app.nanonets.com/#/keys
- Pass via `api_key` parameter or `NANONETS_API_KEY` env var
## MCPServer Integration
The repository includes an MCPserver for Claude Desktop integration (local development only):
### Setup
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person auth belongs in a gateway such as OAuth2 Proxy.
- `aktools/mcp_server.py` — MCPserver, a required dependency pinned `mcp>=2.3,<3` (the v2 SDK, `MCPServer`, not v1's `FastMCP`; majors
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commit hooks)
pre-commit run --all-files
```
### Frontend (React/TypeScript)
```bash
cd frontend
# Start development server (proxies to Django on :8000)
yarn start
# Run unit tests (Vitest) - watches by default
yarn
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/code) when working with code in this repository.
## Project Overview
A Model Context Protocol (MCP) server providing DuckDuckGo web search and webpage content fetching. Built with Python on the MCP
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edge unit. Exposes the `agentconnect-daemon` bin (`run`, `chat`, `agent list`, plus hidden `mcp-bridge`/`git-credential`/`secrets` helpers). |
| `@agentconnect.md/control-plane` | Fastify + Prisma (Postgres) | One Fastify process co-hosts
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gallery, the `@animateicons/react` npm package, the shadcn registry, the `animateicons` CLI and the `@animateicons/mcp` server.
## Layout
- `icons/lucide/`, `icons/huge/`: one ` -icon.tsx` per icon, plus generated `index.ts` and `meta.ts`.
- `data/lucide-icons.json`, `data/huge-icons.json
No other project uses it yet
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cluster with Kata Containers
./scripts/deploy-remote-infrastructure.sh
# Deploy ECS backend service
./scripts/deploy-backend-ecs.sh
# Infrastructure cleanup
./scripts/cleanup-infrastructure.sh
```
### MCPServer Development
- Implement MCP protocol for external tool integration
- Tool name transformation for AI SDK compatibility
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simulations
cli.py Thin HTTP client for a running backend (argparse + urllib only)
mcp_server.py stdio MCPserver exposing graph queries to Claude Desktop / Cursor
openapi.yaml Source of truth for the HTTP
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imported:
- **Anthropic / Claude account login**: not migrated. The creator signs into Vellum independently.
- **Connected MCPservers and integrations**: reconnect through Vellum's MCP setup and OAuth connect flows. Any tokens
Steady4 mentions in 2 weeks
No other project uses it yet
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agents). It never grants permissions.
- Connectors in two layers: the organization connects an MCPserver once; each agent gets a subset of its scopes.
- Sensitive actions (merge, deploy, rollback) become
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Audio & TTS**
- `/app/api/v1/endpoints/audio.py` and `/app/core/TTS/` for STT/TTS and streaming
- **MCP Unified**
- `/app/core/MCP_unified/` production-ready MCPserver + endpoints
## Development Guidelines
### Code Style
- Follow PEP 8 for Python code
- Use type hints
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validated self-evolution engine, communicates via Slack/Web Chat/Telegram/Email/Webhook, and exposes all capabilities as an MCPserver. 30,000+ lines of TypeScript, 1,819 tests, v0.20.2. Apache 2.0, repo at ghostwright/phantom
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validate:templates
```
MCP pipeline details: [`scripts/mcp/docs/MCP_AI_ENHANCEMENT.md`](scripts/mcp/docs/MCP_AI_ENHANCEMENT.md). Agent skill: `/managing-mcp-index`.
### Site (in site/ directory)
```bash
pnpm install # Install deps (required first)
pnpm run dev # Dev server at localhost:4321
pnpm
No other project uses it yet
1.5k31d agoReviewMountCreate a free account to mount
Claude Code, with the plugins of plugins/
plugins/webperf/ Claude Code plugin with the MCPserver of the CLI (npx -y webperf-snippets@1 mcp)
scripts/ Generators, checks and their tests
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A file Claude Code reads at the start of every session. It holds the commands, conventions and warnings the agent needs for this project.
Where does it go?
At the repository root. Claude Code also reads CLAUDE.md files in subdirectories when it works there.
What should it contain?
Build and test commands, the project's layout, conventions that aren't obvious from the code, and mistakes to avoid. Short files tend to work better than long ones.
CLAUDE.md or AGENTS.md?
Claude Code reads CLAUDE.md; most other agents read AGENTS.md. Many projects keep one and point the other at it.