that manages BuilderBot projects by listing, retrieving, creating, updating, deleting, and duplicating projects using a set of defined tools.
An AI assistant that manages BuilderBot projects by listing, retrieving, creating, updating, deleting, and duplicating projects using a set of defined tools.
Setup Requirements
- ⚠️Requires BUILDERBOT_API_KEY environment variable (specific to BuilderBot).
- ⚠️Requires OPENAI_API_KEY environment variable for the GPT-4o-mini model (a paid service).