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Vetted Servers(9120)
remote-mcp-server-authless
by TheseHandsAreSpiders
Deploys a remote Model Context Protocol (MCP) server without authentication on Cloudflare Workers, providing basic calculator tools for AI agents.
Deploys a remote Model Context Protocol (MCP) server without authentication on Cloudflare Workers, providing basic calculator tools for AI agents.
Setup Requirements
- ⚠️Requires a Cloudflare Workers account for deployment.
- ⚠️Requires Node.js and npm/yarn for local development and dependency management.
- ⚠️The server is intentionally unauthenticated; consider this carefully if extending for non-demo use cases.
Verified SafeView Analysis
nih-reporter-mcp-server
by GSA-TTS
This server acts as a Model Context Protocol (MCP) server, allowing LLMs and other clients to query and retrieve information from the NIH RePORTER grants database.
This server acts as a Model Context Protocol (MCP) server, allowing LLMs and other clients to query and retrieve information from the NIH RePORTER grants database.
Setup Requirements
- ⚠️Requires Python 3.13+
- ⚠️Relies on external NIH RePORTER API for data access
- ⚠️Uses `uv` runner (e.g., `uv run`)
Verified SafeView Analysis
perspectives
by ApreisP4x
A basic implementation of persistent memory using a local knowledge graph, allowing an AI assistant to remember information across chats.
A basic implementation of persistent memory using a local knowledge graph, allowing an AI assistant to remember information across chats.
Setup Requirements
- ⚠️Requires Node.js and npm/npx to run.
- ⚠️Persistence of the knowledge graph requires proper volume or path configuration for 'memory.jsonl', as data stored in ephemeral environments will be lost on restart (e.g., Docker without volume mounts, 'npx' in a temporary directory).
- ⚠️Performs a one-time migration from 'memory.json' to 'memory.jsonl' if a legacy file is detected.
Verified SafeView Analysis
mortgage-mcp-server
by adamaclp92
A Node.js MCP server demonstrating a mock mortgage loan application process using UI widgets and protocol tools.
A Node.js MCP server demonstrating a mock mortgage loan application process using UI widgets and protocol tools.
Setup Requirements
- ⚠️Uses mock data only; not connected to real banking systems.
- ⚠️Requires Node.js (ESM) and npm to run.
Verified SafeView Analysis
dokploy-logs-mcp
by misho85
Provides remote Docker container log and statistics access via SSH, enabling monitoring and debugging of services.
Provides remote Docker container log and statistics access via SSH, enabling monitoring and debugging of services.
Setup Requirements
- ⚠️Requires `Bun` runtime to be installed locally.
- ⚠️Requires `Docker` to be installed on the remote server(s).
- ⚠️Requires `SSH access` to remote server(s) configured in `~/.ssh/config`.
Verified SafeView Analysis
NRC-ADAMS-AI
by TAMU-AESL
Provides LLMs and AI agents with tools to search, download, and extract text from documents in the NRC ADAMS repository.
Provides LLMs and AI agents with tools to search, download, and extract text from documents in the NRC ADAMS repository.
Setup Requirements
- ⚠️Requires Python 3.8 or higher.
- ⚠️Google API Key and Custom Search Engine ID (GOOGLE_API_KEY, GOOGLE_CX) are optional for hybrid search but necessary for full functionality; Google Custom Search may have usage quotas.
- ⚠️Requires Docker or Docker Compose for containerized deployment, which is recommended for production and portability.
- ⚠️Relies on the availability and stability of the external NRC ADAMS API for core functionality.
Verified SafeView Analysis
elevate-mcp
by Ahmed-M-Elevate
Provides an AI-powered interface for querying and analyzing AB Testing data stored in MySQL (PlanetScale) and ClickHouse analytics databases.
Provides an AI-powered interface for querying and analyzing AB Testing data stored in MySQL (PlanetScale) and ClickHouse analytics databases.
Setup Requirements
- ⚠️Requires Go 1.21+ or a pre-built binary.
- ⚠️Requires database credentials for both MySQL (PlanetScale) and ClickHouse.
- ⚠️Specific configuration is needed for various AI clients (e.g., Claude Code, Cursor, GitHub Copilot).
Verified SafeView Analysis
zai-mcp-proxy-server
by dariuszkowalski-com
Provides an MCP proxy server for Z.AI Web Search Prime API, enabling integration with Forge as a standard MCP server.
Provides an MCP proxy server for Z.AI Web Search Prime API, enabling integration with Forge as a standard MCP server.
Setup Requirements
- ⚠️Requires Z.AI Web Search Prime API key (likely a paid service)
- ⚠️Requires Node.js 16+
Verified SafeView Analysis
BILHON-MCP-ECOSYSTEM
by thiagofinch
A comprehensive ecosystem designed to enhance AI agent capabilities through standardized integrations for context management, file system operations, memory, web search, desktop and browser automation, and real-time notifications.
A comprehensive ecosystem designed to enhance AI agent capabilities through standardized integrations for context management, file system operations, memory, web search, desktop and browser automation, and real-time notifications.
Setup Requirements
- ⚠️Requires a running N8N instance for workflow automation.
- ⚠️Requires numerous API keys and environment variables for external services (OpenAI, GitHub, Supabase, ClickUp, Exa, Ntfy, Hetzner, etc.).
- ⚠️The `desktop-commander` component implies a Windows operating system for its configured paths, despite CI/CD suggesting a Linux environment, indicating potential OS-specific setup complexities.
- ⚠️The `WF_DNA_INGESTAO_VIDEO` workflow requires `yt-dlp` to be installed on the n8n host and can consume significant local storage for downloaded videos.
Review RequiredView Analysis
homemade-playwright-mcp-server
by fgulen
Provides a local, secure Playwright-based server to enable browser automation for Model Context Protocol (MCP) clients.
Provides a local, secure Playwright-based server to enable browser automation for Model Context Protocol (MCP) clients.
Setup Requirements
- ⚠️Requires Node.js runtime installed locally.
- ⚠️Playwright browser binaries (e.g., Chromium) must be installed via `npx playwright install chromium`.
- ⚠️MCP client configuration requires an absolute, platform-specific path to `index.js` which users must adjust for their environment.
Verified SafeView Analysis
cc-mysql-mcp
by howtobearealprogrammer
A Model Context Protocol (MCP) server enabling Claude Code to directly interact with local MySQL or MariaDB databases, primarily designed for Windows environments.
A Model Context Protocol (MCP) server enabling Claude Code to directly interact with local MySQL or MariaDB databases, primarily designed for Windows environments.
Setup Requirements
- ⚠️Requires a local MySQL 5.7+ or MariaDB instance to connect.
- ⚠️No built-in SQL query validation or safety measures; users must ensure the configured database user has restricted permissions to prevent destructive operations.
- ⚠️Requires manual Node.js project setup (clone, `npm install`, `npm run build`) before running.
Review RequiredView Analysis
fin-mcp
by Shounak-Ghosh
Provides an AI-powered multi-agent system to analyze SEC 10-K filings for strategic risks, management tone, and financial summaries, exposed via an MCP server.
Provides an AI-powered multi-agent system to analyze SEC 10-K filings for strategic risks, management tone, and financial summaries, exposed via an MCP server.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service)
- ⚠️Requires SEC API Key (as specified in README, though direct use in sec_tools.py is for user-agent)
- ⚠️Python 3.11 or higher