ICIP/LiveMCPBench huggingface dataset:
MCP server: MetaTag Genie
Category: Code
MetaTag Genie 是一个 macOS Stdio MCP 服务，专为写入图片元数据以增强 Spotlight 搜索而设计。该服务可被 AI 代理或其他需要本地管理图片元数据的应用程序调用，通过标准输入输出（Stdio）与客户端通信，提供符合 MCP (Machine Comprehension Protocol) 规范的接口。

Tools:
MetaTagGenie: tools: name: writeImageMetadata
description: Writes metadata (tags, description, people, location) to an image file.
MCP server: MCP NPX Fetch
Maintainer: tokenizin-agency
Category: Discovery
A powerful MCP server for fetching and transforming web content into various formats (HTML, JSON, Markdown, Plain Text) with ease.

Tools:
npx_fetch: tools: name: fetch_html
description: Fetch a website and return the content as HTML
name: fetch_markdown
description: Fetch a website and return the content as Markdown
name: fetch_txt
description: Fetch a website, return the content as plain text (no HTML)
name: fetch_json
description: Fetch a JSON file from a URL
MCP server: Exchange Rate MCP Server
Category: Finance
This is a Model Context Protocol (MCP) server that provides access to exchange rate data from the Norges Bank API.

Tools:
exchange-rate-mcp: tools: name: exchange_rate
description: Retrieves exchange rates using Norges Bank's API. Returns rate information including the base currency, target currency, date, and conversion rate.
MCP server: ArXiv MCP Server
Maintainer: blazickjp
Category: Discovery
The ArXiv MCP Server provides a bridge between AI assistants and arXiv's research repository through the Model Context Protocol (MCP). It allows AI models to search for papers and access their content in a programmatic way.

Tools:
arxiv-mcp-server: tools: name: search_papers
description: Search for papers on arXiv with advanced filtering
name: download_paper
description: Download a paper and create a resource for it
name: list_papers
description: List all existing papers available as resources
name: read_paper
description: Read the full content of a stored paper in markdown format
MCP server: MCP Chess Server
Category: Entertainment
This MCP let's you play chess against any LLM.

Tools:
chess: tools: name: get_board_visualization
description: Provides the current state of the chessboard as an image.
name: get_turn
description: Indicates whose turn it is ('white' or 'black').
name: get_valid_moves
description: Lists all legal moves for the current player in UCI notation.
name: make_move
description: 
Makes a move on the board using standard algebraic notation (SAN).
Args:
    move_san: The player's move in algebraic notation (e.g., 'e4', 'Nf3', 'Bxe5').
Returns:
    A dictionary containing the move in SAN format, the move in UCI format, the new board FEN,
    whether the game is over, and the result if applicable.

name: new_game
description: 
Starts a new game, resetting the board to the initial position.

Args:
    user_plays_white: Whether the user will play as white. Defaults to True.

Returns:
    A confirmation message indicating the game has started and the user's color.

name: find_position_in_pgn
description: 
Finds the first board position in a PGN string that matches a given condition
(e.g., 'bishop on a3') and returns an image of that board.

Args:
    pgn_string: The PGN string of the game.
    condition: A string describing the condition, format: "piece_type on square_name"
               (e.g., "bishop on a3", "knight on f6", "king on g1").

Returns:
    An Image dictionary containing the PNG data of the board state if found,
    or a string with an error message.
MCP server: Whois MCP
Maintainer: bharathvaj-ganesan
Category: Discovery
Model Context Protocol server for whois lookups.

Tools:
whois: tools: name: whois_domain
description: Looksup whois information about the domain
name: whois_tld
description: Looksup whois information about the Top Level Domain (TLD)
name: whois_ip
description: Looksup whois information about the IP
name: whois_as
description: Looksup whois information about the Autonomous System Number (ASN)
MCP server: Excel MCP Server
Maintainer: negokaz
Category: File Access
A Model Context Protocol (MCP) server that reads and writes MS Excel data.

Tools:
excel: tools: name: excel_copy_sheet
description: Copy existing sheet to a new sheet
name: excel_create_table
description: Create a table in the Excel sheet
name: excel_describe_sheets
description: List all sheet information of specified Excel file
name: excel_read_sheet
description: Read values from Excel sheet with pagination.
name: excel_write_to_sheet
description: Write values to the Excel sheet
MCP server: Deepwiki MCP Server
Maintainer: regenrek
Category: Discovery
This is an unofficial Deepwiki MCP Server
It takes a Deepwiki URL via MCP, crawls all relevant pages, converts them to Markdown, and returns either one document or a list by page.

