ICIP/LiveMCPBench huggingface dataset:
Task: Generate a well-formatted PDF report titled wechat_reading_report.pdf in /root/pdf, summarizing current WeChat Reading trends and including a word cloud.
Category: Office
Expected answer: file /root/pdf/wechat_reading_report.pdf
Steps:
1. Getting the current trends in WeChat Reading, focusing on popular novels, best-selling books, new releases, and various literary genres. 
2. Generate a word cloud chart to visualize the most frequently mentioned words or themes in the top-ranked books.
3. Create a word document.
4. Write the word document.
5. Convert  word document to pdf.
Tools used:
1. get-weread-rank
2. generate_word_cloud_chart
3. create_document
4. add_paragraph
5. add_picture
6. convert_to_pdf
Task: Please perform a comprehensive analysis of the audio file located at /root/music/mixkit-retro-game-emergency-alarm-1000.wav. The analysis should include beat tracking, MFCC extraction, and chroma CQT calculation. Upon completion, please provide the resulting data along with a brief summary of the findings.
Category: Leisure
Steps:
1. Load the audio file
2. Compute the beat track of the audio to understand its rhythmic structure. 
3. Extract the Mel-Frequency Cepstral Coefficients (MFCCs) from the audio to analyze its spectral content.
4. Compute the Chroma Constant-Q Transform (CQT) to analyze the chromatic content of the audio. 
5. Write a summary document outlining the key findings and insights from the analysis.

Tools used:
1. load
2. beat_track
3. mfcc
4. chroma_cqt
Task: I'm planning a trip to the Forbidden City in Beijing, show me where to park and what's interesting to do within 1km distance?
Category: Travel
Steps:
1. convert the address of Location into precise geographic coordinates.
2. find parking facilities within a 1-kilometer radius of Location, filtering for both surface and multi-storey parking options, and provide details such as capacity, fee structure, and access restrictions. 
3. discover nearby points of interest and amenities within the same radius, focusing on categories such as restaurants, shops, and tourist attractions.
4. convert the coordinates of each identified parking facility and point of interest back into human-readable addresses to facilitate easy navigation and planning. 
Tools used:
1. geocode_address
2. find_parking_facilities
3. find_nearby_places
4. reverse_geocode
Task: My goal is to reach Radiant in Valorant, what should I focus on to improve and start climbing?
Category: Leisure
Steps:
1. Retrieve character statistics data for Valorant
2. Generate an enhancement program

Tools used:
1. valorant-characters-statistics
Task: There are three of us. One person is in Haidian Huangzhuang, another is at Chaoyang Joy City, and the third is at Shijingshan Hospital. Could you please recommend a fair meeting point for us, and then suggest some places for entertainment nearby?
Category: Travel
Steps:
1. Convert all address or place name to geographic coordinates
2. Find the optimal meeting place for multiple people coming from different locations
3. Discover place of entertainment near the optimal meeting place
4. Convert geographic coordinates to a detailed address and location description
Tools used:
1. geocode_address
2. suggest_meeting_point
3. find_nearby_places
4. reverse_geocode
Task: Show me today's trending topics in the gaming world across all platforms.
Category: Leisure
Steps:
1. find the information in different website
Tools used:
1. get-bilibili-rank
2. get-gcores-new
3. get-weibo-trending
4. get-douyin-trending
Task: Please help me find the latest articles about 'MCP' on arXiv. Identify the potentially most influential papers among them and analyze the current trends in this field.
Category: Lifestyle
Steps:
1. Search for papers on arXiv and find some may important papers
2. Get abstract of  these papers and identify the potentially most influential paper
3. Analyze the current trends in this field
Tools used:
1. search_papers
2. get_paper_data
Task: Run a full reconnaissance on www.baidu.com. Give me a markdown report on /root/markdown/baidu_report.md with whois information and sitemap.
