Stop Searching. Start Trusting.
The curated directory of MCP servers, vetted for security, efficiency, and quality.
Tired of the MCP "Marketplace" Chaos?
We built MCPScout.ai to solve the ecosystems biggest pain points.
No Insecure Dumps
We manually analyze every server for basic security flaws.
Easy Setup
Our gotcha notes warn you about complex setups.
Avoid "Token Hogs"
We estimate token costs for cost-effective agents.
Products, Not Demos
We filter out "Hello World" demos.
Vetted Servers(9120)
dev-portal
by chainstack
Provides AI models with access to search and navigate Chainstack documentation through a hosted Model Context Protocol (MCP) server.
Provides AI models with access to search and navigate Chainstack documentation through a hosted Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Mintlify CLI (installed via npm)
- ⚠️Requires Node.js and npm for development setup
- ⚠️OpenAPI specifications must adhere to v3.0 `nullable` standard for interactive API explorer functionality (as mentioned in troubleshooting)
Verified SafeView Analysis
gitlab-api
by Knuckles-Team
This project provides a Python wrapper for GitLab, serving as an MCP (Model Context Protocol) server to expose GitLab APIs as tools for LLMs, and an A2A (Agent-to-Agent) multi-agent system for delegated GitLab task management with a knowledge graph.
This project provides a Python wrapper for GitLab, serving as an MCP (Model Context Protocol) server to expose GitLab APIs as tools for LLMs, and an A2A (Agent-to-Agent) multi-agent system for delegated GitLab task management with a knowledge graph.
Setup Requirements
- ⚠️Requires `GITLAB_INSTANCE` and `GITLAB_ACCESS_TOKEN` environment variables for the MCP server. The hardcoded default token in `compose.yml` MUST be overridden for security.
- ⚠️The A2A agent requires an LLM provider (e.g., OpenAI, Ollama) and its associated `OPENAI_BASE_URL` and `OPENAI_API_KEY` (defaults to Ollama-compatible settings `http://localhost:1234/v1` and `llama`). Ensure a local LLM or API endpoint is accessible.
- ⚠️Docker is highly recommended (via `docker-compose` or `docker run`) for easy setup, as Python dependency management (`.[all]` extra requirements) can be complex for the multi-agent system and its components (Graphiti, FastMCPToolset, pydantic-ai).
Review RequiredView Analysis
mcp-jina-supabase-rag
by croakingtoad
This server crawls documentation websites, extracts content, chunks it, generates OpenAI embeddings, and indexes them into Supabase for Retrieval-Augmented Generation.
This server crawls documentation websites, extracts content, chunks it, generates OpenAI embeddings, and indexes them into Supabase for Retrieval-Augmented Generation.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️Requires a Supabase account with a database set up using the provided schema.
- ⚠️Requires an OpenAI API Key (paid service) for embeddings.
- ⚠️Requires a Jina AI API Key (optional but highly recommended for performance, potentially paid beyond free tier).
- ⚠️Requires `crawl4ai-setup` to install browser dependencies for Crawl4AI functionality.
Verified SafeView Analysis
kortx-mcp
by effatico
Kortx is a Model Context Protocol (MCP) server providing AI-powered consultation, research, visual generation/editing, and debugging capabilities for coding copilots.
Kortx is a Model Context Protocol (MCP) server providing AI-powered consultation, research, visual generation/editing, and debugging capabilities for coding copilots.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires Perplexity API Key (Paid)
- ⚠️External context connectors (Serena, MCP Knowledge Graph, CCLSP) are stubs and return data only when those MCP servers are running and reachable.
Verified SafeView Analysis
remembrances-mcp
by madeindigio
Provides long-term memory, knowledge base, and semantic code indexing capabilities for AI agents.
Provides long-term memory, knowledge base, and semantic code indexing capabilities for AI agents.
Setup Requirements
- ⚠️Requires NVIDIA GPU with CUDA support and NVIDIA Container Toolkit for GPU acceleration.
- ⚠️Requires Go 1.20+ and C/C++ build tools (e.g., GCC/Clang, Make, CMake) if building from source.
- ⚠️Requires downloading a GGUF embedding model (~260MB+).
- ⚠️If not using embedded SurrealDB, a separate SurrealDB server is required.
Verified SafeView Analysis
mcp-server
by kontent-ai
This server integrates Kontent.ai content management with AI tools, allowing natural language operations to create, manage, and explore structured content.
