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Vetted Servers(8554)
video-understanding-mcp
by rudxognss
An AWS Bedrock-based server for video analysis, scene search, and subtitle processing using various AI models.
An AWS Bedrock-based server for video analysis, scene search, and subtitle processing using various AI models.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires AWS CLI installed and configured with appropriate credentials and permissions for Bedrock, S3, S3 Vectors, DynamoDB, and Transcribe.
- ⚠️Manual creation of AWS S3 Vectors bucket, S3 Vectors index, and DynamoDB table is required before server setup.
- ⚠️Requires access to specific AWS Bedrock models (Twelve Labs Marengo, Pegasus, Anthropic Claude Sonnet/Haiku) in the configured AWS region.
- ⚠️The `S3_UPLOAD_BUCKET` environment variable is required if local video files are to be processed.
- ⚠️Integration is designed for Kiro CLI, requiring a specific `mcp.json` configuration file with an absolute path to the project directory.
Verified SafeView Analysis
mcp-server-pr
by Manaphy310
A server component likely designed for managing or processing pull requests, potentially within a development workflow or for a specific platform.
A server component likely designed for managing or processing pull requests, potentially within a development workflow or for a specific platform.
Review RequiredView Analysis
figma-qwen-cli-extension
by monkey-di
Integrate Figma design data and image downloads into a Qwen CLI workflow for development purposes.
Integrate Figma design data and image downloads into a Qwen CLI workflow for development purposes.
Setup Requirements
- ⚠️Requires a Figma Personal Access Token (FIGMA_API_KEY).
- ⚠️Requires Node.js and npm/npx to be installed on the system.
- ⚠️Uses a community MCP server with limited functionality compared to the official Figma MCP server.
Verified SafeView Analysis
teams-mcp-server
by bugzy-ai
This server provides AI assistants with standardized access to Microsoft Teams APIs for messaging and channel operations.
This server provides AI assistants with standardized access to Microsoft Teams APIs for messaging and channel operations.
Setup Requirements
- ⚠️Requires a Microsoft Graph OAuth token (TEAMS_ACCESS_TOKEN) to be set in the environment or .env file.
- ⚠️Requires specific Microsoft Graph API permissions (Team.ReadBasic.All, Channel.ReadBasic.All, ChannelMessage.Send, ChannelMessage.Read.All) configured in an Azure AD app registration.
- ⚠️Requires Node.js version 20.0.0 or higher.
Verified SafeView Analysis
mcp_servers
by vg9570650
Provides weather alerts and forecasts by integrating with the National Weather Service (NWS) API.
Provides weather alerts and forecasts by integrating with the National Weather Service (NWS) API.
Setup Requirements
- ⚠️Requires Python 3.14 or higher.
Verified SafeView Analysis
vv-mcp
by arrow2nd
Provides a Model Context Protocol (MCP) server to enable text-to-speech synthesis using VOICEVOX for Claude Desktop and Claude Code.
Provides a Model Context Protocol (MCP) server to enable text-to-speech synthesis using VOICEVOX for Claude Desktop and Claude Code.
Setup Requirements
- ⚠️Requires Node.js 18 or higher.
- ⚠️Requires VOICEVOX application to be installed and running locally (default URL: http://localhost:50021).
- ⚠️Linux requires `paplay` (PulseAudio) to be installed (e.g., `pulseaudio-utils` package).
Verified SafeView Analysis
mcp-server
by MASATO-IGA-2021
This server provides weather information (current, forecast) and city location search functionality as a tool for AI agents, integrating with the Open-Meteo API.
This server provides weather information (current, forecast) and city location search functionality as a tool for AI agents, integrating with the Open-Meteo API.
Setup Requirements
- ⚠️Requires an AWS account and configured AWS CLI
- ⚠️Requires Docker Desktop installed and running
- ⚠️The application relies on Python 3.12+
- ⚠️Deployment involves creating multiple AWS resources (ECS, ECR, IAM, VPC components)
Verified SafeView Analysis
A6-Tango-MCP
by agilesix
An MCP server providing AI agents with access to federal procurement and grants data through the Tango API, featuring caching, rate limiting, and comprehensive error handling.
An MCP server providing AI agents with access to federal procurement and grants data through the Tango API, featuring caching, rate limiting, and comprehensive error handling.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment and management, utilizing Cloudflare Workers and KV Namespaces.
- ⚠️Requires a paid Tango API key (TANGO_API_KEY) for backend data access, set as a Cloudflare Worker secret.
- ⚠️For full user authentication (e.g., via Claude Code/Web), Google OAuth credentials (GOOGLE_CLIENT_ID, GOOGLE_CLIENT_SECRET, COOKIE_ENCRYPTION_KEY) must be configured as Cloudflare Worker secrets.
- ⚠️Requires two Cloudflare KV Namespaces (TANGO_CACHE, OAUTH_KV) to be bound for caching and authentication state management.
Verified SafeView Analysis
gooddata-mcp-server
by aalexmrt
Enables AI assistants to interact with the GoodData analytics platform using natural language for querying, reporting, and managing analytical artifacts.
Enables AI assistants to interact with the GoodData analytics platform using natural language for querying, reporting, and managing analytical artifacts.
Setup Requirements
- ⚠️Requires a GoodData account with API access (Paid SaaS).
- ⚠️Requires `GOODDATA_HOST` and `GOODDATA_TOKEN` to be set as environment variables or in a `.env` file for authentication.
- ⚠️Python 3.10+ is required.
- ⚠️Write operations and customer-specific logic rely on a `~/.config/gooddata/workspaces.yaml` configuration mapping customer names to GoodData workspace IDs and project paths.
Verified SafeView Analysis
todoist-mcp-lite
by sjalq
Enables an AI agent to directly interact with the Todoist REST API v2 for comprehensive task and project management, acting as a pure API passthrough.
Enables an AI agent to directly interact with the Todoist REST API v2 for comprehensive task and project management, acting as a pure API passthrough.
Setup Requirements
- ⚠️Requires a Todoist API token, which must be obtained from Todoist settings.
- ⚠️Requires Node.js runtime version 18.0.0 or higher.
- ⚠️Large API responses from Todoist may consume a significant number of LLM tokens; implement filtering or chunking when possible.
Verified SafeView Analysis
hello-mcp-server-kotlin
by rolroralra
This server exposes a simple weather tool for consumption by an Artificial Intelligence model using the Spring AI Multimodal Conversation Protocol (MCP).
This server exposes a simple weather tool for consumption by an Artificial Intelligence model using the Spring AI Multimodal Conversation Protocol (MCP).
Setup Requirements
- ⚠️Requires a Java Development Kit (JDK).
- ⚠️Intended to be consumed by a Spring AI application or compatible LLM client.
Verified SafeView Analysis
mcp-strategy-research-db
by locupleto
Provides Claude Code access to a SQLite database for analyzing trading strategy backtest results across various market periods and benchmarks.
Provides Claude Code access to a SQLite database for analyzing trading strategy backtest results across various market periods and benchmarks.
Setup Requirements
- ⚠️Requires `STRATEGY_DB_PATH` environment variable pointing to a pre-existing `strategy_research.db` file, typically generated by the `trading-lab` project.
- ⚠️Requires Python 3.10+ and the `mcp` SDK (>=1.23.1).
- ⚠️The `get_daily_position_counts` tool requires trade-level data, only available for search runs performed after December 2025 or if existing searches are re-run.