Io.Github.Ref Tools/Ref Tools Mcp
Token efficient search for coding agents over public and private documentation.
airbnb-listing-price-and-location-finder
Search Airbnb by location and stay dates for listing price, rating, Superhost and verification status, GPS coordinates, and photos per property. Output fields: name, nightlyPrice, totalPrice, rating, reviewCount and more, as JSON rows. Use it for requests like "Airbnb price scraper", "short-term rental comps", "Airbnb listings by city", or a CSV/JSON export of public Airbnb data.
Korean Public Data
Korean government open data - weather, population, law search via data.go.kr
ThriveStack PLG CRM
ThriveStack PLG CRM analytics — query accounts, MAU/MTU, feature adoption, and PLG leads.
mycrab-mcp
Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom domains.
getdesign
Generate a grounded, production-grade `design.md` for any public URL using the coding agent's own tools. This skill is the portable twin of the hosted [getdesign.app](https://getdesign.app) agent â same 9-section output, no sandbox required.
Cut a Release â `claude-code-trace`
Turns "we should release this" into a tagged, pushed, pipeline-triggered, **publicly published** release with a curated CHANGELOG, in a way that survives the project's strict pre-commit hook chain and stays honest about what's actually shipping.
Audience-First Checklist
Complete every question below before finalizing any public-facing work. Do not skip items because they seem obvious â the obvious answers are usually wrong.
Public Official Asset Disclosure (공직자 재산공개)
Korean public official asset disclosure data (공직자 재산공개) - search and retrieve assets
Io.Github.Codeturion/Codesurface
Indexes your codebase's public API and serves it via compact MCP tool responses.
Bulletproof
Make software hold up against a real attacker â one that is now partly automated, reads your public code end-to-end, and moves in minutes. Built for solo developers and small teams, who get breached through a short list of boring mistakes, not exotic ones.
Mcp Ted
TED MCP Server: Real-time EU public tenders access. https://www.lexsocket.ai/
Azure Verified Modules (AVM) MCP Server
Discover and explore Azure Verified Modules from the Bicep Public Registry
Academic CV Builder
Format CVs for academic positions with publications, grants, and teaching
NIW Recommendation Letter Skill
Generates a complete, publication-ready NIW reference letter. One letter per recommender. Each letter is written entirely from the recommender's first-person perspective.
Nightly
One `nightly.yml` dispatch builds macOS, Windows and Linux ARM64/x86_64 by default (`platform=all`) from one SHA and UTC stamp. `platform=macos`, `platform=windows` or `platform=linux` selects one platform family. Legacy `platform=both` retains macOS+Windows only. One rolling public `nightly` prerel
Mcp Registry
Search the public MCP Registry; discover servers and copy SSE URLs.
AI-native open-source finite-element platform connecting engineering, computation, data, and AI.
Use the versioned AgentFEM skill to guide an AI assistant through model setup, execution and result inspection using public interfaces.
kurtosis-ethereum
Run Ethereum multi-client devnets using Kurtosis and the ethpandaops/ethereum-package. Use for spinning up local devnets, syncing public testnets, validating cross-client interop, testing fork transitions, shadowforks, running assertoor checks, debugging CL/EL client interactions, or verifying new feature implementations across multiple consensus and execution clients.
freehire-search
Use this skill to search live software / tech / data / engineering job listings across many countries and markets (and remote) via the freehire.me aggregator's public API, or to look up a specific posting. It aggregates roles from ~50 ATS platforms into one schema, so a single skill covers many markets - but its faceted filtering (skills, category, seniority) is tuned tech-first, so scope triggers to technical roles. Trigger phrases: find a tech job, software job search, developer jobs, engineering vacancies, data/ML jobs, DevOps roles, remote developer jobs, "are there any <tech role> jobs in <place>", look up this freehire job posting.
Io.Github.Digilac/Simap Mcp
MCP server for SIMAP.ch - Swiss public procurement platform
Atlas: a post from public data in your vertical
Why this exists. The two best posts of the plugin's first real account needed nothing from the user's own week: one was an observation about Google Scholar's recommendation feed with a screenshot, the other a comparison with a famous institution's name in the first line. A creator in mining with und
Academic Paper Skill
Generate publication-ready academic research papers as professionally formatted PDFs. This skill covers the full pipeline: gathering inputs â writing/rewriting â figure creation â PDF formatting with reportlab â submission preparation for SSRN/arXiv.
api-reviewer
Guidelines for reviewing API design in the Hex1b codebase. Use when evaluating public APIs, reviewing accessibility modifiers, or assessing whether new APIs follow project conventions.
PyMOL Visualization Skill
Generate publication-quality molecular structure images using PyMOL.
docmancer
Search and manage documentation knowledge bases using docmancer CLI. Use when the user asks about third-party library docs, API references, vendor documentation, version-specific API behavior, GitBook or Mintlify public docs, offline or local doc search, or wants to ingest a doc URL before answering a question.
tdm-agentpay
Handle the current public TDM payment contract and recovery guidance. Use when a TDM service returns HTTP 402 from POST /authorize, when the user needs help with Session Gas Tank behavior, or when the user should be guided toward tdm connect, tdm fuel, tdm sweep, or tdm cashout.
ai-party-mixer-runbook
Write operator-facing and public documentation plans for AI-Controlled Party mixer/Soundcraft Ui24R scene arming. Use for runbooks, rehearsal checklists, show-day checklists, EN/PT docs updates, demo scripts, safety wording, and follow-up documentation revisions.
