alexei-led/spotinfo
CLI for exploring AWS EC2 Spot inventory. Inspect AWS Spot instance types, saving, price, and interruption frequency.
Awesome MCP › Weekly › 2025-07-05
2025-07-05
Other
Agent Orchestration Platforms
rinadelph/Agent-MCP
Agent-MCP is a framework enabling coordinated multi-agent AI collaboration through the Model Context Protocol, facilitating efficient and specialized parallel development workflows in AI software projects.
Agent Platforms
a2aproject/A2A
Agent2Agent (A2A) is an open protocol that enables secure communication and interoperability between opaque AI agents, facilitating multi-agent collaboration across diverse platforms and ecosystems.
SmythOS/sre
SmythOS is a comprehensive operating system designed to build, deploy, and manage intelligent AI agents at scale with a unified SDK and modular architecture.
Browser Automation
aaronjmars/opendia
OpenDia is a privacy-first browser automation tool that connects AI models to Chromium-based browsers using the Model Context Protocol, enabling seamless AI-driven interactions and automation without switching browsers.
CLI Tools
gitkraken/gk-cli
GitKraken CLI is a cross-platform command-line tool leveraging the Model Context Protocol to manage multiple Git repositories and work items with AI-powered commit and pull request generation, integrating deeply with Git, GitHub, and Jira.
Cloud & DevOps
pab1it0/prometheus-mcp-server
Prometheus MCP Server is an MCP server that enables AI assistants to query and analyze Prometheus metrics through standardized MCP interfaces with support for authentication and Docker deployment.
Databases
kruskal-labs/toolfront
ToolFront is a project that enables AI agents to seamlessly connect with and learn from big data sources through the Model Context Protocol, enhancing AI's ability to query and understand large databases and APIs efficiently.
Design & Visualization
mapbox/mcp-server
Mapbox MCP Server is a Node.js implementation of the Model Context Protocol that provides AI applications with comprehensive geospatial intelligence and location-based services through Mapbox APIs.
Desktop Automation
BandarLabs/coderunner
CodeRunner is an MCP server that securely executes AI-generated code locally on macOS using Apple's container technology, enabling private and efficient processing of local files with remote LLMs.
CursorTouch/Windows-MCP
Windows-MCP is a lightweight, open-source MCP server that enables seamless integration and automation between AI agents using LLMs and the Windows operating system, supporting a wide range of UI interactions and system controls.
Go
modelcontextprotocol/go-sdk
The official Go SDK for the Model Context Protocol (MCP) providing tools and APIs to build MCP clients and servers, currently unreleased and maintained in collaboration with Google.
Knowledge & Memory
Olow304/memvid
Memvid is a video-based AI memory library that stores millions of text chunks in MP4 files with ultra-fast semantic search, eliminating the need for traditional databases and enabling portable, efficient AI memory management.
ggozad/haiku.rag
Haiku SQLite RAG is a self-contained Retrieval-Augmented Generation library using SQLite that supports hybrid semantic and full-text search, multiple embedding and QA providers, and integrates with AI assistants via an MCP server.
54yyyu/zotero-mcp
Zotero MCP connects your Zotero research library with AI assistants like Claude via the Model Context Protocol, enabling advanced search, summaries, citation analysis, and PDF annotation extraction for enhanced research workflows.
MCP Resources & Educational Materials
zebbern/claude-code-guide
A comprehensive and detailed guide for Claude Code CLI tool, covering all commands, installation, configuration, and Model Context Protocol (MCP) integration for optimized use.
multi-modal-ai/multimodal-agents-course
Kubrick Course is a free, open-source program teaching developers to build advanced MCP multimodal AI agents capable of processing images, text, audio, and video for production-ready AI systems.
Other MCP Servers
loopwork/iMCP
iMCP is a macOS app that acts as an MCP server, enabling AI clients to securely access and manage personal data services like Messages, Contacts, Calendar, and more through the Model Context Protocol.
MigoXLab/dingo
Dingo is a comprehensive AI data quality evaluation tool featuring multiple datasets and evaluation methods, including an experimental Model Context Protocol (MCP) server for advanced integration.
isaacphi/mcp-gdrive
isaacphi/mcp-gdrive is an MCP server that integrates Google Drive and Google Sheets functionalities, enabling file listing, reading, searching, and editing within the Model Context Protocol ecosystem.
Python
a2aproject/a2a-python
The a2a-python project is the official Python SDK for the Agent2Agent (A2A) Protocol, enabling developers to build and run agentic applications as A2AServers following the A2A Protocol.
a2aproject/a2a-samples
This repository provides code samples and demos for implementing and understanding the Agent2Agent (A2A) Protocol, focusing on secure communication between autonomous agents.
Rust
paritytech/subxt
Subxt is a versatile Rust and WebAssembly library enabling interaction with Substrate-based blockchain nodes through transaction submission, event subscription, storage access, and runtime API calls via static and dynamic interfaces.
Security & Reverse Engineering
mariocandela/beelzebub
Beelzebub is a secure low-code honeypot framework leveraging large language models and the Model Context Protocol (MCP) to detect and analyze cyber attacks, including prompt injection attempts against LLM agents.
safedep/vet
safedep/vet is an enterprise-grade open source software supply chain security tool offering next-generation software composition analysis, real-time malicious package detection, policy as code, and multi-ecosystem support, with integration into CI/CD workflows and MCP server capabilities.
Social & Messaging
pipeboard-co/meta-ads-mcp
Meta Ads MCP is an MCP server that enables AI models to access, analyze, and manage advertising campaigns on Meta platforms like Facebook and Instagram through a standardized interface.
Software Development
jamubc/gemini-mcp-tool
gemini-mcp-tool is an MCP server that enables AI assistants to leverage Google Gemini CLI's large token window for advanced large file and codebase analysis within AI environments like Claude Code.
Testing & Debugging
LSTM-Kirigaya/openmcp-client
OpenMCP is an all-in-one VSCode plugin that integrates development, testing, and management tools for Model Context Protocol (MCP) server debugging and large model interaction.
MCPJam/inspector
MCPJam Inspector is a developer tool for testing and debugging MCP servers, supporting multiple protocols and LLM interaction, designed to streamline MCP development workflows.
TypeScript
metatool-ai/metamcp
MetaMCP is a proxy server that aggregates multiple MCP servers into a unified MCP server endpoint, applies middleware, and hosts these endpoints for seamless integration with MCP clients.