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Vetted Servers(8554)
stateful-auth-for-mcp-servers
by SirKanaad26
Integrates Google Gmail and Calendar APIs to enable an AI agent to read emails and manage calendar events with stateful authorization for event deletions.
Integrates Google Gmail and Calendar APIs to enable an AI agent to read emails and manage calendar events with stateful authorization for event deletions.
Setup Requirements
- ⚠️Requires Python 3.12+ (as per pyproject.toml)
- ⚠️Requires a Google Cloud project with Gmail API and Google Calendar API enabled.
- ⚠️Requires Google OAuth 2.0 Desktop Client credentials (`credentials.json`) from Google Cloud Console.
- ⚠️Requires `uv` for dependency installation or `pip install -r requirements.txt`.
Review RequiredView Analysis
hn-mcp-server
by CyrilBaah
Provides programmatic access to HackerNews content via the Model Context Protocol (MCP) for AI assistants and other clients to search, retrieve, and analyze stories, comments, and user profiles.
Provides programmatic access to HackerNews content via the Model Context Protocol (MCP) for AI assistants and other clients to search, retrieve, and analyze stories, comments, and user profiles.
Setup Requirements
- ⚠️Requires Python 3.11+
- ⚠️HTTP/SSE transport mode requires additional dependencies (`starlette`, `uvicorn`, `sse-starlette`) installed via `pip install hn-mcp-server[http]`
Verified SafeView Analysis
ai-tutor
by SDSU-CompE-561-Fall-2025
AI Tutor is a comprehensive learning platform that helps students study smarter by interacting with an AI model, generating educational videos, and providing learning insights, integrating with Google Drive for document management.
AI Tutor is a comprehensive learning platform that helps students study smarter by interacting with an AI model, generating educational videos, and providing learning insights, integrating with Google Drive for document management.
Setup Requirements
- ⚠️Requires OpenAI, ElevenLabs, and Google Gemini API keys (potentially paid services).
- ⚠️Requires a Google Cloud Project setup for Google OAuth2 (CLIENT_ID, CLIENT_SECRET, REDIRECT_URI).
- ⚠️Requires `uv` for Python package management and `Node.js` for the frontend if not using Docker.
- ⚠️Docker is highly recommended for simplified setup, otherwise, multiple services need to be started manually.
Verified SafeView Analysis
akMcpServer
by morrain
This server provides real-time and historical stock market data to LLMs via the Model Context Protocol, including a Puppeteer-based fallback.
This server provides real-time and historical stock market data to LLMs via the Model Context Protocol, including a Puppeteer-based fallback.
Setup Requirements
- ⚠️Requires a separate AkShare API wrapper service to be running and accessible at `AKSHARE_API_BASE_URL`.
- ⚠️Puppeteer's `--no-sandbox` argument significantly reduces security, which is a concern if the server is exposed to untrusted web content or running in a non-isolated environment.
- ⚠️Node.js and pnpm must be installed to run directly (though `npx` abstracts `pnpm install`).
Review RequiredView Analysis
loanpro-mcp-server
by MiloCreditPlatform
Exposes read-only LoanPro financial data via Model Context Protocol (MCP) using HTTP, SSE, and stdio transports for integration with AI agents or other clients.
Exposes read-only LoanPro financial data via Model Context Protocol (MCP) using HTTP, SSE, and stdio transports for integration with AI agents or other clients.
Setup Requirements
- ⚠️Requires LoanPro API credentials (LOANPRO_API_URL, LOANPRO_API_KEY, LOANPRO_TENANT_ID) which are likely paid/private.
- ⚠️Requires a Go 1.21+ development environment to run from source.
- ⚠️Primarily designed for interaction with a Model Context Protocol (MCP) client, not a standalone user interface.
Verified SafeView Analysis
mcp-proto-okn
by sbl-sdsc
Provides an AI assistant interface to query scientific knowledge graphs via SPARQL endpoints, with specialized support for Proto-OKN and FRINK platforms.
Provides an AI assistant interface to query scientific knowledge graphs via SPARQL endpoints, with specialized support for Proto-OKN and FRINK platforms.
Setup Requirements
- ⚠️Requires a compatible client application like Claude Desktop (Pro/Max subscription) or VS Code Insiders (GitHub Copilot subscription).
- ⚠️Requires Python 3.10+ to be installed.
- ⚠️Requires 'uvx' (or 'pip') to be installed and accessible in your PATH for execution.