Acta Mcp
Contribute, challenge, verify, and query contestable public records on Veritas Acta.
OCDS German Procurement Search
Search and match German public procurement tenders (OCDS) from your local LLM.
searchcode
Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.
oracle-apex-export
Use to guide or execute Oracle APEX 24.2 export/snapshot work with SQLcl, distinguishing official snapshots, temporary read-only exports, App Builder fallback, and Git publication according to the project profile.
Io.Github.Antonpogrebenko Public/Rftools
200 RF & electronics calculators + 13 simulation tools for AI agents.
Agentlookup Mcp
Search, discover, and register AI agents in the public registry at agentlookup.dev.
site-tools
Use the public toolbox scripts published from docs/tools via tool-runner.js. Covers listing tools, executing them safely with droid exec context, and required environment variables.
sampo-changeset
Create or update changesets to describe public API changes, and trigger changelog generation and release planning.
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
taste-engine
Automatically routes visual UI work to a user-chosen aesthetic and applies SEO readiness to public-facing websites. Use whenever a user asks to build, create, design, or redesign a website, portfolio, landing page, dashboard, web app, mobile app, UI/UX screen, frontend, or component, or add/refine micro-interactions or full-screen hero sections (including Indonesian prompts such as "build a portfolio website"). Before writing UI code, ask ONE style question and stop if no visual style or approved project design system is specified. If the prompt already names an aesthetic such as claymorphism, frutiger-aero, brutalism, neo-brutalism, minimalism, bento, retro-pixel, art-deco, y2k-futurism, or editorial, load its bundled style pack immediately and proceed WITHOUT asking again. Preserve established styles for minor fixes; for SEO-only tasks, load the SEO module without a visual style question; skip unrelated non-visual work.
Openalex Mcp Server
Access the OpenAlex academic research catalog - 270M+ publications via MCP. STDIO & HTTP.
BotSkills â the public skill registry
**https://skills.catbee.ca** is a registry of ready-made skills: instruction markdown plus every helper script, packaged as a ZIP, free to browse and download anonymously. This folder's starter set is deliberately small; when you need something it doesn't cover, search BotSkills before writing a ski
Release body
This skill is the writing surface for cutting a release. It produces the **public-facing GitHub release body**: short, curated, scannable. The thing your users see on `github.com/<org>/<repo>/releases` and (if you've wired it) what an update command prints after upgrade.
benchmark-context
Automatically benchmark your custom memory implementation against established systems like Supermemory. Set up a public benchmark, or create your own. Compare solutions against quality, latency, features and cost, easily, with a simple UI and CLI.
launch-audit
Check whether a GitHub repo is ready to be launched â blockers a visitor would hit, risks that grow with visibility (unofficial APIs, copyright, privacy, capacity), and a 0â100 readiness score from a public rubric â then list the fixes that matter most. Use when the user asks "is my repo ready to launch", wants a README/repo review before promoting it, or says åå¸åæ£æ¥ / ä½æ£ / 帮æççä»åºåªéä¸è¡.
Agentstamp
Identity certificates, public registry, and wishing well for AI agents — x402 micropayments on Base
espn-api
Query ESPN's public API for live scores, standings, rosters, player stats, odds, play-by-play, injuries, transactions, news, and more across 17 sports and 139 leagues. Use when the user needs sports data from ESPN, wants to build a sports app, fetch scores or schedules, look up player or team stats, get betting odds, or pull any structured sports data. Triggers on mentions of ESPN, sports scores, standings, box scores, player stats, game data, or league data.
cvfit
Use when someone points at a job, hackathon, fellowship or program application and wants a resume for it. Triggers: a posting URL, a screenshot of a posting, pasted posting text, a company plus role name, or phrasings like 'adapt my CV to this', 'tailor my resume for this role', 'Harvard format resume', 'make a CV for this application', 'one-page resume'. The skill reads the posting, assembles the person's material from whatever exists (the conversation, an Obsidian vault, markdown notes, an old resume, public repos), decides the right shape for that person and that posting, renders a one-page Harvard-format PDF, and evaluates it against a rubric until it passes or the gap is explained. Don't use for cover letters, LinkedIn profiles or portfolio sites.
add-binding-feature
Add or change a public NeMo Relay API surface across the core runtime and every affected binding
hypokrates
Pharmacovigilance hypothesis generation from 15 public drug safety databases
evals-context
Provides context about the Roo Code evals system structure in this monorepo. Use when tasks mention "evals", "evaluation", "eval runs", "eval exercises", or working with the evals infrastructure. Helps distinguish between the evals execution system (packages/evals, apps/web-evals) and the public website evals display page (apps/web-roo-code/src/app/evals).
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagram support. Built by AutEng.ai