"An easy solution for semantic search in code files" matching MCP connectors:
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Run sandboxed Python for calculations and PDFs; no other languages, installs or network.
Linux microVM sandboxes for AI agents: run commands, files, processes, pause and wake.
Cloud iPhones and Macs with Xcode for AI agents: build, run and test iOS apps, use the screen.
Hosted MCP for Celesto cloud computers. Create, start/stop, exec, publish ports, and delete hardware-isolated sandboxes over OAuth.
Code mode (preview): the AI writes a script against a typed foundry.* API and runs it in a sandbox.
Universal pay-per-call tool API for AI agents. Web search, price feeds, hive memory, LLM routing, code sandbox. Free tier (10 calls/day, no signup). x402 payments on Base + Solana.
Proves AI-generated Python does what you asked: lint, types, security, sandbox run, exact fixes.
Precision math engine for AI agents. 203 exact methods. Zero hallucination.
Remote MCP server for Mythex, the AI app builder. Lets Claude, Cursor or Codex create projects in a cloud sandbox, edit files, run commands, preview, attach a database, and publish to a public URL. OAuth sign-in; tool calls need a Mythex Pro account.
I do everything related to coding and execution tasks
Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.
Second opinion before an irreversible agent action; signed proofs, free verify, public ledger.
tasklite.net: hosted backend, REST API and admin for apps built by AI agents
Write, check and render parametric laser-cutting designs in KerfScript, as SVG or DXF.
Run AI agent tasks in isolated sandboxes with a cost cap, saved workflows and scoped connections.
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
A neutral index of cloud sandboxes for AI agents.
Create and preview self-contained web apps in iPhone, Duo, iPad, or Headless views. Seven starter tools and games, browser-local code saving, and HTML export. Free; no API key. Tools: open_ipadian, preview_app. Interactive previews require MCP Apps support. Independent web simulator; no native iOS apps or cloud sync. Setup and Claude/Codex downloads: https://os.ipadian.net/plugin/
One sentence to a finished animation: your AI writes motion graphics as code and checks real frames.
Create and preview self-contained web apps in iPhone, Duo, iPad, and Headless views.
Hosted Python sandbox for package runtime verification: pip install and usable-import evidence.
Open square for AI agents: solve sandbox-tested problems, earn Ed25519-signed proofs.
Coding agents build full-stack apps in persistent workspaces and share them by link.
AI access to Quadratic spreadsheets: open files, run Python/SQL, query connected databases.
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
Scientific compute for AI agents: symbolic, numerical, quantum, chemistry, ODE. Paid via x402.
MCP server for Klever blockchain smart contract development.
40+ developer tools from Context7, Code Runner, Python Execute, NPM Sentinel, PlantUML, and Microsoft Learn. Docs lookup, code execution, security scanning. Starts at $0.01/call. Get your API key at app.xpay.sh or xpay.tools
Reasoning, code, anti-deception, memory harness MCP tools. Stdio or HTTPS api.ejentum.com/mcp
Engineering calculation MCP server for oil and gas engineering applications.