Category: Office
Expected answer: file /root/markdown/baidu_report.md
Steps:
1. Looksup whois information about the domain
2. Fetch and parse the sitemap tree from the website URL
3. Create and write a markdown report on /root/markdown/baidu_report.md
Tools used:
1. whois_domain
2. get_sitemap_tree
3. write_file
Task: I'm driving an EV with a 300km range from Beijing to Chengdu. Can you map out a route with all the charging stations I'll need?
Category: Travel
Steps:
1. Convert all place names to geographic coordinates
2. Calculate detailed route directions between two geographic points
3. Find electric vehicle charging stations acctording to EV range 
4. Convert geographic coordinates to a detailed address and location description
Tools used:
1. geocode_address
2. get_route_directions
3. find_ev_charging_stations
4. reverse_geocode
Task: Analyze Apple's stock for the past year and summarize it in a PPT in /root/ppt/apple.pptx.
Category: Finance
Expected answer: file /root/ppt/apple.pptx
Steps:
1. get information for the company
2. create a ppt
Tools used:
1. get_historical_stock_prices
2. get_news
3. get_recommendations
4. create_presentation
5. save_presentation
Task: Generate a research summary for NCT04280705 and save it as Markdown to /root/markdown/NCT04280705.md.
Category: Office
Expected answer: file /root/markdown/NCT04280705.md
Steps:
1. Retrieves publications and other references associated with a single clinical trial identified by its NCT ID
2. Generate a markdown report
3. Write it to the path
Tools used:
1. trial_references
2. write_file
Task: Help me check the high-speed train tickets from Beijing to Shanghai on next Wednesday.
Category: Travel
Steps:
1. Get current time and calculate next Wednesday's date
2. Query the station_code of a city by its Chinese name
3. Check 12306 remaining ticket information.
Tools used:
1. get_current_time
2. get-station-code-of-citys
3. get-tickets
Task: What are the 八字 of a boy born on August 8, 2008 at 11:00 am?
Category: Leisure
Steps:
1. Get information about 八字 based on time and gender.
Tools used:
1. getBaziDetail
Task: Find today's LeetCode Daily Challenge and generate a detailed markdown document in /root/markdown/leetcode_daily.md that provides a comprehensive walkthrough of the problem. 
Category: Lifestyle
Expected answer: file /root/markdown/leetcode_daily.md
Steps:
1. get leetcode daily challenge
2. generate a comprehensive walkthrough of the problem
3. write it to the path
Tools used:
1. get-daily-challenge
2. write_file
Task: Help me write a quick start tutorial for Ant Design in markdown at /root/markdown/antd_tutorial.md.
Category: Office
Steps:
1. list all the components in Ant Design.
2. chose the proper components to introduce to the beginer.
3. get the detailed information for these compoents.
4. generate a quick start tutorial
5. write it to the path
Tools used:
1. list-components
2. list-component-examples
3. get-component-docs
4. write_file
Task: Read the sales data under /root/excel/Local_Electronic_Sales.xlsx, plot it as a bar chart by month and save it in /root/figs/sale.png
Category: Office
Expected answer: file /root/figs/sale.png
Steps:
1. read the excel file to get the data
2. draw the bar chart
Tools used:
1. excel_read_sheet
2. generate_bar_chart
Task: Find the trending GitHub repositories. For the top one, read its Deepwiki. Then, draft a Markdown intro document for it in /root/markdown/github_trends.md.
Category: Office
Expected answer: file /root/markdown/github_trends.md
Steps:
1. find the trending repositories
2. read the deepwiki of the top repository
3. draft a Markdown intro
4. write it to the path
Tools used:
1. get_github_trending_repositories
2. deepwiki_fetch
3. write_file
Task: Draw a flowchart of a fast sorting algorithm using Mermaid.
Category: Office
Steps:
1. write the flowchart of a fast sorting algorithm using Mermaid
2. validates the Mermaid diagram and returns the rendered SVG if valid
Tools used:
1. validateMermaid
Task: Generate a deep report of bitcoin and save it in /root/markdown/bitcoin.md
Category: Finance
Expected answer: file /root/markdown/bitcoin.md
Steps:
1. deep research the bitcoin
2. write the report to path
Tools used:
1. research-with-keywords
2. write_file
Task: Help me find Mr. Lu Yaojie's resume in the Chinese Information Processing Laboratory of the Institute of Software and save it to /root/markdown/cv.md.
