"A tool for extracting data from websites" matching MCP servers:

• Data Discovery Tool

  SofiaPurtova

  F

  license

  -

  quality

  D

  maintenance

  Enables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.

  Last updated 2026-03-18

• a-stock-data-mcp

  droid-Q

  F

  license

  -

  quality

  C

  maintenance

  MCP server adapter that exposes A-share stock data tools, prompts, and resources via FastMCP, enabling querying of stocks, K-lines, financials, sectors, and market hot spots through natural language.

  Last updated 2026-06-29

• Data Discovery Tool MCP Server

  vodavafrike

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to search and discover data across SQLite and CSV sources through an MCP interface, with metadata indexing and fuzzy search capabilities.

  Last updated 2026-06-27

  MIT

• Quick Data for Windows MCP

  Beaulewis1977

  A

  license

  -

  quality

  C

  maintenance

  A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

  Last updated 2025-06-16

  1

  MIT

• MCP from Scratch Server

  pguso

  A

  license

  -

  quality

  D

  maintenance

  A fully working MCP server built from scratch in plain Node.js, implementing tools, resources, prompts, notifications, and sampling according to the MCP specification, designed to connect to Claude Desktop or any MCP client.

  Last updated 2026-05-25

  19

  MIT

• MCP from API

  abusedmedia

  F

  license

  -

  quality

  C

  maintenance

  Enables users to expose arbitrary HTTP APIs as configurable MCP tools by defining tool specifications in a JSON configuration file.

  Last updated 2026-05-13

  2,538

  3

• mcp-ready-data-discovery-tool

  awesome0w

  F

  license

  -

  quality

  A

  maintenance

  Enables local data discovery by indexing metadata from SQLite, CSV, and Markdown sources, providing hybrid keyword and TF-IDF semantic search via MCP tools (listSources, indexSource, search, getSchema) and a REST API.

  Last updated 2026-06-29

• Perplexity Tool for Claude

  letsbuildagent

  A

  license

  C

  quality

  F

  maintenance

  A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.

  Last updated 2024-12-05

  1

  6

  MIT

• Tool Compass

  mcp-tool-shop-org

  A

  license

  -

  quality

  B

  maintenance

  Semantic navigator for MCP tools that finds relevant tools by natural language intent, reducing token usage by 95%.

  Last updated 2026-07-04

  1

  MIT

• tool-smith

  ganlin770

  A

  license

  -

  quality

  C

  maintenance

  MCP server that routes natural language requests to structured tool calls using a LoRA-tuned small language model, with built-in validation, retry, and fallback recovery.

  Last updated 2026-06-17

  MIT

• tool-disco

  egoughnour

  A

  license

  -

  quality

  D

  maintenance

  A tool discovery MCP server that integrates with Azure DevOps wikis and code-graph-rag to match natural language goals to tools, enabling tool composition and proxy testing.

  Last updated 2026-01-15

  1

  MIT

• a-share-mcp

  shouldnotappearcalm

  A

  license

  -

  quality

  F

  maintenance

  提供A股实时行情、历史K线、财务报表、技术指标等全方位数据查询的MCP服务器，支持盘中即时更新及批量查询。

  Last updated 2026-03-18

  16

  MIT

• scratchpad-tool

  default-anton

  A

  license

  -

  quality

  F

  maintenance

  A Model Context Protocol server that provides a scratchpad tool for LLMs to organize thoughts, take notes, and plan approaches to complex problems.

  Last updated 2025-06-02

  1

  1

  MIT

• A-Eyes

  florian-priegnitz

  A

  license

  -

  quality

  -

  maintenance

  MCP server enabling Claude Code to capture screenshots of Windows applications through WSL2, allowing AI to diagnose UI errors and verify layouts.

  Last updated 2026-05-04

  MIT

• zsh-tool

  ArkTechNWA

  A

  license

  -

  quality

  B

  maintenance

  A Zsh execution tool for Claude Code providing yield-based command execution, PTY mode for interactive programs, circuit breaker for timeout protection, and adaptive learning (A.L.A.N.) for retry detection and proactive insights.

  Last updated 2026-04-15

  4

  MIT

• llm-handoff-from-claude-mcp

  keyhoffman

  F

  license

  -

  quality

  D

  maintenance

  Enables Claude to query other LLMs like ChatGPT, Perplexity, and Gemini for verification and comparison, eliminating manual copy-pasting.

  Last updated 2025-08-16

• A-Modular-Kingdom

  MasihMoafi

  F

  license

  -

  quality

  A

  maintenance

  Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools for AI agents via the Model Context Protocol.

  Last updated 2026-06-17

  28

• MCP Server for Cirro Data

  NorahZager

  -

  license

  -

  quality

  -

  maintenance

  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 2025-06-03

• Tool Scout

  nabheet

  -

  license

  -

  quality

  -

  maintenance

  MCP proxy server with semantic tool search for LLM coding agents. It reduces context window usage by activating only relevant tools based on user queries.

  Last updated 2026-06-25

• find-a-book-mcp

  Xiaochengzi2048

  A

  license

  A

  quality

  B

  maintenance

  An MCP server for searching and downloading books from Library Genesis, supporting EPUB, MOBI, PDF, and more through natural language queries.

  Last updated 2026-06-29

  2

  3

  13

  6

  MIT