AI Services

Scans ML model files (PyTorch, joblib, NumPy, GGUF, TensorFlow…) and HF repos for supply-chain risks

Built-in evaluations for BanglaClaw: run datasets through the agent and score answers with Bangla-aware judge prompts

Cut MCP context and API cost in DeepSeek Harness with two model-facing tools, lazy discovery, and exact-schema calls

Agent-first OCR CLI and MCP server. Extract images, PDFs, and URLs with Gemini, Kimi, Muse, OpenRouter, or compatible APIs.

Turns a product idea into a repository an AI coding agent can build without drifting, and keeps it in step.

Spec-driven software development with security-guided multi-agent orchestration. Terminal AI coding agent with a Sensei second opinion, a Checker, six Sec-Test security personas, a Business Agent for xlsx/docx/pptx/pdf deliverables, and free-model support

Search, read and manage AI agent instruction blueprints (AGENTS.md, CLAUDE.md) on LynxPrompt

MCP server for Skulls planning templates

Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

Pure-ESM Node.js MCP server with automatic tool discovery, Streamable HTTP and stdio transports, TLS, Zod schemas, injectable context, bearer authentication, and generic OAuth2 support.

Persistent project context for Claude. IANA-registered .faf format.

The governed agent operating system that turns rough product ideas into approved requirements, specifications, delivery, and evidence-backed software.

Thirty-two guarded agent utilities and maintained-data lookups over USDC x402.

Read exams, gradebooks and item analysis; parse papers with AI and publish exams.

Local image-code knowledge library with native macOS and local Web clients, plus MCP and Skill for Pi, DeepSeek Harness (dsh), Claude, Codex, Cursor, and Wisp.

MCP: OpenRouter, Groq, Cerebras, Sail, Nous Research, QwenCloud, DeepInfra, Novita, SambaNova, Chutes, WaveSpeedAI, fal, Higgsfield, KIE, Crazyrouter, AkashML, io.net, ElevenLabs, Cartesia. Refuses to quote Sail prices. GitHub trending; Jev router.

Open-source, bring-your-own-key coding agent for the terminal. Built for cheap models: run all day on DeepSeek for a few dollars, or use OpenAI, OpenRouter, Groq, local Ollama and ~190 other OpenAI-compatible providers. Explicit permissions, no telemetry.

DeepSeek Harness 的三合一能力台：提示词定制（按名称屏蔽 / 替换 / 注入 / 排序，按会话阶段与 agent 预设分层）+ 技能集合管理（导入 / 分组 / 开关）+ MCP Server 接入（分层遮蔽与工具级启停）。纯插件注入，不动官方源码。

Scaffold Starter Series projects and check release, deployment, security, and agent instructions.