Category: Lifestyle
Expected answer: file /root/markdown/cv.md.
Steps:
1. fetch the https://www.icip.org.cn/zh/zh_team/ to get the member information
2. fetch the resume of Lu Yaojie in https://luyaojie.github.io/
3. save it to /root/markdown/cv.md
Tools used:
1. fetch
2. write_file
Task: Find today's top LLM-related news.
Category: Lifestyle
Steps:
1. get related news related to LLM
Tools used:
1. getStories
2. get-36kr-trending
3. get-bbc-news
4. get-theverge-news
Task: Help me recommend any cheap goodies worth buying recently? Save this information to /root/excel/goods.xlsx.
Category: Shopping
Expected answer: edit /root/excel/goods.xlsx
Steps:
1. get the information for cheap goodies
2. write these information to excel in /root/excel/goods.xlsx
Tools used:
1. get-smzdm-rank
2. excel_write_to_sheet
Task: Get deepwiki for vercel/ai and convert its structure to mindmap
Category: Office
Steps:
1. get the deepwiki of vercel/ai 
2. create the mindmap of the deepwiki
Tools used:
1. deepwiki_fetch
2. convert_markdown_to_mindmap
Task: draw cowboy using canvas 
Category: Leisure
Steps:
1. create the canvas
2. drawing
3. get picture
Tools used:
1. drawing_generateCanvas
2. drawing_fillRectangle
3. drawing_getCanvasPng
Task: Help me make a STEINS;GATE introduction PPT and help me save it to /root/ppt/STEINS_GATE.pptx.
Category: Office
Steps:
1. Find materials related to making PPT
2. make a ppt and save it to the path
Tools used:
1. ddg-search
2. create_presentation
3. add_slide
4. save_presentation
Task: Read the data under /root/excel/people_data.xlsx and tell me Sophia Moore's bmi.
Category: Lifestyle
Expected answer: 20.76
Steps:
1. read the excel
2. caculate the bmi
Tools used:
1. excel_read_sheet
2. calculate
Task: Introduce me to the article on arxiv 2203.12277
Category: Office
Steps:
1. get detailed information about the paper
2. fetch the full text of the paper
3. write a introduction
Tools used:
1. get_paper_data
2. fetch
Task: What are the emerging treatment strategies for head and neck cancer, write the report to /root/markdown/cancer.md?
Category: Office
Expected answer: file /root/markdown/cancer.md
Steps:
1. gather the information
2. generate it a report
3. write it to path
Tools used:
1. article_searcher
2. trial_searcher
3. variant_searcher
4. write_file
Task: Extract the key points of this TED talk in https://www.youtube.com/watch?v=arj7oStGLkU, organize them into a mind map, and tell me what the main content of the lecture is.
Category: Lifestyle
Steps:
1. extract transcript from the YouTube video URL
2. write a markdown mindmap 
3. conver markdown mindmap to real mindmap
4. summary the main content of the lecture
Tools used:
1. get_transcript
2. convert_markdown_to_mindmap
Task: Make a web page about the history of AI based on Wikipedia saved at /root/html/ai.html.
Category: Lifestyle
Expected answer: file /root/html/ai.html
Steps:
1. Summarize the history of artificial intelligence based on Wikipedia.
2. Generate a web page about the history of artificial intelligence
3. Save it to path
Tools used:
1. summarize_article_for_query
2. write_file
Task: Help me arrange a three-day trip from Beijing to Tianjin tomorrow, round-trip by rail, give me a detailed timetable and include an approximate total budget.
