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Vetted Servers(8554)
findmy-mcp
by cbxss
Fast, concurrent Model Context Protocol (MCP) server discovery and analysis tool for security research.
Fast, concurrent Model Context Protocol (MCP) server discovery and analysis tool for security research.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️uv is recommended for dependency management.
- ⚠️Requires a Shodan API Key (can incur costs depending on usage and subscription).
Verified SafeView Analysis
Log4MCP
by chrisjeane
A high-performance, thread-safe logging server for distributed, multi-tenant applications, and integrating logging capabilities into AI contexts using MCP over JSON-RPC 2.0.
A high-performance, thread-safe logging server for distributed, multi-tenant applications, and integrating logging capabilities into AI contexts using MCP over JSON-RPC 2.0.
Setup Requirements
- ⚠️Requires Swift 6.2+
- ⚠️Requires local clone of MCPServer repository due to local package dependency path.
- ⚠️Full Xcode installation required for running tests on macOS, Command Line Tools are insufficient.
Verified SafeView Analysis
wealthfolio-mcp
by toomy1992
An MCP server that integrates with Wealthfolio to provide portfolio data, valuations, and analytics to OpenWebUI and other MCP-compatible applications.
An MCP server that integrates with Wealthfolio to provide portfolio data, valuations, and analytics to OpenWebUI and other MCP-compatible applications.
Setup Requirements
- ⚠️Requires a Wealthfolio API Key
- ⚠️Requires Python 3.10+
Verified SafeView Analysis
mcp-server
by PasanIS
This server acts as a Model Context Protocol (MCP) intermediary, enabling a chatbot (e.g., Claude) to interact with a Restaurant FastAPI backend for menu, order, customer, and analytics management.
This server acts as a Model Context Protocol (MCP) intermediary, enabling a chatbot (e.g., Claude) to interact with a Restaurant FastAPI backend for menu, order, customer, and analytics management.
Setup Requirements
- ⚠️Requires a separate FastAPI backend server to be running and accessible.
- ⚠️Requires Python 3.12 or newer.
- ⚠️The BASE_URL for the FastAPI backend must be configured via a BASE_URL environment variable or by editing 'src/backend_mcp/server.py'.
Verified SafeView Analysis
Data-store-engine
by Ethan-sonic
A local, embedded key-value storage solution providing efficient data storage and retrieval with features like caching, data compaction, and probabilistic data structures.
A local, embedded key-value storage solution providing efficient data storage and retrieval with features like caching, data compaction, and probabilistic data structures.
Setup Requirements
- ⚠️Requires a Go development environment (SDK) to build and run from source.
- ⚠️The `main.go` imports `NASP_projekat/Engine`, implying a specific Go module path or directory structure must be set up correctly (e.g., in GOPATH or using `go.mod`).
Verified SafeView Analysis
QA-MCP-Server
by mohanchandrass
A knowledge-powered Q&A and action bot that uses the Model Context Protocol (MCP) to provide configurable responses, deterministic intent resolution, and controlled action triggering, suitable for enterprise support.
A knowledge-powered Q&A and action bot that uses the Model Context Protocol (MCP) to provide configurable responses, deterministic intent resolution, and controlled action triggering, suitable for enterprise support.
Setup Requirements
- ⚠️Requires Python 3.11+
- ⚠️Requires Docker (for the recommended server deployment method)
- ⚠️Requires a Gemini API Key (must be set as GEMINI_API_KEY environment variable)
Verified SafeView Analysis
mcp-servers
by developer-zht
Provides AI assistants with the ability to summarize video and audio content, specifically Bilibili videos.
Provides AI assistants with the ability to summarize video and audio content, specifically Bilibili videos.
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0 and pnpm >= 8.0.0.
- ⚠️Requires API keys for chosen LLM provider (e.g., OpenAI or Gemini), which are typically paid services.
- ⚠️May require a Bilibili session token (AUTHORIZATION_BILIBILI_SESSION_KEY) for accessing certain video subtitles, potentially involving manual cookie extraction.
- ⚠️Configuration relies on a `.env` file, which must be created and populated manually from `.env.example`.
Verified SafeView Analysis
journal-me
by a-fleury
An AI-powered conversational journaling application that helps users track life events, summarize activities, and get reminders by interacting with an LLM.
An AI-powered conversational journaling application that helps users track life events, summarize activities, and get reminders by interacting with an LLM.
Setup Requirements
- ⚠️Requires Java SDK 21 and sbt
- ⚠️Requires Docker and Docker Compose for database setup
- ⚠️Requires Cursor IDE for full MCP integration
Verified SafeView Analysis
mcpserverexample
by chatkausik
Provides a Model Context Protocol (MCP) server that exposes a simple 'add' tool for numerical operations.
Provides a Model Context Protocol (MCP) server that exposes a simple 'add' tool for numerical operations.
Setup Requirements
- ⚠️Requires Python 3.13 or higher (pyproject.toml specifies >=3.13, while README states 3.8+).
- ⚠️Requires the 'uv' package manager for installation and local development.
- ⚠️Installation and running directly from a Git URL using uvx requires an active internet connection.
Verified SafeView Analysis
mcp-toolkit
by chrisllontop
A desktop application for organizing and securely managing Model Context Protocol (MCP) servers and their configurations for various AI tools across different projects.
A desktop application for organizing and securely managing Model Context Protocol (MCP) servers and their configurations for various AI tools across different projects.
Setup Requirements
- ⚠️Requires OS-native keychain access (macOS Keychain, Windows Credential Manager, Linux Secret Service).
- ⚠️For development, requires a Rust toolchain, Node.js (v20+), and pnpm.
- ⚠️When running tests, the development server (`pnpm dev`) must be running separately.
Verified SafeView Analysis
mcp-server
by czabriskie
A generic, extensible Model Context Protocol (MCP) server providing weather and time tools, with an optional web interface for interactive testing with AWS Bedrock Claude models.
A generic, extensible Model Context Protocol (MCP) server providing weather and time tools, with an optional web interface for interactive testing with AWS Bedrock Claude models.
Setup Requirements
- ⚠️Requires an AWS Account and configured AWS Bedrock access (paid services).
- ⚠️Anthropic Claude models, necessary for MCP tool support, require filling out a 'Use Case form' in the AWS Bedrock console and typically have a ~15 minute approval time.
- ⚠️Requires Python 3.10 or newer.
Verified SafeView Analysis
github-mcp-ai-repo-analyzer
by mrvivekkr
Generates AI-powered Markdown and HTML documentation for GitHub repositories by analyzing their structure, open issues, pull requests, and branches.
Generates AI-powered Markdown and HTML documentation for GitHub repositories by analyzing their structure, open issues, pull requests, and branches.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires GitHub Personal Access Token (with 'repo' and 'user' scopes)
- ⚠️Requires manual building and copying of custom Go binaries (`github-mcp-server` and `mcpcurl`)