Methods to Extract Data from Files – MCP servers

Matching MCP tools:

Matching MCP servers:

Files MCP Server
iceener
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security
F
license
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quality
Enables AI agents to safely explore directories, read files, search content by pattern or filename, and edit files with checksum verification and dry-run preview within sandboxed filesystem access.
Last updated 19 hours ago
2
8
Files-DB-MCP
randomm
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security
A
license
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quality
A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.
Last updated 5 months ago
6
MIT License
Simple Files Vector Store
lishenxydlgzs
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security
A
license
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quality
A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.
Last updated 8 months ago
7
36
MIT License
EOSC Data Commons Searchofficial
EOSC-Data-Commons
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security
A
license
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quality
Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.
Last updated 12 days ago
9
MIT License
Swagger to MCP
suhailtajshaik
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security
A
license
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quality
Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.
Last updated 5 days ago
MIT License
mcp-data-extractor
sammcj
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security
A
license
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quality
A Model Context Protocol server that extracts embedded data (such as i18n translations or key/value configurations) from TypeScript/JavaScript source code into structured JSON configuration files.
Last updated 9 months ago
2
51
8
MIT License

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code-to-tree
micl2e2
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security
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license
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quality
code-to-tree
Last updated 7 months ago
67
MIT License
OpenAPI to MCP Server
TykTechnologies
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security
A
license
A
quality
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
Last updated 5 months ago
3
28
30
MIT License
Hong Kong Open Data MCP Serverofficial
mcp-open-data-hk
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security
A
license
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quality
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK) through natural language queries. Supports searching datasets, browsing categories, and retrieving detailed information about Hong Kong's public data resources.
Last updated 4 months ago
8
2
MIT License
Data Planning Agent
opendedup
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security
A
license
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quality
Transforms high-level business intents into structured Data Product Requirement Prompts through AI-powered conversational refinement. Guides users through clarifying questions to gather comprehensive requirements for automated Business Intelligence dashboard generation.
Last updated a month ago
1
Apache 2.0
focus_mcp_data
FocusSearch
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security
A
license
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The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.
Last updated 8 months ago
13
Apache 2.0
Bakery Data MCP Server
t2hnd
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security
F
license
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quality
Provides access to bakery POS transaction data, product catalogs, and sales analytics from SQLite database through natural language queries and custom SQL execution.
Last updated 3 days ago
7
Excel to PDF Converter
kmexnx
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security
A
license
A
quality
An MCP server that converts Excel and Apple Numbers files to PDF format, enabling AI assistants like Claude to perform file conversion directly through conversation.
Last updated 4 months ago
2
49
3
MIT License
MCP Files
OrionPotter
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security
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license
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quality
Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere with tools for reading code blocks, searching/replacing text, and making precise line-based modifications.
Last updated a month ago
3
MIT License
Claude MCP Data Explorer
tofunori
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security
A
license
A
quality
A Model Context Protocol server that enables Claude to load CSV files and execute JavaScript data analysis scripts for advanced data exploration and insights generation.
Last updated 9 months ago
2
8
MIT License
MCP Figma to React Converter
StudentOfJS
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security
A
license
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quality
Converts Figma designs into React components with TypeScript and Tailwind CSS by extracting components from Figma files and transforming them into ready-to-use code.
Last updated 8 months ago
63
MIT License
MCP Data Wrangler
shibuiwilliam
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security
A
license
A
quality
A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.
Last updated 8 months ago
16
8
MIT License
Dev.to MCP Server
nickytonline
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security
F
license
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quality
Enables interaction with the dev.to platform through its public API. Allows users to retrieve articles, user profiles, tags, comments, and perform article searches without requiring authentication.
Last updated 2 months ago
38
Personnel Data MCP Server
ag2-mcp-servers
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security
F
license
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quality
An MCP Server that provides access to Personio's HR and personnel data through the Personnel API, allowing interaction with employee records, HR systems, and personnel management functions.
Last updated 5 months ago
Education Data MCP Server
ckz
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security
A
license
A
quality
Provides access to Urban Institute's Education Data API through Claude, enabling users to query and analyze detailed educational data from schools, districts, and universities.
Last updated 9 months ago
2
2
MIT License
Fiscal Data MCP Server
QuantGeekDev
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security
F
license
A
quality
Connects to the US Treasury's Fiscal Data API, enabling users to fetch specific treasury statements, access historical data, and generate formatted reports.
Last updated a year ago
52
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REST-to-Postman MCP
runninghare
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security
F
license
A
quality
Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.
Last updated 8 months ago
2
1
BCB Payment Methods MCP Server
derikfernandes
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security
A
license
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quality
Enables access to Brazil's Central Bank (BCB) Open Data API for payment methods, allowing queries about PIX, card transactions, ATM terminals, interchange rates, and other payment statistics through natural language.
Last updated a month ago
8
MIT License
Data Commons MCP Server
ARJ999
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security
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license
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Enables AI agents to query and retrieve public statistical data from Data Commons through search and observation tools. Provides access to demographic, economic, and other statistical indicators for analysis and research.
Last updated 2 months ago
Apache 2.0
Data Query MCP Server
cfy114514