Category: Travel
Steps:
1. get current data
2. check the 12306 ticks
3. arrange the trip and find the nearby places
4. generate the report with timetable and budget
Tools used:
1. get-current-date
2. get-station-code-of-citys
3. get-tickets
4. geocode_address
5. find_nearby_places
6. get_route_directions
7. reverse_geocode
Task: Analyze the last 24h of BTC and remind me if there is anything I need to pay special attention to
Category: Finance
Steps:
1. Get the current time
2. Get current price and 24h stats for a cryptocurrency
3. Get detailed market analysis including top exchanges and volume distribution
4. Generate a report
Tools used:
1. get_current_time
2. get-crypto-price
3. get-market-analysis
Task: There are three people eating in the house this week, I'm allergic to shrimp and my son doesn't eat scallions, so please help me recommend a meal plan and a rough shopping list for next week.
Category: Shopping
Steps:
1. recommend recipes based on the user's contraindications, allergens, and number of people, create a meal plan for the week and a rough shopping list
Tools used:
1. mcp_howtocook_recommendMeals
Task: Recommend me a combination of dishes for a potluck dinner for three people and then tell me what ingredients I need to prepare in total and how each dish should be prepared
Category: Shopping
Steps:
1. Recommend a combination of dishes
2. Get the detailed information about all dishes
3. Write a report
Tools used:
1. mcp_howtocook_whatToEat
2. mcp_howtocook_getRecipeById
Task: Help me find homestays in Paris, France, I want to stay tomorrow, about 3 days, one adult.
Category: Travel
Steps:
1. get the current time
2. find the homestays in airbnb
3. recommendations for suitable homestays
Tools used:
1. get_current_time
2. airbnb_search
Task: I play mid lane in League of Legends and want to improve. Provide champion recommendations with optimal item builds, runes, and summoner spells.
Category: Leisure
Steps:
1. get the the analytics of champions by positions and chose some
2. retrieves very detailed information about specific champions
Tools used:
1. lol-champion-positions-data
2. lol-champion-analysis
Task: find the painting "Corridor in the Asylum" and give me some background information,
Category: Leisure
Steps:
1. Realizes that "Corridor in the Asylum" is located in the Metropolitan Museum of Art Collection
2. Search for objects in the Metropolitan Museum of Art
3. Get the detailed information
Tools used:
1. search-museum-objects
2. get-museum-object
Task: Find the latest standard iphone prices at amazon.
Category: Shopping
Steps:
1. navigate to the website through broswer
2. fill the search box
3. click the search button
4. find the price 
Tools used:
1. playwright_navigate
2. playwright_screenshot
3. playwright_get_visible_html
4. playwright_fill
5. playwright_click
Task: Read the paper in /root/pdf/WebArena.pdf, and find the latest papers in this area
Category: Office
Steps:
1. read the paper in path and identify the field
2. search the arxiv to find the latest papers
Tools used:
1. document_reader
2. search_papers
Task: Read the paper webarena, mind2web and mind2web2, then create a Comparison Report in /root/markdown/compare_webagent.md
Category: Office
Expected answer: file /root/markdown/compare_webagent.md
Steps:
1. get the paper id in arxiv
2. get the detailed information for these papers
3. write a Comparison Report in markdown
4. save it to the path
Tools used:
1. search_papers
2. get_paper_data
3. write_file
Task: Generate a presentation on the latest Apple product information. Save it to /root/ppt/apple_news.pptx.
Category: Office
Expected answer: file /root/ppt/apple_news.pptx
Steps:
1. get the latest Apple product information.
2. create the ppt according to the informatin
Tools used:
1. get-9to5mac-news
2. create_presentation
3. add_slide
4. save_presentation
Task: I need a daily financial brief. Fetch today's economic news, cross-reference it with relevant stock movements, and then generate a report at /root/markdown/daily_fin.md.
Category: Finance
Expected answer: file /root/markdown/daily_fin.md
Steps:
1. get the financial news from multiple sources
2. check stock prices
3. generate a daily financial brief
4. write it to /root/markdown/daily_fin.md
Tools used:
1. get-36kr-trending
2. get-netease-news-trending
3. get-nytimes-news
4. get_news
5. get_current_stock_price
6. write_file
Task: I have 9.5g gold, please estimate its value based on the current price of gold
Category: Finance
Steps:
1. get the current gold price
2. calculate the price
Tools used:
1. get_asset_price
2. calculate
Task: What is the current effect text of 'Sky Striker Ace = Zero', and what are its ATK and DEF? Show me the picture.
