Run a focused research pass on the codebase before any planning or implementation. Use when starting a complex change to gather facts about the affected area without making code changes. Produces a research.md doc with file references, current patterns, data flows, types, and collision points.
Search Reddit and X discussions, read original posts, and inspect Reddit comments with source links. Use for community experience, reactions, recent social posts, or specific Reddit/X links.
A research workflow that follows discussions on X, formerly Twitter, from an account, post, or topic and summarizes the claims, replies, criticisms, and unresolved points with sources.
Web and X search via ZenRouter /v1/search using Tavily / Exa / Brave / Serper / SearXNG / Google PSE / Linkup / SearchAPI / You.com / Perplexity / Xquik. Use when the user wants to search the web, find articles, or search public X posts.
Usar cuando el usuario quiera consultar el catalogo de estaciones o extraer datos reales de la red de monitoreo de Chile (DGA, EMA de la DMC, EMA del INIA Agromet) via el MCP redmonitoreochile -- incluye como pedir el catalogo, el protocolo de extraccion de cada fuente, y las credenciales DMC cuando corresponda.
A Tokyo-area public-transport information server that combines open transport data, weather data, and optional flight data. It covers trains, buses, ferries, water buses, shared bicycles, airports, and some community services, with advice in Japanese, English, and Chinese.
Use Roop Public Legal MCP to ground Indian legal research in public judgments and statutes. Use when the user asks about Indian law, public judgments, public statutes, MCP setup for Roop, legal corpus grounding, citation-backed legal research, or authenticated handoff with ROOPPUBLICMCPAPIKEY.
Read the content of one or many public web pages through Lyrenth, as clean Markdown instead of raw HTML. Use when the user gives a URL to read, summarize, quote, compare or extract from, or when a link needs to be opened to answer a question.
Autonomous agentic MCP server for grants discovery, ranking, drafting, and public-goods funding. Searches Grants.gov and NSF, lists sponsorships and open-source funds, manages project profiles, and drafts grounded proposal outlines. Optimized for open-source AI and public goods. Use when the user needs funding…
Capture, search, and summarize shared market/customer intelligence in Vantage so the same intel is reusable across OpenClaw, Claude, ChatGPT, and other MCP clients. Use when the user asks to save signals (posts/articles/quotes), retrieve prior intel by topic/source/date, generate digests/briefings, or build a…
Overtone intelligence toolkit. Retrieves contextually analyzed news AND answers emotional/narrative questions across coverage: tone distribution, anger/sadness/fear spike alerts for a topic (pollable), emerging under-reported concepts, topics whose dominant tone is shifting fastest, and hourly/daily tone timeseries…
Ground answers to Jewish religious questions (halacha, Talmud, Tanakh, responsa, hassidout, mussar, séfarade sources) in primary texts actually read, never in memory. Verification via the Sefaria API; hebrewbooks.org links given for the user's own reading. Trigger automatically whenever the user asks a religious/Torah…
Research topics across YouTube videos efficiently using Scribefy's MCP tools — search for candidates, vet them with free metadata before spending credits, extract transcripts selectively, and synthesize timestamped answers. Use when researching a topic on YouTube, summarizing or comparing videos, pulling quotes or…
Use when users query posts, videos, profiles, comments, trends, products, reviews, or similar data from Threads, Instagram, TikTok, LinkedIn, YouTube, Reddit, Telegram, X/Twitter, Amazon, or other external platforms. Prefer VOC OpenAPI MCP tools before opening a browser.
Use DeltaSignal ATLAS-7 for SEC-grounded issuer intelligence on crypto public companies, including composite MCP presets, readiness, covenant stress, top-stressed issuers, peer ranking, alpha signals, fundamentals, compact daily SEC monitoring, paginated evidence drilldowns, and Azure-native audit status over the free…
Navigate videos an agent cannot ingest directly - turn any clip into timestamped visual and audio-activity maps, inspect the evidence, zoom into ranges, and cite exact timecodes. Use when asked what happens in a video or screen recording, to find the moment something changes, appears, or produces unusual audio…
Use ScholarFetch when the task is academic discovery, citation expansion, corpus building, or literature-grounded synthesis.
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originalApache-2.0
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: