MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
A modular AI coding agent framework with multi-LLM support, MCP plugins, and team collaboration
Agentic Hardware-in-the-Loop (Agentic HIL) tools for AI-assisted embedded firmware loops
Make full use of every coding-agent subscription you pay for: a local CLI + MCP server that surfaces live usage limits and offloads work to providers with headroom.
MCP server for headless DXF generation via ezdxf + LibreCAD preview — purpose-built for site plans and architectural drafting
aliyun observability mcp server
Persistent memory for AI coding agents — SQLite-backed knowledge store with BM25+Vector search and MCP integration
MCP server for Android automation with UI interaction, screenshots, and device control
A Model Context Protocol (MCP) server for Ansible automation
MCP server that builds a knowledge graph of a software codebase
Execute MCP tools through generated Python code interfaces
AScript MCP Service - 为大模型提供 ascript 自动化库 API 文档与设备交互服务
A FastMCP server for Airflow integration that can run standalone or as an Airflow 2/3 plugin
MCP server for browser automation using Playwright
Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.
Decision ledger MCP server — ingests meeting transcripts, maps decisions to code, tracks drift
MCP server providing computer use capabilities through an isolated sandbox environment
MCP server giving AI agents validated 3D modeling via CAiD + OCCT
Model Context Protocol client and server library with optional Pydantic support
Claude MCP plugin for Kubernetes cluster awareness, diagnostics, and remediation
MCP server for managing Claude Code conversation sessions
Clip.A.Canvas MCP server — render HTML/CSS/JS animations to MP4 via MCP tools
Verified dependency audit as an MCP tool: a checked-against-the-installed-version verdict any AI agent can call, not a raw scan.
Cloud Run MCP transparent proxy (stdio <-> streamable HTTP)
MCP server that answers questions about GitHub repos using claude/opencode CLI