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A read-only MCP server that lets an LLM inspect an AWS account — list EC2 instances, S3 buckets, IAM users, and cost — with a structural guarantee against any mutations.

A generic MCP server that wraps the Runn REST API v1 (read + write) with ID-based tools and dry-run safety for write operations.

An agentic AI memory system (mcp server) with semantic search and GUI search/edit tool for Markdown knowledge bases

Read Airtable bases, tables, and records directly via the Airtable API.

A server that enables scraping Weibo user information, feeds, and search functionality through a standardized interface. Built with TypeScript and the MCP SDK, it exposes tools for searching users by keyword, retrieving detailed user profiles, and fetching user feeds. Particularly valuable for applications that need to programmatically access Weibo social data while maintaining a clean separation between the scraping logic and client implementation.

MoziChem MCP provides thermodynamic and chemical engineering calculations through integration with the MoziChem framework, offering two specialized servers for equation of state (EOS) models and flash calculations. Built by Sina Gilassi, this implementation leverages the mozichem-hub library to deliver prebuilt MCP servers that handle complex thermodynamic computations, phase equilibrium calculations, and chemical process modeling. The servers run via stdio transport and are designed for chemical engineers, process simulators, and researchers who need AI assistants capable of performing rigorous thermodynamic calculations for process design, optimization, and analysis workflows.

MCP server that provides Thomas Klaushofer's professional profile including career history, skills, projects, and achievements, allowing AI assistants to answer questions about his background.

Agent Skill that lets Claude (Code/Desktop) and Cursor edit real video — auto-edit, clipping, subtitles, avatars, publishing — via the free Shorz desktop app's MCP server (160+ tools).

Multi-path chain-of-thought self-consistency consensus scorer and majority voter aggregating divergent LLM reasoning trajectories into high-confidence deterministic outputs.

Enables an AI agent to build and edit fonts for Glyphs Mini by manipulating .glyphs files on disk, with a built-in rendering feedback loop for visual inspection.

Control Tesla vehicles from macOS via the Tesla Owner API using teslapy.

A self-hostable MCP server that turns a folder of skills into callable tools via MCP and REST APIs.

Generate videos, images, audio, and 3D models from any MCP-compatible AI agent — Claude, Cursor, ChatGPT, and more.

Enables AI assistants to browse, search, and manage a Lutris Linux gaming library. It provides tools for modifying game details, organizing categories, and accessing collection statistics directly from the Lutris SQLite database.

A simple example MCP server built with Bun that provides basic utility tools including current time retrieval, message echoing, and number addition. Serves as a template for building MCP servers with Bun runtime.

A reference implementation of a Model Context Protocol server that demonstrates core primitives including tools, resources, and prompts. It enables users to perform basic arithmetic operations and manage notes through a simple storage system.

Deliver bounded web content to AI agents without raw HTML noise

Claude Code skills for Celeste CLI — graph-based code review, semantic search, dependency analysis via MCP

This Google Calendar integration MCP server enables AI assistants to create events directly in Google Calendar through automated API interactions. The implementation handles authentication and event creation workflows, allowing users to schedule meetings, appointments, and reminders programmatically without manual calendar management. Designed for productivity automation use cases where AI assistants need to translate natural language scheduling requests into actual calendar entries, streamlining appointment booking and time management workflows.

A small local MCP adapter that lets Claude Code delegate bounded research work to Codex plan credits without giving the worker ownership of the final report.