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Vetted Servers(9120)
fetcher-mcp
by everford
Fetching and processing web page content (HTML to Markdown) using a headless browser for AI-driven applications.
Fetching and processing web page content (HTML to Markdown) using a headless browser for AI-driven applications.
Setup Requirements
- ⚠️Requires a Node.js environment (version >= 18) to run.
- ⚠️Playwright Chromium browser binaries must be installed using `npx playwright install chromium` before the server can operate.
Verified SafeView Analysis
Pitchlense-mcp
by connectaman
Provides AI-powered, multi-category risk analysis for startups, aiding in investment due diligence, growth potential evaluation, and portfolio risk management.
Provides AI-powered, multi-category risk analysis for startups, aiding in investment due diligence, growth potential evaluation, and portfolio risk management.
Setup Requirements
- ⚠️Requires `GEMINI_API_KEY` for Google Gemini AI (paid service).
- ⚠️Requires `SERPAPI_API_KEY` for Google News and PDF search (paid service).
- ⚠️Requires `PERPLEXITY_API_KEY` for advanced web search and synthesis (paid service).
- ⚠️For Google Cloud specific tools (e.g., Vertex AI RAG, Agent Builder, GCS operations), `GOOGLE_CLOUD_PROJECT`, `GOOGLE_APPLICATION_CREDENTIALS`, and `VERTEX_AI_LOCATION` environment variables are required, necessitating a Google Cloud project and service account setup.
Verified SafeView Analysis
kokoro-mcp-server
by aparsoft
This server provides a comprehensive Text-to-Speech toolkit for content creators and developers, integrating with AI tools via the Model Context Protocol (MCP), offering CLI and Streamlit interfaces, and supporting audio enhancement and multi-engine TTS (Kokoro, Indic, OpenVoice).
This server provides a comprehensive Text-to-Speech toolkit for content creators and developers, integrating with AI tools via the Model Context Protocol (MCP), offering CLI and Streamlit interfaces, and supporting audio enhancement and multi-engine TTS (Kokoro, Indic, OpenVoice).
Setup Requirements
- ⚠️Requires specific system dependencies like `espeak-ng`, `ffmpeg`, and `libsndfile1`, which may require manual installation on Windows.
- ⚠️High RAM requirements for multi-engine setups: 4GB for Kokoro only, 6GB+ for OpenVoice, 8GB+ for Indic, and 10GB+ for all engines combined.
- ⚠️Python dependencies require specific installation options (e.g., `pip install -e ".[complete]"` for full features) and some engines like Indic and OpenVoice have additional git-based `pip install` commands and model checkpoint downloads.
Verified SafeView Analysis
MemoryGate
by PStryder
MemoryGate provides durable memory-as-a-service for AI agents, combining structured storage, semantic search, OAuth-based authentication, and lifecycle controls for retention and archiving.
MemoryGate provides durable memory-as-a-service for AI agents, combining structured storage, semantic search, OAuth-based authentication, and lifecycle controls for retention and archiving.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for embedding generation (unless `EMBEDDING_PROVIDER` is set to 'none' or 'local_cpd').
- ⚠️Requires PostgreSQL with pgvector extension for full semantic search capabilities (SQLite fallback available, but lacks vector search).
- ⚠️Full OAuth functionality requires configuring credentials for Google, GitHub, and PStryder Desktop environments.
- ⚠️Python 3.11+ is recommended.
Verified SafeView Analysis
INPAYX
by INPAYXWEB3
Develops and manages autonomous, evolving AI agents on the Solana blockchain for Web3 interactions, including trading, governance, and data analysis, treating code as a living, self-mutating organism.
Develops and manages autonomous, evolving AI agents on the Solana blockchain for Web3 interactions, including trading, governance, and data analysis, treating code as a living, self-mutating organism.
Setup Requirements
- ⚠️Requires Solana wallet with SOL for transaction fees (devnet/testnet for development).
- ⚠️Optimal AI training/inference may require GPU/TPU hardware acceleration.
- ⚠️Multiple language toolchains (Node.js, Python, Go, Rust) must be installed.
- ⚠️Default hardcoded secrets in Python and Go backends are present; production deployment requires setting environment variables for all secrets.
Review RequiredView Analysis
mcp-obsidian-via-rest
by OleksandrKucherenko
An MCP server that enables AI assistants to read, search, and interact with Obsidian notes via its Local REST API, supporting multiple network transports and self-healing connections.
