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Vetted Servers(8554)
uspto_ptab_mcp
by john-walkoe
Access USPTO Patent Trial and Appeal Board (PTAB) data via Open Data Portal API, enabling progressive disclosure, document processing, and AI-driven analysis.
Access USPTO Patent Trial and Appeal Board (PTAB) data via Open Data Portal API, enabling progressive disclosure, document processing, and AI-driven analysis.
Setup Requirements
- ⚠️Requires a valid USPTO API Key (Paid access for some API endpoints, though data is generally free). Can be configured via environment variable (USPTO_API_KEY) or secure storage.
- ⚠️Mistral API Key (MISTRAL_API_KEY) is optional for OCR functionality; without it, only basic PyPDF2 text extraction is available, which may not work for scanned documents. OCR incurs a cost (~$0.15 per 1M input tokens).
- ⚠️Secure storage relies on Windows Data Protection API (DPAPI) for Windows, or file permissions (0o600) on Linux/macOS. Setting up these permissions correctly is crucial for non-Windows environments.
Verified SafeView Analysis
eth-trading-mcp
by ZBcheng
An Ethereum trading service providing balance queries, token price queries, and token swap simulations via MCP protocol for AI Agents.
An Ethereum trading service providing balance queries, token price queries, and token swap simulations via MCP protocol for AI Agents.
Setup Requirements
- ⚠️Requires Rust 1.70+ environment.
- ⚠️Access to an Ethereum RPC Node (public options are heavily rate-limited; a private/paid node is recommended for reliable performance).
- ⚠️Blockchain interaction tests are ignored by default due to RPC rate limiting and require specific flags and delays to run (`cargo test -- --ignored --test-threads=1`).
Verified SafeView Analysis
LabMCP
by meshula
A minimal, production-ready C++20 template for building an MCP (Model Context Protocol) server that implements a dice rolling tool, designed for integration with clients like Claude Desktop.
A minimal, production-ready C++20 template for building an MCP (Model Context Protocol) server that implements a dice rolling tool, designed for integration with clients like Claude Desktop.
Setup Requirements
- ⚠️Requires a C++20 compliant compiler (e.g., g++ or clang++ supporting C++20).
- ⚠️Requires `make` to build the project.
- ⚠️For Claude Desktop integration, manual configuration of the executable path (`/path/to/LabMCP/cpp20-mcp-template/build/cpp20-mcp-template`) is necessary in the client's configuration file.
Verified SafeView Analysis
mcp-server
by serginator
An integration server that provides AI clients with tools to interact with GitHub, Jira, and Notion for developer and project management tasks.
An integration server that provides AI clients with tools to interact with GitHub, Jira, and Notion for developer and project management tasks.
Setup Requirements
- ⚠️Requires generating and configuring API tokens for GitHub, Jira, and Notion.
- ⚠️Jira API authentication specifically requires a username/email in addition to the API token.
- ⚠️Requires Docker or a Go development environment for local execution.
Verified SafeView Analysis
Connection-Key-MCP-Server
by Heiko888
Acts as a central tool-server and orchestration layer for AI agents, providing capabilities for Human Design chart calculations, generating readings, performing partner matching, and interacting with n8n workflows for automation and user data management. It serves as a 'Single Source of Truth' for chart data and encapsulates complex business logic.
Acts as a central tool-server and orchestration layer for AI agents, providing capabilities for Human Design chart calculations, generating readings, performing partner matching, and interacting with n8n workflows for automation and user data management. It serves as a 'Single Source of Truth' for chart data and encapsulates complex business logic.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for all AI agent interactions.
- ⚠️Requires Docker and Docker Compose for full system deployment across multiple services (e.g., n8n, frontend, ChatGPT-Agent).
- ⚠️Requires a configured n8n instance, including importing and activating specific workflows, and setting up Mattermost webhooks if notifications are desired.
- ⚠️Inconsistent states and duplicated chart calculation logic exist across different server instances (Hetzner MCP vs. CK-App), potentially leading to discrepancies and requiring careful synchronization or refactoring.
- ⚠️The 'Chart-Truth-Service' is noted as 'NOT FERTIG' (not finished) and using demo data, indicating a critical dependency is not fully operational.
