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Vetted Servers(8554)
safebreach-mcp
by SafeBreach
A Model Context Protocol (MCP) server that enables AI agents to interact with SafeBreach's Breach and Attack Simulation platform for security posture management and analysis.
A Model Context Protocol (MCP) server that enables AI agents to interact with SafeBreach's Breach and Attack Simulation platform for security posture management and analysis.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️Requires the 'uv' package manager for dependency management and execution.
- ⚠️Requires SafeBreach API tokens, which must be configured via environment variables, AWS SSM, or AWS Secrets Manager.
- ⚠️Requires 'npx mcp-remote' installed globally via npm for Claude Desktop integration.
- ⚠️AWS credentials are required if using AWS SSM or Secrets Manager for token storage.
Verified SafeView Analysis
search-mcp
by blakazulu
A local-first Model Context Protocol (MCP) server providing semantic search and indexing capabilities for codebases, enabling AI assistants to understand and interact with project code and documentation.
A local-first Model Context Protocol (MCP) server providing semantic search and indexing capabilities for codebases, enabling AI assistants to understand and interact with project code and documentation.
Setup Requirements
- ⚠️Indexing large codebases can consume substantial local disk space for LanceDB, FTS index, metadata, and logs.
- ⚠️For optimal keyword search performance, a native SQLite module (`better-sqlite3`) is recommended. If not available, the server gracefully falls back to a pure JavaScript FTS implementation, which may be slower.
- ⚠️Efficient embedding generation benefits from a compatible GPU (WebGPU/DirectML). Without it, embeddings will run on CPU, potentially leading to slower indexing and search times.
Verified SafeView Analysis
sqlite-mcp
by sqliteai
Integrates Model Context Protocol (MCP) servers, enabling SQLite databases to call their AI tools directly from SQL queries.
Integrates Model Context Protocol (MCP) servers, enabling SQLite databases to call their AI tools directly from SQL queries.
Setup Requirements
- ⚠️Requires a running Model Context Protocol (MCP) server for functionality.
- ⚠️Relies on platform-specific native binaries; installation may require `--force` if optional dependencies fail during `npm install`.
- ⚠️The SQLite database process requires network access to connect to the MCP server.
Verified SafeView Analysis
pdflens-mcp
by m13253
This MCP server provides tools for reading and extracting information from PDF files, including text and images, designed for AI clients.
This MCP server provides tools for reading and extracting information from PDF files, including text and images, designed for AI clients.
Setup Requirements
- ⚠️Requires Rust compiler to be installed.
- ⚠️Requires an MCP client for integration; specific setup instructions vary by client (e.g., VS Code, Continue.dev).
- ⚠️The `pdf-extract` library used for text extraction may crash with some PDFs (a known issue, future versions might switch to `hayro` for improved stability).
- ⚠️Path sandboxing requires MCP clients to correctly specify root paths, or the server must be started in the intended working directory to access PDFs.
Verified SafeView Analysis
qwen-video-mcp-server
by adamanz
An MCP (Model Context Protocol) server for AI agents like Claude to analyze videos and images using Qwen3-VL deployed on Modal.
An MCP (Model Context Protocol) server for AI agents like Claude to analyze videos and images using Qwen3-VL deployed on Modal.
Setup Requirements
- ⚠️Requires a Modal account and pre-deployment of the Qwen3-VL model (from a separate repository) to Modal.
- ⚠️Input videos and images must be accessible via publicly available URLs.
- ⚠️Requires specific configuration within the Claude Desktop application to enable tools.
Verified SafeView Analysis
infomate-mcp
by agudulin
An MCP server designed to fetch news from infomate.club/vas3k, extract articles, and provide categorized summaries.
An MCP server designed to fetch news from infomate.club/vas3k, extract articles, and provide categorized summaries.
Setup Requirements
- ⚠️Requires Bun (package manager) or Node.js version 22.0.0 or higher.
- ⚠️Relies on the `xmcp` framework; users need to understand MCP server interaction (e.g., via `claude mcp add-json`).
- ⚠️The news fetching tool depends on the external `https://infomate.club/vas3k/` URL remaining accessible and its HTML structure unchanged for correct operation.
Verified SafeView Analysis
GeminiMCP
by chew-z
Integrate Google's Gemini API for AI-powered tasks and search with Model Control Protocol (MCP) clients, focusing on developer-centric features like code analysis and context handling.