Category: Leisure
Steps:
1. get the latest card information
2. get the picture of the card
Tools used:
1. search_cards
2. get_card_image
Task: Create a Next.js middleware that checks for a valid JWT in cookies and redirects unauthenticated users to `/login` in /root/code/middleware.ts. use context7
Category: Office
Expected answer: file /root/code/middleware.ts
Steps:
1. Resolves the package name to a Context7-compatible library ID
2. Fetches up-to-date documentation for a library using the library ID
3. create the middleware 
4. write it to /root/code/middleware.ts
Tools used:
1. resolve-library-id
2. get-library-docs
3. write_file
Task: Download New York's Air Quality report from Government Data, saved at /root/csv/NY_AIR_QUALITY.csv
Category: Office
Expected answer: file /root/csv/NY_AIR_QUALITY.csv
Steps:
1. Search for datasets on Data.gov
2. Get details for the specific dataset
3. Download the file use wget
Tools used:
1. package_search
2. package_show
3. execute_command
Task: Analyze the visual marketing strategy from the iPhone 16 page at https://www.apple.com/iphone-16/ and save the summary as a Markdown report to /root/markdown/iphone16_visual_strategy.md
Category: Office
Expected answer: file /root/markdown/iphone16_visual_strategy.md
Steps:
1. Fetches the URL and get the url list in the page
2. Extract and analyze images from web URLs. 
3. Generate a report
4. write it to path
Tools used:
1. fetch
2. extract_image_from_url
3. write_file
Task: Get line 10 of /root/txt/Android.txt, please note that this file is very large
Category: Office
Expected answer: 03-17 16:13:38.877  2227  2227 D TextView: mVisiblity.getValue is false
Steps:
1. locate the 10th line in the file
Tools used:
1. get_text_file_contents
Task:  I'm looking at a PR and need to know if these libs are outdated. com.fasterxml.jackson.core:jackson-databind:2.13.4, org.apache.poi:poi-ooxml:5.2.0, and com.google.guava:guava:30.1-jre. What are the latest versions for each?
Category: Office
Steps:
1. check the versions
Tools used:
1. get_maven_latest_version
Task: Analyze and compare echarts-for-react, react-chartjs-2, and Tremor. It's for a FinTech app, so my top priorities are a deep security scan of all dependencies and performance, especially bundle size. Give me a comparison table and a final recommendation in a markdown report in /root/markdown/package_compare.md.
Category: Office
Expected answer: file /root/markdown/package_compare.md
Steps:
1. prepare all information about these package
2. write a markdown report to compare them
3. save it to path
Tools used:
1. npmDeps
2. npmSize
3. npmCompare
4. write_file
Task: Read all the articles in the /root/pdf/embodied_ai_papers directory. Compare their similarities and differences, then write a report summarizing your analysis. Save the final report as a Markdown file at /root/markdown/embodied_ai_report.md.
Category: Office
Expected answer: file /root/markdown/embodied_ai_report.md
Steps:
1. list directory
2. read all pdf
3. write a summary report
4. save it to the path
Tools used:
1. list_directory
2. read_pdf
3. write_file
Task: I need a Word document summarizing NIO. Please title it 'NIO Company Overview' and include three headed sections: a brief introduction from Wikipedia, three major news updates from the last quarter as bullet points, and a list of their main vehicle models. Finally, save it in /root/word/nio.docx
Category: Office
Expected answer: file /root/word/nio.docx
Steps:
1. get the wikipedia about NIO
2. get news about NIO
3. create a word document
4. write the content to the word document
Tools used:
1. search_wikipedia
2. get-36kr-trending
3. create_document
4. add_paragraph
Task: How are Samsung Electronics and SK Hynix doing today? I need their current stock prices, the daily percentage change for each, and can you also calculate their current market capitalization?
