Exec Sandbox
Local installio.github.inhuman/mcp-exec
Single exec tool running caller Python in a network-isolated locked-down sandbox.
4,957 servers in Developer Tools
Single exec tool running caller Python in a network-isolated locked-down sandbox.
AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.
MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback
Validate compact backend specs and generate tested NestJS, Prisma, and PostgreSQL repositories.
Capability-gated Gerrit code review tools with opt-in review notifications pushed into the session
GLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.
Local-first MCP handoff for Jetpack Compose UI feedback and source candidates.
Concurrent Builder + Breaker agents generate code and adversarial tests at once, gated in CI.
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.
Hash-anchored file edits for MCP clients. Rejects stale writes before they happen.
MCP server for IDA Pro: decompiler, disassembler, and analysis tools for MCP clients.
Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.
Install the ContinueWith AI handoff widget from coding agents (Cursor, Claude Code, Codex).
SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab, and GitHub providers
AI Agent 与 JetBrains IDE 的桥接工具：获取光标代码上下文、诊断运行报错、执行脚本、推送 Diff 修改供开发者审批。
Quality scoring and progressive gates for AI-generated API tests. Stripe/Twilio profiles. Free tier.
Live iOS Simulator and browser screenshots, logs, and a personal MCP hub for AI coding agents.
Debug microcontrollers via OpenOCD: flash, breakpoints, memory, registers and variables.
MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and review game security.
Generate complete, tested FastMCP 3.x MCP servers from one plain-English sentence.
Cut AI agent token costs 5-15x — routes only relevant code symbols instead of full files.
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visual review.
Scan any codebase, generate CONVENTIONS.md, expose conventions as MCP tools for AI agents.
MCP server for JavaScript reverse engineering and browser debugging.
MCP server for Adobe Commerce Cloud — REST API + SSH, no PHP CLI required
Log Claude Code work sessions, file edits, and tasks to your Cairn account.
Reports which of your code's API usages break when you upgrade a dependency (Python, .NET, Java).
Help AI agents find and evaluate mature packages across 6 ecosystems instead of reinventing them.
Safety-first Kaggle MCP — confirm-gated destructive ops, submission budget, injection-fenced.