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(8554)
news-mcp-server
by baiyaoyu
An MCP server designed to scrape news headlines from Chinese (ThePaper) and Singaporean (Zaobao) news outlets, exposing them via an API.
An MCP server designed to scrape news headlines from Chinese (ThePaper) and Singaporean (Zaobao) news outlets, exposing them via an API.
Setup Requirements
- ⚠️Requires Python 3.13+ (currently in beta/release candidate)
- ⚠️Requires `uv` package manager (and `uvx` for execution)
Verified SafeView Analysis
mcp-server
by erold-dev
Enables AI assistants to directly manage Erold projects by interacting with tasks, projects, knowledge bases, and team contexts.
Enables AI assistants to directly manage Erold projects by interacting with tasks, projects, knowledge bases, and team contexts.
Setup Requirements
- ⚠️Requires EROLD_API_KEY environment variable to be set.
- ⚠️Requires EROLD_TENANT environment variable (your tenant ID or slug) to be set.
- ⚠️AI assistants (e.g., Claude) may not expand shell variables in their MCP configuration; direct key/value assignment for environment variables within their config is often required.
Verified SafeView Analysis
journald-mcp-server
by james116blue
Access and filter systemd journal logs through an MCP server.
Access and filter systemd journal logs through an MCP server.
Setup Requirements
- ⚠️Requires systemd-journal group access for the user running the server (usermod -aG systemd-journal $USER).
- ⚠️Requires Python 3.12+.
- ⚠️Operates exclusively on Linux systems with systemd and journald.
- ⚠️Requires 'uv' for dependency management and running the server.
Verified SafeView Analysis
mcp-server-py-template
by FeiCoder
A Python MCP (Model Context Protocol) server providing current time functionality via HTTP or Stdio.
A Python MCP (Model Context Protocol) server providing current time functionality via HTTP or Stdio.
Setup Requirements
- ⚠️Requires `uv` for installation and execution.
- ⚠️Requires Python 3.8 or higher.
Verified SafeView Analysis
database_mcp_server
by bobatenikhil725
A server designed to manage and interact with a database, potentially related to a Master Control Program or Minecraft Protocol application.
A server designed to manage and interact with a database, potentially related to a Master Control Program or Minecraft Protocol application.
Review RequiredView Analysis
mcp-servers
by goodshileidev
Manages the full development lifecycle for a Next Generation System (NGS) code generation platform, including data modeling, requirement, project, UI, report, template, and delivery management.
Manages the full development lifecycle for a Next Generation System (NGS) code generation platform, including data modeling, requirement, project, UI, report, template, and delivery management.
Setup Requirements
- ⚠️Requires an external NGS API server to be running and accessible.
- ⚠️Python 3.8+ is required.
- ⚠️API communication relies on the `curl` command with the `--insecure` flag, bypassing TLS certificate validation and posing a significant security risk for sensitive data.
Verified SafeView Analysis
neo4j-mcp-synthesis
by mcorpening85
This MCP server ingests and parses transcripts to extract knowledge concepts (frameworks, principles, problems, relationships, insights) and stores them in a Neo4j knowledge graph.
This MCP server ingests and parses transcripts to extract knowledge concepts (frameworks, principles, problems, relationships, insights) and stores them in a Neo4j knowledge graph.
Setup Requirements
- ⚠️Requires Anthropic API Key (Paid API for LLM extraction).
- ⚠️Requires a Neo4j database instance (Can be paid or self-hosted).
- ⚠️Designed to run as a Cloudflare Worker/Durable Object, requiring a Cloudflare account and wrangler CLI for deployment.
Verified SafeView Analysis
cdc-mcp
by openpharma-org
Provides a unified interface to access a wide range of public health data from the CDC's Socrata Open Data API, covering disease prevalence, risk factors, and real-time surveillance.
Provides a unified interface to access a wide range of public health data from the CDC's Socrata Open Data API, covering disease prevalence, risk factors, and real-time surveillance.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️Requires TypeScript to be installed and the project to be built (`tsc`) before running the generated JavaScript file.
- ⚠️A `CDC_APP_TOKEN` environment variable is highly recommended for enhanced API rate limits (1,000 requests/hour vs. a shared pool), impacting performance without it.
Review RequiredView Analysis
valeria-mcp-server
by zobra-auto
Provide a Microservices Communication Platform (MCP) API for managing barber shop appointments, including catalog search, barber resolution, and Google Calendar integration for scheduling and availability checks.
Provide a Microservices Communication Platform (MCP) API for managing barber shop appointments, including catalog search, barber resolution, and Google Calendar integration for scheduling and availability checks.
Setup Requirements
- ⚠️Requires a Google Cloud Project with the Calendar API enabled and a Service Account configured with appropriate permissions. Service Account credentials must be provided via `GOOGLE_SA_KEYFILE`, `GOOGLE_APPLICATION_CREDENTIALS_JSON`, or `GOOGLE_SA_JSON_BASE64` environment variables.
- ⚠️Requires `data/barbers.json` and `data/business_hours.json` files to exist and be correctly formatted in the project root or specified via environment variables.
- ⚠️An `API_KEY` environment variable is required for all API authentication.
Verified SafeView Analysis
mw-mcp-server
by labki-org
Integrates MediaWiki with large language models to provide semantic search, conversational AI, and structured wiki data access through LLM-callable tools.
Integrates MediaWiki with large language models to provide semantic search, conversational AI, and structured wiki data access through LLM-callable tools.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service).
- ⚠️Requires PostgreSQL with pgvector extension (handled by provided Docker image).
- ⚠️The 'WIKI_CREDS' environment variable requires a JSON string with specific secrets for each wiki, which can be complex to set up for multi-tenant environments.
Verified SafeView Analysis
mcp-server
by gouthamgo
Provides Model Context Protocol (MCP) server implementations to integrate AI clients (like Claude) with various external services, including a virtual try-on shopping assistant, Salesforce Marketing Cloud, and a comprehensive ecommerce suite.
Provides Model Context Protocol (MCP) server implementations to integrate AI clients (like Claude) with various external services, including a virtual try-on shopping assistant, Salesforce Marketing Cloud, and a comprehensive ecommerce suite.
Setup Requirements
- ⚠️Requires Node.js v18+ (v20+ recommended) for Node.js servers or Python 3.8+ for Python servers, crucial for `fetch` API support.
- ⚠️Requires manually populating `.env` files with API keys and other credentials (e.g., Salesforce credentials, HuggingFace token) for specific tools.
- ⚠️Requires absolute paths for server command and arguments when configuring with Claude Desktop or other MCP clients.
- ⚠️In-memory data stores in demo ecommerce servers must be replaced with a real database for production use.
Verified SafeView Analysis
qdrant-mcp-server
by No-Smoke
Provides semantic search and code vectorization capabilities using Qdrant vector database and various embedding providers, suitable for AI-assisted development and knowledge base management.
Provides semantic search and code vectorization capabilities using Qdrant vector database and various embedding providers, suitable for AI-assisted development and knowledge base management.
Setup Requirements
- ⚠️Requires Qdrant and Ollama Docker containers (or local installations) to be running.
- ⚠️The 'nomic-embed-text' Ollama model (or specified embedding model) must be pulled if using Ollama.
- ⚠️Requires API keys (e.g., OPENAI_API_KEY, COHERE_API_KEY, VOYAGE_API_KEY) if not using Ollama as the embedding provider.