Review RequiredView Analysis
gpt-mcp-server
by seanshin0214
Enables ChatGPT Desktop to securely access and interact with the local filesystem for reading, searching, and optionally writing files.
Enables ChatGPT Desktop to securely access and interact with the local filesystem for reading, searching, and optionally writing files.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Requires a GPT Pro subscription to enable Developer Mode in ChatGPT Desktop.
- ⚠️Requires ngrok for public tunneling to ChatGPT, which may require a free ngrok account.
- ⚠️Mandates explicit configuration of 'allowed_directories' in config.yaml for desired local filesystem access, otherwise defaults to the user's Documents folder.
Verified SafeView Analysis
bigmind-mcp
by Mayimbipharel
Automates network device management and analysis, primarily for Cisco infrastructure, by enabling Claude AI to interact with network devices via SSH using the Model Context Protocol (MCP).
Automates network device management and analysis, primarily for Cisco infrastructure, by enabling Claude AI to interact with network devices via SSH using the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0.
- ⚠️Requires Claude Desktop (latest version) for AI integration.
- ⚠️Requires SSH access to target network equipment and manual configuration of device credentials in JSON files (e.g., `config/devices-cisco.json`).
Verified SafeView Analysis
rockfish-mcp
by wolfdancer
This server enables AI assistants to interact with the Rockfish machine learning platform for managing data, creating ML workflows, handling models, and generating synthetic data with incident injection capabilities.
This server enables AI assistants to interact with the Rockfish machine learning platform for managing data, creating ML workflows, handling models, and generating synthetic data with incident injection capabilities.
Setup Requirements
- ⚠️Requires Rockfish API Key (Paid service likely)
- ⚠️Requires Python 3.12 or below
- ⚠️Rockfish SDK package hosted on a custom PyPI index (`packages.rockfish.ai`), which is handled by provided `requirements.txt` but worth noting for custom setups.
Verified SafeView Analysis
outline-wiki-mcp
by raisedadead
Connects Claude (or any MCP-compatible client) to an Outline wiki for document search, creation, management, and browsing.
Connects Claude (or any MCP-compatible client) to an Outline wiki for document search, creation, management, and browsing.
Setup Requirements
- ⚠️Requires an Outline instance URL (`OUTLINE_BASE_URL`).
- ⚠️Requires an Outline API Key (`OUTLINE_API_KEY`), which needs to be generated from Outline settings.
Verified SafeView Analysis
newsapi-mcp
by jonnadul
Integrates with NewsAPI to provide access to global news articles, headlines, and sources for MCP-compatible applications.
Integrates with NewsAPI to provide access to global news articles, headlines, and sources for MCP-compatible applications.
Setup Requirements
- ⚠️Requires a free NewsAPI API key (registration needed)
- ⚠️Node.js 16 or higher is required
- ⚠️The NewsAPI key must be set as a NEWS_API_KEY environment variable
Verified SafeView Analysis
remote-mcp-server-authless
by mfiordel
A remote Model Context Protocol (MCP) server providing custom tools (like a calculator) to AI agents, deployed on Cloudflare Workers without authentication for demonstration purposes.
A remote Model Context Protocol (MCP) server providing custom tools (like a calculator) to AI agents, deployed on Cloudflare Workers without authentication for demonstration purposes.
Setup Requirements
- ⚠️Requires deployment on Cloudflare Workers.
- ⚠️No authentication: The server is openly accessible to anyone with the endpoint URL, as per its 'authless' design.
- ⚠️Customizing or extending tools requires TypeScript knowledge and familiarity with Zod for schema definitions.
Verified SafeView Analysis
Agent365McpServers
by adner
Develop AI agents leveraging Microsoft Agent Framework and CopilotKit, featuring generative UI, shared state, and human-in-the-loop capabilities.
Develop AI agents leveraging Microsoft Agent Framework and CopilotKit, featuring generative UI, shared state, and human-in-the-loop capabilities.
Setup Requirements
- ⚠️Requires GitHub Personal Access Token for GitHub Models API.
- ⚠️Requires .NET 9.0 SDK for the C# agent backend.
- ⚠️Requires Node.js 20+ for the Next.js frontend.
- ⚠️Implicitly requires an OpenAI API key (or similar LLM provider) for the C# agent's functionality, as indicated by `appsettings.json`.