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mcp
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llm-ai
6.1K

auto-review-loop-llm

Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".

wanshuiyin
wanshuiyin
data-ai
open
llm-ai
6.1K

auto-review-loop-llm

Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".

wanshuiyin
wanshuiyin
data-ai
open
academic
6.1K

auto-review-loop-minimax

Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".

wanshuiyin
wanshuiyin
research
open
academic
6.1K

research-review

Get a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.

wanshuiyin
wanshuiyin
research
open
academic
6.1K

auto-review-loop-minimax

Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".

wanshuiyin
wanshuiyin
research
open
academic
6.1K

auto-paper-improvement-loop

Autonomously improve a generated paper via Claude review through claude-review MCP → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.

wanshuiyin
wanshuiyin
research
open
academic
6.1K

research-review

Get a deep critical review of research from Claude via claude-review MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.

wanshuiyin
wanshuiyin
research
open
academic
6.1K

research-review

Get a deep critical review of research from Gemini via gemini-review MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.

wanshuiyin
wanshuiyin
research
open
lab-tools
6.1K

result-to-claim

Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running ablations.

wanshuiyin
wanshuiyin
research
open
code-quality
6.1K

auto-review-loop

Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.

wanshuiyin
wanshuiyin
testing-security
open
code-quality
6.1K

auto-review-loop

Autonomous multi-round research review loop. Repeatedly reviews using Claude Code via claude-review MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.

wanshuiyin
wanshuiyin
testing-security
open
automation-tools
6.1K

auto-paper-improvement-loop

Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.

wanshuiyin
wanshuiyin
tools
open
automation-tools
6.1K

auto-review-loop

Autonomous multi-round research review loop. Repeatedly reviews using Gemini via gemini-review MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.

wanshuiyin
wanshuiyin
tools
open
system-admin
6K

mcp-activation

Enables live interaction with the NetAlertX runtime. This skill configures the Model Context Protocol (MCP) connection, granting full API access for debugging, troubleshooting, and real-time operations including database queries, network scans, and device management.

netalertx
netalertx
tools
open
system-admin
6K

mcp-activation

Enables live interaction with the NetAlertX runtime. This skill configures the Model Context Protocol (MCP) connection, granting full API access for debugging, troubleshooting, and real-time operations including database queries, network scans, and device management.

netalertx
netalertx
tools
open
cloud
6K

sdk-migration

Migration logic for Azure SDK for .NET libraries migrating from AutoRest/Swagger to TypeSpec-based generation. Uses MCP tools from the generator-agent server for automated deterministic fixes.

Azure
Azure
devops
open
git-workflows
5.8K

developing-genkit-tooling

Best practices for authoring Genkit tooling, including CLI commands and MCP server tools. Covers naming conventions, architectural patterns, and consistency guidelines.

genkit-ai
genkit-ai
devops
open
backend
5.7K

orval

Generate type-safe API clients, TanStack Query/SWR hooks, Zod schemas, MSW mocks, Hono server handlers, MCP servers, and SolidStart actions from OpenAPI specs using Orval. Covers all clients (React/Vue/Svelte/Solid/Angular Query, Fetch, Axios), custom HTTP mutators, authentication patterns, NDJSON streaming, programmatic API, and advanced configuration.

orval-labs
orval-labs
development
open
system-admin
5.3K

mcporter

Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.

clawdbot
clawdbot
tools
open
productivity-tools
5.3K

brightdata

Progressive URL scraping with four-tier fallback - WebFetch, Curl, Browser Automation, Bright Data MCP. USE WHEN scrape URL, fetch URL, web scraping, bot detection, can't access site.

danielmiessler
danielmiessler
tools
open
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