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)
jpilot-mcp
by jmcdice
Provides an MCP server to allow AI agents to manage Jira projects and issues.
Provides an MCP server to allow AI agents to manage Jira projects and issues.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Requires a Jira Cloud account and API token.
- ⚠️Manual editing of `.env` file is necessary after initial setup to configure Jira credentials.
- ⚠️Requires an MCP client (e.g., Claude Desktop, Augment Code) to interact with the server.
Verified SafeView Analysis
mcp
by LandonSchropp
This repository provides a personal toolkit for AI agents, containing skills and reusable documentation to streamline developer workflows within agent environments like Claude Code.
This repository provides a personal toolkit for AI agents, containing skills and reusable documentation to streamline developer workflows within agent environments like Claude Code.
Setup Requirements
- ⚠️Requires Bun runtime for TypeScript scripts.
- ⚠️Primarily designed as a plugin/toolkit for AI agent environments (e.g., Claude Code), not a standalone application.
- ⚠️The `WRITING_FORMAT` environment variable must be configured with a valid path to a markdown file for certain skills to function correctly.
Verified SafeView Analysis
mcp-servers
by jacekciszkowski-plum
Provides comprehensive JSON validation, analysis, and manipulation capabilities for developers.
Provides comprehensive JSON validation, analysis, and manipulation capabilities for developers.
Setup Requirements
- ⚠️Requires jsonschema library for schema validation (pip install jsonschema).
- ⚠️Requires PyYAML library for YAML conversion (pip install pyyaml).
- ⚠️Python 3.7+ is required.
- ⚠️MCP settings file path (`mcp_settings.json`) must be absolute and use double backslashes on Windows.
Verified SafeView Analysis
wp-media-mcp
by Akungapaul
Manages WordPress media library programmatically through a Model Context Protocol (MCP) server, allowing AI agents to upload, retrieve, list, update, and delete media.
Manages WordPress media library programmatically through a Model Context Protocol (MCP) server, allowing AI agents to upload, retrieve, list, update, and delete media.
Setup Requirements
- ⚠️Requires a running WordPress instance accessible via REST API.
- ⚠️WordPress 'Application Passwords' must be configured for authentication.
- ⚠️Requires Node.js runtime (version >=18 for @modelcontextprotocol/sdk dependency).
- ⚠️WP-CLI must be installed and configured on the WordPress server (or remotely via SSH) if WP-CLI dependent tools like 'regenerate_thumbnails' are to be used.
Review RequiredView Analysis
python-mcp-server
by changren-wcr
Deploys a simple tool-serving API using fastmcp that exposes basic arithmetic functions, primarily intended for integration with AI agents or other systems requiring callable external tools.
Deploys a simple tool-serving API using fastmcp that exposes basic arithmetic functions, primarily intended for integration with AI agents or other systems requiring callable external tools.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Project dependencies (fastmcp, uvicorn) must be installed.
- ⚠️Intended for deployment (e.g., Google Cloud Run) but can be run locally.
Verified SafeView Analysis
PRD-MCP-Server
by cpatel1293
A specialized Model Context Protocol (MCP) server dedicated to creating and validating Product Requirements Documents (PRDs) using AI and customizable templates.
A specialized Model Context Protocol (MCP) server dedicated to creating and validating Product Requirements Documents (PRDs) using AI and customizable templates.
Setup Requirements
- ⚠️Requires API keys for AI providers (e.g., OPENAI_API_KEY), which are typically paid services.
- ⚠️Google Gemini, Anthropic Claude, and Local Model providers are currently stubbed implementations and will throw 'not yet implemented' errors if selected.
Review RequiredView Analysis
genesys-transcription-mcp-server
by Dynava
This server provides an MCP interface to interact with a Genesys transcription API, enabling the retrieval, generation, and querying of conversation transcripts.
This server provides an MCP interface to interact with a Genesys transcription API, enabling the retrieval, generation, and querying of conversation transcripts.
Setup Requirements
- ⚠️Requires the 'HOST' environment variable to be set to the transcription API endpoint, defaulting to 'http://9.223.220.100' if not provided.
- ⚠️Requires Python 3.12 or newer.
- ⚠️The backend Genesys API requires authentication for certain operations (e.g., 'interval_conversations').
Verified SafeView Analysis
mcp-server-samples
by pradhyu
Provides sample implementations for a Minimal Chat Protocol (MCP) server, either via FastAPI for HTTP or stdio for subprocess communication, using LangChain with OpenAI-compatible APIs.
Provides sample implementations for a Minimal Chat Protocol (MCP) server, either via FastAPI for HTTP or stdio for subprocess communication, using LangChain with OpenAI-compatible APIs.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Docker required
- ⚠️Python 3.10+
Verified SafeView Analysis
gerrit-mcp
by a1loy
Provides an MCP (Model Context Protocol) interface to query a Gerrit instance for code review changes and project information, acting as a tool for potential AI agents.
Provides an MCP (Model Context Protocol) interface to query a Gerrit instance for code review changes and project information, acting as a tool for potential AI agents.
Setup Requirements
- ⚠️Requires access to a Gerrit instance, defaulting to `https://chromium-review.googlesource.com` unless specified via `-gerrit-instance`.
- ⚠️Gerrit authentication, if enabled with `-with-auth`, necessitates specific environment variables such as `GERRIT_USERNAME` and `GERRIT_PASSWORD` (for basic/digest) or `GERRIT_COOKIE_NAME` and `GERRIT_COOKIE_VALUE` (for cookie auth).
- ⚠️The MCP server's own authentication (via Bearer header) requires the `BEARER_TOKEN` environment variable to be set for the server to validate client requests.
Verified SafeView Analysis
omnify-core-mcp-server
by omnifyjp
Enables AI assistants like Claude to create and validate Omnify schemas, facilitating structured data modeling.
Enables AI assistants like Claude to create and validate Omnify schemas, facilitating structured data modeling.
Setup Requirements
- ⚠️Requires Node.js and npm/npx to run.
- ⚠️Requires configuration within Claude Code/Desktop's MCP settings for direct integration.
Verified SafeView Analysis
minimal-mcp-server-template
by gilamran
A minimal MCP server template demonstrating both STDIO and HTTP transports with an example tool for filtering an in-memory TV catalog.
A minimal MCP server template demonstrating both STDIO and HTTP transports with an example tool for filtering an in-memory TV catalog.
Setup Requirements
- ⚠️To run the server in HTTP mode, you must create a '.env' file and set `MCP_SERVER_TRANSPORT_TYPE=HTTP`.
- ⚠️For public access to the HTTP server, a reverse proxy (e.g., ngrok) is required.
- ⚠️Requires Node.js and Yarn for initial setup (installing dependencies and building).
Verified SafeView Analysis
remote-MCP
by BhumitArora
Manages personal or small-scale expense tracking, allowing users to add, list, and summarize financial transactions.
Manages personal or small-scale expense tracking, allowing users to add, list, and summarize financial transactions.
Setup Requirements
- ⚠️Database stored in a temporary directory, meaning data will be lost upon server restart or temporary directory cleanup.
- ⚠️Requires `fastmcp` and `aiosqlite` Python packages to be installed.