- ⚠️Requires network access to the specified SPARQL endpoint and raw.githubusercontent.com for metadata and documentation.
Verified SafeView Analysis
database-operations-mcp
by sandraschi
Manages database connections, executes queries and data operations, inspects schema, and performs advanced browser bookmark management across multiple browsers and database types, including AI-powered features for tagging and analysis.
Manages database connections, executes queries and data operations, inspects schema, and performs advanced browser bookmark management across multiple browsers and database types, including AI-powered features for tagging and analysis.
Setup Requirements
- ⚠️Requires Python 3.8+.
- ⚠️Requires `uv` (Python package manager) to run the server via the provided command.
- ⚠️Windows-specific operations require a Windows operating system and may need administrator privileges for registry access.
- ⚠️Firefox browser must be completely closed for write operations on its database to avoid locking issues, or `force_access=True` must be used (labeled 'dangerous!' in docs).
- ⚠️Database servers (e.g., PostgreSQL, MongoDB, ChromaDB) must be running and accessible for respective operations.
- ⚠️External API keys (e.g., OpenAI) are implicitly required for AI-powered features if they are to perform actual API calls.
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cozyreq
by cozycrafters
An AI agent to interact with and explore API endpoints by consuming OpenAPI specifications and user prompts.
An AI agent to interact with and explore API endpoints by consuming OpenAPI specifications and user prompts.
Setup Requirements
- ⚠️Requires Python 3.14+
- ⚠️Requires 'mise' for dependency management and environment setup.
- ⚠️Relies on a Pydantic AI agent (pydantic-ai) which will incur token costs with the underlying AI model (e.g., Mistral).
Verified SafeView Analysis
jupiterone-mcp-server
by JupiterOne
Provides a Model Context Protocol (MCP) server that enables AI assistants and other MCP clients to interact with JupiterOne's security data, rules, dashboards, and integrations.
Provides a Model Context Protocol (MCP) server that enables AI assistants and other MCP clients to interact with JupiterOne's security data, rules, dashboards, and integrations.
Setup Requirements
- ⚠️Requires an active JupiterOne Account, API Key, and Account ID.
- ⚠️Requires Node.js version 18 or greater to run.
- ⚠️For new rules and dashboard widgets, J1QL queries must be syntactically correct and adhere to JupiterOne's specific query language rules; the server includes validation and suggestions for common errors.
Verified SafeView Analysis
carmenta
by carmentacollective
A heart-centered AI platform that unifies external services and internal AI agents into a single conversational interface, facilitating intelligent routing, personal knowledge management, and automated task execution.
A heart-centered AI platform that unifies external services and internal AI agents into a single conversational interface, facilitating intelligent routing, personal knowledge management, and automated task execution.
Setup Requirements
- ⚠️Requires PostgreSQL database with Drizzle ORM configured via DATABASE_URL.
- ⚠️Full functionality, especially scheduled agents, requires a running Temporal server accessible via TEMPORAL_ADDRESS.
- ⚠️Requires API keys for at least one LLM provider (OpenRouter or Vercel AI Gateway) and Clerk for user authentication.
- ⚠️Code Mode (`/api/code`) executes real bash commands and requires specific project path configurations or workspace mode setup.
Review RequiredView Analysis
hug-scm
by elifarley
Provides AI assistants with access to Hug SCM commands for investigating and understanding Git and Mercurial repositories.
Provides AI assistants with access to Hug SCM commands for investigating and understanding Git and Mercurial repositories.
Setup Requirements
- ⚠️Python 3.10+ required
- ⚠️Hug SCM CLI must be installed and in system PATH
- ⚠️Requires manual configuration of Claude Desktop's `claude_desktop_config.json`
Verified SafeView Analysis
debugger-mcp-server
by tonyredondo
A cross-platform server and CLI for remote crash dump analysis, interactive debugging, and AI-assisted diagnostics using WinDbg or LLDB.
A cross-platform server and CLI for remote crash dump analysis, interactive debugging, and AI-assisted diagnostics using WinDbg or LLDB.
Setup Requirements
- ⚠️Requires .NET 10 SDK.
- ⚠️Requires a platform debugger: WinDbg (Windows) or LLDB (Linux/macOS).
- ⚠️AI analysis features require an API key for a supported LLM provider (OpenRouter, OpenAI, Anthropic), which are typically paid services.