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Vetted Servers(8554)
mcp-data-buffer
by fastbs
Provides a universal data exchange buffer to offload large binary data from LLM context between MCP servers, passing tokens instead of raw data.
Provides a universal data exchange buffer to offload large binary data from LLM context between MCP servers, passing tokens instead of raw data.
Setup Requirements
- ⚠️Requires Docker and Docker Compose to run services.
- ⚠️Relies on a Redis instance for data storage and persistence.
- ⚠️Requires creating an API token via the CLI for authorized access to the buffer API.
Verified SafeView Analysis
mcp-jira-stdio
by freema
Provides a Model Context Protocol (MCP) server for integrating with Jira, allowing clients to read, write, and manage Jira issues and projects.
Provides a Model Context Protocol (MCP) server for integrating with Jira, allowing clients to read, write, and manage Jira issues and projects.
Setup Requirements
- ⚠️Requires Node.js 20.0.0 or higher.
- ⚠️Requires an active Jira instance (Cloud or Server).
- ⚠️Requires a Jira API token, email, and base URL for authentication.
Verified SafeView Analysis
mcp-banana-ghost
by YongjinKim-Dev
An MCP server for Claude that automates image generation using NanoBanana Pro via browser automation.
An MCP server for Claude that automates image generation using NanoBanana Pro via browser automation.
Setup Requirements
- ⚠️Requires Chrome browser to be installed locally.
- ⚠️Requires a specific Chrome profile path (`chrome_profile_path`) to be configured and logged into NanoBanana Pro.
- ⚠️Browser automation is resource-intensive (CPU, RAM) and can be slow, potentially hitting `timeout` issues if image generation takes too long.
Verified SafeView Analysis
mcpbodega-cli
by CycleCore-Technologies
Universal command-line interface for deploying and managing Model Context Protocol (MCP) servers across various AI platforms.
Universal command-line interface for deploying and managing Model Context Protocol (MCP) servers across various AI platforms.
Setup Requirements
- ⚠️Requires Node.js (>=18.0.0)
- ⚠️Requires authentication via `mcpbodega login` followed by `mcpbodega init --token <your-token>` to configure credentials.
- ⚠️Manual configuration steps are required for AI platforms like ChatGPT (Developer Mode) and Grok after deployment, although the CLI provides clear instructions.
Verified SafeView Analysis
Aether
by exquisique
An Ollama-powered AI agent client for local LLMs to interact with real-world tools via the Model Context Protocol (MCP) using a Streamlit interface.
An Ollama-powered AI agent client for local LLMs to interact with real-world tools via the Model Context Protocol (MCP) using a Streamlit interface.
Setup Requirements
- ⚠️Requires Ollama to be installed and a language model (e.g., Mistral) pulled locally.
- ⚠️Requires `uv` (or `pip`) for dependency installation.
- ⚠️Many MCP servers, like the example 'filesystem' and 'git' servers, require NodeJS/npm to be installed (`npx`).
- ⚠️User must manually create and configure `mcp_config.json` to enable external tools.
Review RequiredView Analysis
excel_mcp_server
by SuperPyonchiX
AI agents automate Excel file operations for data entry, editing, formatting, and export.
AI agents automate Excel file operations for data entry, editing, formatting, and export.
Setup Requirements
- ⚠️All Excel and CSV file paths must be absolute paths; relative paths will cause errors.
- ⚠️Requires Node.js v18 or newer to run, as indicated by package dependencies.
- ⚠️The Node.js process must have appropriate read/write file system permissions for the specified Excel and CSV file paths.
Verified SafeView Analysis
Splunk_MCP_Server
by rakeshpc
A web-based interface for managing Splunk indexes with a modern UI.
A web-based interface for managing Splunk indexes with a modern UI.
Setup Requirements
- ⚠️Requires Splunk Enterprise or Splunk Cloud instance to be running and accessible.
- ⚠️Requires Splunk's management port (8089) to be enabled and network firewalls configured to allow access from the MCP server.
- ⚠️The application uses an unverified SSL context for Splunk connections, which is a critical security vulnerability and should be addressed with proper SSL certificate validation for any production deployment.
Review RequiredView Analysis
mcp-server-weather
by Curator4
Fetches current weather data for a specific city and country using the OpenWeatherMap API.
Fetches current weather data for a specific city and country using the OpenWeatherMap API.
Setup Requirements
- ⚠️Requires an OpenWeatherMap API Key (may require registration and adhere to usage limits for free tiers).
- ⚠️Requires Go runtime installed.
Verified SafeView Analysis
online-service-mcp-server
by santoshpatil85
A production-grade FastMCP Server acting as an intermediary to expose backend services (user management, ticketing, data querying) as typed tools, secured with Azure Workload Identity for microservice communication in Kubernetes.
A production-grade FastMCP Server acting as an intermediary to expose backend services (user management, ticketing, data querying) as typed tools, secured with Azure Workload Identity for microservice communication in Kubernetes.
Setup Requirements
- ⚠️Requires Azure Kubernetes Service (AKS v1.28+) with Workload Identity enabled for production deployment.
- ⚠️Requires a separate Backend REST API to integrate with, configured via BACKEND_API_URL.
- ⚠️Python 3.11+ is required.
Verified SafeView Analysis
rmcp_memex
by Loctree
A local Model Context Protocol (MCP) server providing Retrieval-Augmented Generation (RAG) capabilities with embedded vector storage and local embeddings/reranking.
A local Model Context Protocol (MCP) server providing Retrieval-Augmented Generation (RAG) capabilities with embedded vector storage and local embeddings/reranking.
Setup Requirements
- ⚠️Requires Rust toolchain with Cargo (stable)
- ⚠️Requires Protobuf compiler at build time
- ⚠️Optional MLX HTTP server required for MLX-based embeddings/reranking (otherwise falls back to fastembed)
Verified SafeView Analysis
mcp-tw-gpss
by hsiangjenli
An AI-ready Model Context Protocol (MCP) server for searching patents in the Global Patent Search System (GPSS).
An AI-ready Model Context Protocol (MCP) server for searching patents in the Global Patent Search System (GPSS).
Setup Requirements
- ⚠️Requires GPSS API access code set as `USER_CODE` environment variable (access to GPSS API is likely paid or restricted).
- ⚠️Requires Python 3.12+ for local execution.
- ⚠️Docker is recommended for easier deployment and environment consistency.
Verified SafeView Analysis
DevBuddy
by dazinator
Analyzes .NET codebases and executes shell commands in a secure, containerized environment via the Model Context Protocol (MCP) for AI agents.
Analyzes .NET codebases and executes shell commands in a secure, containerized environment via the Model Context Protocol (MCP) for AI agents.
Setup Requirements
- ⚠️Docker Desktop required for server deployment
- ⚠️.NET 8.0 SDK required for local development or generating local dev certificates
- ⚠️Claude Desktop requires specific configuration (Docker bridge or remote connector)
- ⚠️Git Personal Access Tokens (PATs) are needed for remote Git operations