Integrate Google's Gemini API for AI-powered tasks and search with Model Control Protocol (MCP) clients, focusing on developer-centric features like code analysis and context handling.
Setup Requirements
- ⚠️Requires a Google Gemini API key.
- ⚠️For Claude Desktop clients, all configuration variables (including GEMINI_API_KEY) must be set within the client's MCP configuration JSON, not as system environment variables.
- ⚠️If HTTP transport with authentication is enabled, configuring a robust `GEMINI_AUTH_SECRET_KEY` (at least 32 characters) is critical, although the server currently only warns about short keys during startup.
Verified SafeView Analysis
vluggy-lite
by Osama-Null
An AI-powered MCP server that integrates with Claude Desktop to provide CTF-focused hacking assistance, tool execution, and knowledge base search.
An AI-powered MCP server that integrates with Claude Desktop to provide CTF-focused hacking assistance, tool execution, and knowledge base search.
Setup Requirements
- ⚠️Requires Docker Desktop and Python 3.10+ to run the services.
- ⚠️Requires manual configuration or merging of `claude_desktop_config.json` for Claude Desktop to connect.
- ⚠️Full CTF Brain functionality, especially semantic search, requires an external Supabase account to be configured and ingested.
Review RequiredView Analysis
Fathom-Simple-MCP
by druellan
Provides a Model Context Protocol (MCP) server for streamlined access to Fathom.video meeting recordings, transcripts, summaries, teams, and team members.
Provides a Model Context Protocol (MCP) server for streamlined access to Fathom.video meeting recordings, transcripts, summaries, teams, and team members.
Setup Requirements
- ⚠️Requires a Fathom API key, which must be provided via the `FATHOM_API_KEY` environment variable.
- ⚠️Requires Python 3.10 or a newer version to run.
- ⚠️The `search_meetings` tool, particularly when `include_transcript=True`, can be resource-intensive. It may fetch up to 500 meetings and their transcripts for local processing, potentially leading to a high number of API calls and significant token usage in a single execution.
Verified SafeView Analysis
claudine
by dean0x
Orchestrates and delegates coding tasks to multiple AI agents (Claude Code instances) for parallel execution and resource management.
Orchestrates and delegates coding tasks to multiple AI agents (Claude Code instances) for parallel execution and resource management.
Setup Requirements
- ⚠️Requires Node.js 20.0.0+ and npm 10.0.0+.
- ⚠️Requires the Claude Code CLI (`claude` command) to be installed and available in PATH.
- ⚠️GitHub CLI (`gh` command) is required for 'pr' merge strategy; otherwise, PR functionality is disabled.
Verified SafeView Analysis
google-sheets-mcp
by domdomegg
The server allows AI systems to perform read, write, and query operations on Google Sheets spreadsheets, facilitating data automation, analysis, and entry workflows.
The server allows AI systems to perform read, write, and query operations on Google Sheets spreadsheets, facilitating data automation, analysis, and entry workflows.
Setup Requirements
- ⚠️Requires manual setup of Google OAuth credentials (Client ID and Client Secret) in the Google Cloud Console, including enabling the Google Sheets API and configuring redirect URIs.
- ⚠️Requires Node.js and npm to be installed.
- ⚠️For HTTP transport, `GOOGLE_CLIENT_ID` and `GOOGLE_CLIENT_SECRET` environment variables are mandatory. For stdio transport, `GOOGLE_ACCESS_TOKEN` environment variable is mandatory.
Verified SafeView Analysis
monkdb-mcp
by monkdbofficial
Enables LLM frameworks (Claude, LangChain, CrewAI) to securely and efficiently interact with MonkDB using standardized tools for SQL queries, table inspection, and health checks.
Enables LLM frameworks (Claude, LangChain, CrewAI) to securely and efficiently interact with MonkDB using standardized tools for SQL queries, table inspection, and health checks.
Setup Requirements
- ⚠️Requires a running MonkDB instance and its connection details (host, port, user, password).
- ⚠️Python 3.13+ and Node.js 20+ are required depending on which stack (Python or TypeScript) is used.
- ⚠️For Python usage, `uv` or `poetry` package managers are recommended/required as per Claude Desktop configuration examples.
- ⚠️A database user with only the minimum necessary privileges for operation must be configured.