This server integrates Kontent.ai content management with AI tools, allowing natural language operations to create, manage, and explore structured content.
Setup Requirements
- ⚠️Requires a Kontent.ai account, project, Management API key with appropriate permissions, and an Environment ID.
- ⚠️For multi-tenant HTTP mode, the Environment ID must be passed as a URL path parameter and the API Key as a Bearer token in the Authorization header, requiring specific client configuration.
- ⚠️Only active Kontent.ai languages can be modified via the API; activation/deactivation must be done through the Kontent.ai web UI.
Verified SafeView Analysis
devvit-mcp
by reddit
Provides a Model Context Protocol (MCP) server for developing applications on Reddit's Devvit platform.
Provides a Model Context Protocol (MCP) server for developing applications on Reddit's Devvit platform.
Setup Requirements
- ⚠️Requires `nvm` for development environment setup and specific Node.js version management.
- ⚠️Local development configuration in `mcp.json` necessitates absolute file paths for Node.js runtime and the compiled server entry point (`dist/index.js`).
- ⚠️Debugging requires awareness of shimmed `console.log` behavior (use `logger` instead) and potentially adding specific capabilities to the `MCPServer` instance to avoid errors with MCP clients.
Verified SafeView Analysis
taias
by taias-mcp
A lightweight TypeScript framework designed to enable Multi-Modal Agent (MMA) or Multi-Modal Chat Protocol (MCP) server developers to define interactive flows and map them to LLM guidance and dynamic UI affordances, shaping user experiences within AI-driven interfaces.
A lightweight TypeScript framework designed to enable Multi-Modal Agent (MMA) or Multi-Modal Chat Protocol (MCP) server developers to define interactive flows and map them to LLM guidance and dynamic UI affordances, shaping user experiences within AI-driven interfaces.
Setup Requirements
- ⚠️Requires Node.js 18+ to run or develop with.
Verified SafeView Analysis
ro-mongodb-mcp-rs
by chrstnwhlrt
A Model Context Protocol (MCP) server for executing read-only MongoDB queries, enabling LLMs to safely interact with MongoDB databases.
A Model Context Protocol (MCP) server for executing read-only MongoDB queries, enabling LLMs to safely interact with MongoDB databases.
Setup Requirements
- ⚠️Requires Rust 1.85+ to build and run.
- ⚠️For Kubernetes connections, a valid kubeconfig file is necessary, and MongoDB pods must follow specific labeling (`app=<deployment_name>`) and credential discovery conventions (environment variables `MONGO_INITDB_ROOT_USERNAME_FILE` and `MONGO_INITDB_ROOT_PASSWORD_FILE` pointing to files within the pod).
- ⚠️The configuration file `~/.config/ro-mongodb-mcp-rs/config.yaml` must be created and correctly populated with connection details. An example configuration is generated on first run if the file is missing.
Verified SafeView Analysis
awesome-mcp
by epicmotionSD
A curated, comprehensive list of Model Context Protocol (MCP) servers, tools, and resources for AI assistants like Claude Desktop.
A curated, comprehensive list of Model Context Protocol (MCP) servers, tools, and resources for AI assistants like Claude Desktop.
Verified SafeView Analysis
mobile-dev-mcp
by GGBoi360
Provides a read-only MCP server for observing and debugging mobile applications (Android and iOS) by giving a large language model like Claude direct access to device screenshots, logs, and UI hierarchy.
Provides a read-only MCP server for observing and debugging mobile applications (Android and iOS) by giving a large language model like Claude direct access to device screenshots, logs, and UI hierarchy.
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0.
- ⚠️For Android debugging: ADB (Android Debug Bridge) must be installed as part of the Android SDK Platform Tools.
- ⚠️For iOS debugging (macOS only, Advanced tier): Xcode with Command Line Tools must be installed.
- ⚠️Metro bundler must be running for Metro-related tools to function.
Verified SafeView Analysis
chicago-art-museum-mcp-server
by AlexLin1234
Provides AI assistants like Claude with access to the Art Institute of Chicago's public API for searching and retrieving art-related information.
Provides AI assistants like Claude with access to the Art Institute of Chicago's public API for searching and retrieving art-related information.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop) for interaction.
- ⚠️Requires internet access to reach the Art Institute of Chicago API.