An MCP server that enables AI assistants to read, search, and interact with Obsidian notes via its Local REST API, supporting multiple network transports and self-healing connections.
Setup Requirements
- ⚠️Requires Obsidian Desktop running with the 'Local REST API' community plugin enabled and configured.
- ⚠️A valid Obsidian API Key (minimum 32 characters) is required and must be provided via environment variables.
- ⚠️Network access to Obsidian's REST API is critical, often requiring specific firewall rules (e.g., Windows Firewall for WSL2 setups) to allow inbound connections to port 27124.
Verified SafeView Analysis
A local AI model router and orchestration server for Claude Code, integrating multiple LLM providers (Gemini, OpenAI, etc.) with fallback capabilities and supporting Model Context Protocol (MCP) servers for tool execution.
A local AI model router and orchestration server for Claude Code, integrating multiple LLM providers (Gemini, OpenAI, etc.) with fallback capabilities and supporting Model Context Protocol (MCP) servers for tool execution.
Setup Requirements
- ⚠️Node.js v18+ required
- ⚠️API keys required for LLM providers (e.g., Google Gemini, OpenAI), which may incur costs
- ⚠️Python and 'modelcontextprotocol' SDK required for optional MCP server functionality
Verified SafeView Analysis
rossum-mcp
by stancld
An AI agent toolkit for Rossum document processing, enabling conversational automation of workflows, debugging of hooks, and configuration management across different environments.
An AI agent toolkit for Rossum document processing, enabling conversational automation of workflows, debugging of hooks, and configuration management across different environments.
Setup Requirements
- ⚠️Requires a valid Rossum API Token (paid Rossum account).
- ⚠️Requires AWS credentials configured for Bedrock access (paid AWS account, Bedrock service enabled).
- ⚠️Requires Python 3.12 or newer.
- ⚠️Redis is recommended for chat persistence and history (optional, but full functionality may be impacted without it).
Review RequiredView Analysis
Base1000QianZiWenCodec
by real-LiHua
Encodes and decodes text using characters from the 'Thousand Character Classic' (千字文) for unique text representation.
Encodes and decodes text using characters from the 'Thousand Character Classic' (千字文) for unique text representation.
Setup Requirements
- ⚠️Requires Python 3.10+ for Python integration.
- ⚠️Requires Rust toolchain and Cargo for building from source.
- ⚠️Requires Maturin for building Python extension from source.
Verified SafeView Analysis
template-docs-chatbot
by mastra-ai
This template provides a monorepo for building AI documentation chatbots using Mastra, separating concerns into an MCP server, an agent, and frontend applications.
This template provides a monorepo for building AI documentation chatbots using Mastra, separating concerns into an MCP server, an agent, and frontend applications.
Setup Requirements
- ⚠️Requires API Key for an AI model provider (e.g., OpenAI, Anthropic, Google), which may incur costs.
- ⚠️Requires pnpm for dependency management and running scripts.
- ⚠️Multiple services need to run concurrently on different ports (4111, 4112, 3000, 3001) for full functionality.
Verified SafeView Analysis
n8n-mcp
by PageLines
Provides opinionated workflow automation for n8n, enforcing best practices, auto-fixing issues, and offering version control.
Provides opinionated workflow automation for n8n, enforcing best practices, auto-fixing issues, and offering version control.
Setup Requirements
- ⚠️Requires a running n8n instance URL (N8N_API_URL)
- ⚠️Requires an n8n API Key with appropriate permissions (N8N_API_KEY)
Verified SafeView Analysis
bigrack.dev
by baptiste-mnh
Provides intelligent, local-first context and task management for AI assistants like Claude Code and Cursor, enhancing their ability to plan complex features, maintain persistent context, and validate business rules during software development.
Provides intelligent, local-first context and task management for AI assistants like Claude Code and Cursor, enhancing their ability to plan complex features, maintain persistent context, and validate business rules during software development.
Setup Requirements
- ⚠️Requires initial download of an ~80MB vector embedding model (Xenova/all-MiniLM-L6-v2) upon first `bigrack init`.
- ⚠️Initial repository and project creation, as well as context management, are primarily designed to be performed via an AI assistant (using MCP tools) rather than direct CLI commands, which are "not yet available" for some core features like `bigrack_create_repo` and `bigrack_store_context`.
- ⚠️Requires Node.js >= 20.0.0 and npm >= 9.0.0.