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MCP server that connects any MCP harness (Claude Code, claude.ai, Cursor) to a fleet of GenSwarms swarms for observation, configuration, and optional operation.

A backend server that interacts with the Instagram Graph API to fetch post engagement metrics and insights for Business/Creator accounts, enabling analysis and strategy suggestions.

Data-Forge is a Model Context Protocol (MCP) server that transforms any LLM into a powerful Data Science Assistant. It provides a suite of high-performance tools for data loading, cleaning, validation, profiling, feature engineering, and visualization.

Cargo MCP server by Jacob Rothstein that provides safe access to Rust development workflows through whitelisted Cargo commands including check, clippy, test, build, bench, fmt, add/remove dependencies, update, clean, and run operations. Built using the mcplease framework with session-based state management, the implementation includes path validation to ensure operations only run in valid Rust projects with Cargo.toml files, toolchain support for switching between stable/nightly/specific Rust versions, and shared context storage for working directory management across MCP sessions. Features comprehensive parameter support for workspace packages, environment variables, release builds, feature flags, and command-specific options like test filtering and clippy auto-fixes, making it valuable for AI assistants helping with Rust development, code review workflows, and automated project maintenance tasks where safe, controlled access to Cargo operations is needed.

⚙️ A Model Context Protocol (MCP) that provides tools for fetching and creating Reddit content

Enables LLMs to plan trips, check schedules, query live departures, and access 17 tools for GO Transit data via natural language.

Enables LLMs to interact with MIT App Inventor, AndroidBuilder, Kodular, or Niotron IDEs in real-time, controlling the Designer and Blocks workspace via Chrome DevTools Protocol.

Provide an AI with tools for building GUI instead of having conversations

Model Context Protocol (MCP) server for service agreements for freelancers: scope, deliverables, rate, termination and liability, rendered for signing. Service agreements for freelancers: scope, deliverables, rate, termination and liability, rendered for signing. Works with Claude Desktop, Claude Code and Cursor.

MCP server for Cursor — query OpenAI (GPT), Google (Gemini), and Anthropic (Claude) in parallel. Single tool, env-based config.

把 AI 编程助手调教成学术科研搭子：反幻觉行为纪律 + 顶会论文全流程技能 + 文献检索 MCP | Turn your AI coding agent into an academic research copilot

MCP server for BizHawk, the multi-system emulator. Drive NES, SNES, GB/GBC/GBA, Genesis, N64, PSX, Saturn and more through one Lua bridge — memory r/w across named domains, joypad input, frame-advance, screenshot, save/load state.

ktx is an MCP server that provides agents with accurate warehouse querying by serving a self-improving context layer of approved metrics, joinable columns, and business knowledge through CLI and MCP tools.

MCP server for a text-based fishing game that allows Claude to play remotely via the Model Context Protocol, with features like casting, buying bait, selling fish, and exploring different locations.

Developed by CyberLink Security, this server bridges Claude with GLM-4.6 (Zhipu AI's model) to provide specialized software architecture consulting capabilities. It offers four targeted tools for architectural guidance: general architecture consultation, code analysis from an architectural perspective, complete system design based on requirements, and technical decision review with trade-off analysis. The implementation positions GLM-4.6 as an expert software architecture consultant with deep knowledge of distributed systems, microservices, security patterns, and scalability strategies, making it particularly useful for enterprise development teams seeking architectural expertise and technical decision validation.

Enables multi-model leader-worker agent orchestration, workflow execution, and deterministic validation via structured MCP tools.

An MCP server that converts HTML to PDF with built-in fonts, CSS, and streaming, enabling AI agents to generate static PDFs from HTML strings.

Analyzes Godot GDScript files for code quality and provides refactoring plans. Includes tools for script analysis, refactoring planning, and service code generation.

Persistent memory for AI agents — store, retrieve and search knowledge across sessions

Enables Google search queries and webpage content extraction through an MCP server deployed on Cloudflare Workers. Supports single and batch webpage content extraction with integrated OAuth authentication.