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security
F
license
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Enables querying and analyzing user, product, and order data with filtering capabilities and real-time statistics. Supports WebSocket connections to XiaoZhi AI platform with automatic reconnection.
Last updated 3 months ago
Data Analysis MCP Server
boyzhang666
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security
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license
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Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.
Last updated 2 months ago
3
Market Data MCP Server
pishnuke
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security
F
license
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quality
Enables fetching market and options data including OHLCV prices, option chains, Greeks, and corporate events through a pluggable FastAPI service. Supports creating aligned training datasets for financial analysis and uses yfinance by default with support for custom data providers.
Last updated 2 months ago
MCP Server for Cirro Data
NorahZager
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security
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license
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This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
Last updated 6 months ago
IMF Data MCP Server
c-cf
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security
A
license
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The server integrates with the free IMF data API and provides various features to facilitate data retrieval and analysis. The server is built using the FastMCP framework and offers the following functionalities:
Last updated 6 months ago
10
4
Apache 2.0
JSON to Excel MCP by
he-yang
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security
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license
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quality
The JSON to Excel MCP provides a standardized interface for converting (1)JSON data (2)URL pointing to JSON files into CSV format
Last updated 4 months ago
1
Talk to Figma MCP
pipethedev
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security
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license
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quality
Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.
Last updated 6 months ago
38
1,225
MIT License
Data Labeling MCP Server
ag2-mcp-servers
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security
F
license
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quality
An MCP Server that enables interaction with Google's Data Labeling API, allowing users to manage datasets, annotations, and labeling tasks through natural language commands.
Last updated 5 months ago
Data.gov.my MCP Server
manfye
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security
A
license
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quality
Provides seamless access to Malaysia's official government data catalogue, enabling developers to discover, explore, and fetch datasets from the Malaysian government's open data platform through a simple, unified interface.
Last updated 5 months ago
4
15
10
ISC License
MCP Data Analytics Server
Edwin1719
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security
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license
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quality
A FastMCP-based server that provides data analysis tools for processing, analyzing, and visualizing data with an intuitive Streamlit web interface.
Last updated 6 months ago
2
MIT License
Claude-to-Gemini MCP Server
Yoon-jongho
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security
A
license
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quality
Enables Claude to use Google Gemini as a secondary AI through MCP for large-scale codebase analysis and complex reasoning tasks. Supports both Gemini Flash and Pro models with specialized functions for general queries and comprehensive code analysis.
Last updated 21 days ago
2
MIT License
Talk to Figma MCP
grab
A
security
A
license
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quality
An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.
Last updated a month ago
19
1,225
5,777
MIT License
mcp-server-data-exploration
reading-plus-ai
A
security
A
license
A
quality
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
Last updated 9 months ago
2
509
MIT License
Markdown to HTML MCP Server
1623311678
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security
F
license
A
quality
An MCP server that converts Markdown to HTML, supporting both stdio and HTTP interfaces for easy integration with Cursor and other MCP clients.
Last updated 6 months ago
1
8
Seoul Public Data MCP Server
pinnaclesoft-ko
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security
A
license
A
quality
Provides access to Seoul public data including subway passenger statistics and cultural event information through a Model Context Protocol server.
Last updated 8 months ago
2
MIT License
Amplify Data API MCP Server
dbsmith7491
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security
F
license
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quality
This MCP server enables users to interact with AWS Amplify Gen2 application data through natural language, allowing AI assistants like Claude to perform operations on Amplify data models using conversational language instead of complex code.
Last updated 8 months ago
4
YouTube to LinkedIn MCP Server
NvkAnirudh
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security
A
license
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quality
A Model Context Protocol (MCP) server that automates generating LinkedIn post drafts from YouTube videos. This server provides high-quality, editable content drafts based on YouTube video transcripts.
Last updated 8 months ago
1
MIT License
Talk to Figma MCP
yhc984
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security
F
license
A
quality
Enables Cursor AI to interact with Figma designs, allowing users to read design information and programmatically modify elements through natural language commands.
Last updated 9 months ago
38
1,225
4
Pump Fun Data MCP Server
jun85664396
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security
A
license
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quality
Pump.fun data fetch tool for Model Context Protocol
Last updated 8 months ago
3
2
MIT License
Web-To-MCP
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security
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Bridge the gap between design and code. Send pixel-perfect website components directly to Cursor or Claude Code using Model Context Protocol (MCP). No more screenshots or descriptions needed.
Excel to JSON MCP by
he-yang
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security
F
license
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The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.
Last updated 4 months ago
4
MCP User Data Enrichment
jekakos
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security
F
license
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quality
Enriches user data by generating and providing social media profile links (Instagram, Facebook, Twitter, LinkedIn) based on user information like name and birth date.
Last updated 2 months ago
Textra Japanese to English
hokupod
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security
A
license
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quality
Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.
Last updated 8 months ago
1
MIT License
Claude Talk to Figma MCP
arinspunk
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security
A
license
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quality
Enables Claude Desktop and other AI tools to interact directly with Figma, allowing for powerful AI-assisted design capabilities through natural language commands.
Last updated 4 months ago
43
213
254
MIT License

EOSC Data Commons Searchofficial

Interested in MCP?

Hong Kong Open Data MCP Serverofficial

Hong Kong Open Data MCP Serverofficial