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protoprimer
Escape the fragile mess of pre-venv shell scripts with a pure Python bootstrap wrapper: 🚀 ⏩ single-touch, zero-args, self-contained, no-deps, cross-platform, testable init logic using standard tools to run apps in a custom environment isolated per repository
...morepdf-autofillr
PDF form-filling ecosystem: chatbot, doc-upload, mapper and RAG — install any combination
slipcover
Near Zero-Overhead Python Code Coverage
awx-tui
Terminal User Interface for AWX - Rage Tater Edition
codemaster-cli
codeMaster Contributors
CLI coding assistant with local LLM support via Ollama
pawbench
4-dimensional LLM inference benchmark — multi-turn, multi-agent, parallel dispatch with tool calling
baseten-openai-harmony
OpenAI's response format for its open-weight model series gpt-oss
ascript-mcp
AScript MCP Service - 为大模型提供 ascript 自动化库 API 文档与设备交互服务
blackwall-llm-shield-python
Security middleware for Python LLM apps and services. Blocks prompt injection, masks PII, inspects outputs, and gates agent tools.
...morekalibr
Outcome-aware LLM routing for production AI agents. Routes between models, tools, and parameters based on real success signals using Thompson Sampling. Automatic fallback, cost optimization, and continuous learning — no redeploy required.
...moreploidy
heznpc
Cross-session multi-agent debate MCP server. Same model, different context depths, better decisions.
mcparmory-codacy-api
MCP server for Codacy API
forcefield
Lightweight AI security scanner -- detect prompt injection, PII leaks, and LLM attacks in 3 lines of Python.
signalswarm-mcp
SignalSwarm
MCP server for the SignalSwarm AI trading signal platform
dagster-openai
An OpenAI client resource for interacting with OpenAI API.
mcp-probe
Satish Patil
MCP server security scanner — find plaintext secrets, injection vulnerabilities, and missing auth in your MCP configurations
...moremcp-vm-blackbox
MCP server for controlling VirtualBox VMs — screenshots, keyboard input, PowerShell, vagrant, WinRM, podman, and CI build pipelines
...morebelgie-mcp
Matt LeMay
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pplx-python-sdks-llm-api
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furniture-designer-mcp
MCP Server for professional furniture design — structural validation, cut optimization, BOM generation, and ergonomic standards.
...more