Search results for "specification"
SPDX parser and tools.
AWS SDK extension for OpenTelemetry
OpenInference Semantic Conventions
Make Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph agents.
Sane and flexible OpenAPI 3 schema generation for Django REST framework
Toolbox for imbalanced dataset in machine learning
CORS support for aiohttp
A library implementing the 'SemVer' scheme.
Pydantic OpenAPI schema implementation
OpenTelemetry Protobuf encoding
OpenTelemetry Collector Protobuf over gRPC Exporter
OpenTelemetry Collector Protobuf over HTTP Exporter
OpenTelemetry Semantic Conventions
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Stop prompting. Start specifying.
Official MCP Servers for AWS
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-l
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Seedance 2.0 Shot Design Skills
Make AI work for Everyone - Monitoring and governing for your AI/ML
The official Python library for the OpenAI API
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
OpenTelemetry Instrumentation for AI Observability
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
The official Python SDK for Model Context Protocol servers and clients
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
Structured Outputs
DSL and compiler framework for automated finite-differences and stencil computation
AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
Shell and coding agent on mcp clients
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding — they're redefining how software changes the world.
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
An open-source harness for spec-driven code generation.
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.
A Multi-Agentic AI Assistant/Builder
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
JSON Agents - A universal JSON-native standard for describing AI agents, their capabilities, tools, runtimes, and governance in a portable, framework-agnostic format. Based on RFC 8259, JSON Schema 2
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
Workspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.
The localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install
🤖 AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.
A structured reasoning and decision architecture for stable, interpretable, and hallucination‑resistant AI systems. An open standard for human–AI collaboration and autonomous systems.
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized