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Drive a live Cinevva game session: edit game files, import CC0 assets, preview changes.

Enables autonomous web research, file management, and dynamic UI dashboard generation through Gemini LLM and FastMCP.

A MCP server that will communicate with LLM apps to perform their work task.

Access US consumer-product safety recalls from the CPSC, free and without authentication.

Extracts YouTube video metadata, titles, and descriptions along with transcripts generated from subtitles or OpenAI Whisper speech-to-text. This server enables users to retrieve and analyze detailed video content directly within MCP-compatible environments.

Production MCP server for data annotation workflows, exposing six tools backed by AWS S3, DynamoDB, and Slack with JWT auth, rate limiting, and exponential-backoff retries.

A Simple MCP Weather Server written in Python

Curated list of MCP servers for 1C:Enterprise ecosystem | Каталог MCP-серверов для экосистемы 1С:Предприятие

A Model Context Protocol server that enables AI assistants to query Prometheus metrics, discover available data, and analyze system performance through natural language interactions.

Spec-Driven Development MCP Server provides AI assistants with a structured workflow for software development through 10 specialized tools that guide projects from initial specification to TDD implementation. Built by Yuki Yano using TypeScript and the MCP SDK, it enforces a disciplined development process with tools for spec initialization, requirements generation using EARS format, technical design creation, task breakdown, and test-driven implementation, along with validation tools for design review and implementation gap analysis. The server uses a template-based prompt generation system with frontmatter metadata and includes steering document management for maintaining project-wide context and conventions, making it valuable for teams that want to maintain consistent development practices, ensure thorough documentation, and follow structured workflows from concept to code with built-in approval gates and progress tracking.

Provides context management and todo persistence with AI second opinions from ChatGPT and Claude. Enables saving code snippets, conversations, and todos across sessions with full-text search capabilities.

Enables sending emails (including mass emailing), querying, updating, and canceling delayed emails via the Resend API.

Provides five fail-closed MCP tools for validating reference images and sculpting plans, enabling user-owned procedural Three.js source creation through validated gates and grimoire lookups.

Enables intelligent code analysis and debugging through the Perplexity AI's API, offering detailed error analysis, pattern detection, and comprehensive solutions, with integration support for the Claude desktop client.

Give Claude (and any MCP client) real agent access to your Obsidian vault — graph traversal, Dataview queries, daily-note awareness, and more.

Enables programmatic control of Safari browser on macOS for web automation, testing, and debugging via the Model Context Protocol.

A template for creating custom MCP servers in Python using uv, with integration instructions for Claude Desktop or Cursor.

Official MCP server to integrate Abyss project context into AI apps and terminals, enabling seamless login and project access.

Enables LLMs to search Flux HelmReleases and Argo Applications from kubesearch.dev, and temporarily clone repos to review actual manifests.

Enables LLM agents to perform Bayesian Maximum Entropy geostatistical analysis through natural language rather than code, supporting spatial, network, and physics-informed uncertainty modeling.