Category: Finance
Steps:
1. get current time
2. get current stock prices for both
3. calculate the daily percentage change
4. get market capitalization
Tools used:
1. get_current_time
2. get_stock_ohlcv
3. get_stock_market_cap
4. calculate
Task: Tell me about the repository details in the /root/git directory
Category: Office
Steps:
1. check the status of the repository
2. check the log of git
3. tell the information
Tools used:
1. git_status
2. git_log
Task: I just pulled Jiyan and want to build a team around him as my main DPS. Can you recommend a good starter team for me? I need a sub-DPS/buffer and a healer/survivor. Also, what's his best Echo set and main Echo, and please explain why.
Category: Leisure
Steps:
1. get the information about Jiyan 
2. get the information about Echo set
3. write a report to explain
Tools used:
1. get_character_info
2. get_artifact_info
Task: I'm using shadcn/ui to build a 'create post' page. I have two input fields, one for the title and one for the content. I want the 'Publish' button at the bottom to be disabled if either the title or content is empty. It should only become clickable when both fields are filled. How can I achieve this? Please provide a complete React/TypeScript example using the Input and Button components from shadcn/ui and save the code to /root/code/shadcn_ui.ts
Category: Office
Expected answer: file /root/code/shadcn_ui.ts
Steps:
1. search for shadcn/ui components by keyword
2. get detailed information about a specific shadcn/ui component
3. write the code
4. save it to path
Tools used:
1. search_components
2. get_component_details
3. write_file
Task: Generate a well-formatted PDF report  in /root/pdf/douban_report.pdf, summarizing current douban trends.
Category: Leisure
Expected answer: file /root/pdf/douban_report.pdf
Steps:
1. Getting the current trends in douban
2. Create a word document.
3. Write the word document.
4. Convert word document to pdf.
Tools used:
1. get-douban-rank
2. create_document
3. add_paragraph
4. convert_to_pdf
Task: Help me recommend some consumer electronics that are worth buying these days.
Category: Shopping
Steps:
1. collect the treendings in consumer electronics
2. write a report
Tools used:
1. get-ifanr-news
2. get-smzdm-rank
Task: Find the latest research paper in the web agents. Identify the best one, read the full text, and then tell me its main motivation, the methodology it employs, and its key results.
Category: Office
Steps:
1. Search for papers on arXiv
2. Identify the best one
3. Donwnload the best one
4. Read the full content of the paper
5. Generate a report
Tools used:
1. search_papers
2. download_paper
3. read_paper
Task: Recommend a gaming PC build for playing the latest Call of Duty, along with an approximate budget.
Category: Shopping
Steps:
1. Find recommended configurations for the latest COD
2. Check the prices at shopping sites like amazon
3. Write a report to tell user
Tools used:
1. search_wikipedia
2. playwright_navigate
3. playwright_get_visible_html
4. playwright_fill
5. playwright_click
Task: What does this base64 image mean?

Category: Leisure
Expected answer: edge browser
Steps:
1. Decoding the base64
2. Describe the image
Tools used:
1. extract_image_from_base64
Task: Plan a bike route from UCAS Zhongguancun Campus to UCAS Yanqihu Campus, including an estimated travel time.
Category: Travel
Steps:
1. Convert  places to geographic coordinates
2. Calculate detailed route directions between two geographic points.
3. Generate a report
Tools used:
1. geocode_address
2. get_route_directions
3. reverse_geocode
Task: Read the file /root/word/exchange.docx, tell me who did not give a gift
Category: Leisure
Expected answer: Fred
Steps:
1. open the word document
2. answer the question
Tools used:
1. get_document_text
Task: Read the customer information in /root/csv/customers-100.csv and tell me Sheryl Meyers's email address
Category: Office
Expected answer: mariokhan@ryan-pope.org
Steps:
1. read the file
2. find the information about Sheryl Meyers
Tools used:
1. document_reader