Tools:
mcp-deepwiki: tools: name: deepwiki_fetch
description: Fetch a deepwiki.com repo and return Markdown
MCP server: MCP Music Analysis
Maintainer: hugohow
Category: Miscellaneous
This repository contains a Model Context Provider (MCP) that uses MCP and librosa for audio analysis on audio in local, youtube link, or audio link.

Tools:
music-analysis: tools: name: load
description: 
Loads an audio file and returns the path to the audio time series
Offset and duration are optional, in seconds.
Be careful, you will never know the name of the song.

name: get_duration
description: 
Returns the total duration (in seconds) of the given audio time series.

name: tempo
description: 
Estimates the tempo (in BPM) of the given audio time series using librosa.
Offset and duration are optional, in seconds.

name: chroma_cqt
description: 
Computes the chroma CQT of the given audio time series using librosa.
The chroma CQT is a representation of the audio signal in terms of its
chromatic content, which is useful for music analysis.
The chroma CQT is computed using the following parameters:
- path_audio_time_series_y: The path to the audio time series (CSV file).
    It's sometimes better to take harmonics only
- hop_length: The number of samples between frames.
- fmin: The minimum frequency of the chroma feature.
- n_chroma: The number of chroma bins (default is 12).
- n_octaves: The number of octaves to include in the chroma feature.
The chroma CQT is saved to a CSV file with the following columns:
- note: The note name (C, C#, D, etc.).
- time: The time position of the note in seconds.
- amplitude: The amplitude of the note at that time.
The path to the CSV file is returned.

name: mfcc
description: 
Computes the MFCC of the given audio time series using librosa.
The MFCC is a representation of the audio signal in terms of its
spectral content, which is useful for music analysis.
The MFCC is computed using the following parameters:
- path_audio_time_series_y: The path to the audio time series (CSV file).
    It's sometimes better to take harmonics only

name: beat_track
description: 
Computes the beat track of the given audio time series using librosa.
The beat track is a representation of the audio signal in terms of its
rhythmic content, which is useful for music analysis.
The beat track is computed using the following parameters:
- hop_length: The number of samples between frames.
- start_bpm: The initial estimate of the tempo (in BPM).
- tightness: The tightness of the beat tracking (default is 100).
- units: The units of the beat track (default is "frames"). It can be frames, samples, time.

name: download_from_url
description: 
Downloads a file from a given URL and returns the path to the downloaded file.
Be careful, you will never know the name of the song.

name: download_from_youtube
description: 
Downloads a file from a given youtube URL and returns the path to the downloaded file.
Be careful, you will never know the name of the song.
MCP server: mcp-simple-arxiv
Category: Discovery
An MCP server that provides access to arXiv papers through their API.

Tools:
mcp-simple-arxiv: tools: name: search_papers
description: Search for papers on arXiv by title and abstract content.
            
You can use advanced search syntax:
- Search in title: ti:"search terms"
- Search in abstract: abs:"search terms"
- Search by author: au:"author name"
- Combine terms with: AND, OR, ANDNOT
- Filter by category: cat:cs.AI (use list_categories tool to see available categories)

Examples:
- "machine learning"  (searches all fields)
- ti:"neural networks" AND cat:cs.AI  (title with category)
- au:bengio AND ti:"deep learning"  (author and title)
name: get_paper_data
description: Get detailed information about a specific paper including abstract and available formats
name: list_categories
description: List all available arXiv categories and how to use them in search
name: update_categories
description: Update the stored category taxonomy by fetching the latest version from arxiv.org
MCP server: Asset Price MCP Server (asset-price-mcp)
Maintainer: mk965
Category: Finance
A Model Context Protocol server for retrieving and displaying current asset price information. This server provides tools to fetch real-time price information for various asset (including precious metals and cryptocurrencies), making it easy for large language models to access and display this data.

Tools:
Asset_Price_MCP: tools: name: get_asset_price
description: Retrieves current pricing information for various assets including precious metals and cryptocurrencies