"How to create an MCP tool" matching MCP servers:

• AI Tooling Detector MCP Server

  mambalabsdev

  A

  license

  A

  quality

  B

  maintenance

  Enables AI clients to analyze any company domain and determine its AI maturity tier (commercialized, deployed, declared, or none) with supporting evidence, via a single tool backed by an Apify actor.

  Last updated 2026-08-06

  1

  MIT

• SDMX MCP Gateway

  nescoffee-create

  A

  license

  A

  quality

  B

  maintenance

  An MCP server providing progressive discovery tools for SDMX statistical data, enabling AI agents to explore and access SDMX-compliant repositories through interactive tools, resources, and prompts.

  Last updated 2026-08-06

  20

  MIT

• 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 2026-07-08

  3

  23

  6

  MIT

• AI Council MCP Server

  0xAkuti

  A

  license

  A

  quality

  D

  maintenance

  Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize responses for better accuracy, and reduce AI bias through ensemble decision-making.

  Last updated 2025-06-26

  1

  30

  MIT

• Startup Concierge Go MCP

  loykim621-lab

  F

  license

  A

  quality

  B

  maintenance

  An MCP server that enables searching Korean government startup grants, checking eligibility, scoring applications, and writing business plans with deterministic coaching.

  Last updated 2026-07-03

  13

• NotebookLM MCP Server

  ran-ai-agency

  A

  license

  A

  quality

  D

  maintenance

  Enables interaction with Google NotebookLM through natural language to create and manage notebooks, add sources from URLs/YouTube/Google Drive, perform AI-powered research and analysis, generate audio podcasts, videos, infographics, and slide decks from notebook content.

  Last updated 2026-01-09

  32

  MIT

• holoviz-viz-mcp

  ghostiee-11

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that enables AI assistants to create interactive visualizations, perform statistical analysis, run auto-EDA, and build dashboards using the HoloViz ecosystem with self-contained HTML output.

  Last updated 2026-03-08

  36

  MIT

• mcp-pdf-tools

  seraphinerenard

  A

  license

  A

  quality

  -

  maintenance

  An MCP server that enables users to read, search, and analyze PDF documents. It provides tools for extracting text, viewing metadata, searching content with context, and generating word statistics.

  Last updated 2026-01-29

  5

• Webhound MCP

  WebhoundAI

  A

  license

  B

  quality

  B

  maintenance

  Webhound is a research engine with an explicit effort control: a prompt defines the investigation and a dollar budget defines how much work it deserves. It returns cited reports or sourced datasets with the working documents, claims, sources, limitations, and evidence pack behind the answer.

  Last updated 2026-07-27

  30

  267

  1

  MIT

• AI Developer Tools MCP Server

  grzetich

  A

  license

  B

  quality

  D

  maintenance

  Enables querying real-time adoption metrics, trends, and comparisons for popular AI coding tools like OpenAI SDK, Anthropic SDK, Cursor, GitHub Copilot, and LangChain through natural language.

  Last updated 2026-01-09

  4

  1

  MIT

• mcp-kaggle-tool

  MikeyBeez

  F

  license

  B

  quality

  D

  maintenance

  MCP server for Kaggle API integration that allows creating, running, and managing Kaggle notebooks programmatically.

  Last updated 2026-01-14

  8

  1

• CERN ROOT MCP Server

  MohamedElashri

  A

  license

  B

  quality

  C

  maintenance

  An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.

  Last updated 2026-08-01

  9

  3

  MIT

• AI-Archive MCP Server

  AI-Archive-io

  A

  license

  B

  quality

  C

  maintenance

  Enables AI agents to interact with the AI-Archive platform for research paper discovery through semantic search, paper submission and management, peer review with structured scoring, and citation generation in multiple formats.

  Last updated 2026-01-26

  54

  166

  1

  MIT

• Finance Tools MCP

  VoxLink-org

  A

  license

  B

  quality

  D

  maintenance

  An MCP server that provides comprehensive financial insights and analysis by leveraging real-time market data, news, and advanced analytics for stocks, options, financial statements, and economic indicators.

  Last updated 2025-09-13

  17

  50

  Python

  MIT

• MCP CSV Analysis with Gemini

  falahgs

  F

  license

  B

  quality

  D

  maintenance

  An MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.

  Last updated 2025-04-12

  3

  2

• ai-research-assistant-mcp

  Ruoth1111

  F

  license

  C

  quality

  C

  maintenance

  An MCP server that provides tools, resources, and prompts for reading, writing, and summarizing research notes stored in a local flat-file database.

  Last updated 2026-06-27

  2
• 

  Minds MCP Serverofficial

  minds-ai-co

  A

  license

  -

  quality

  A

  maintenance

  Minds MCP enables AI assistants to run synthetic market research end to end using grounded synthetic customer panels for concept testing, message testing, and segment comparison, with durable server-side studies exporting to PDF, CSV, XLSX, JSON, and Markdown.

  Last updated 2026-08-01

  1

  MIT
• 

  Frase MCP Serverofficial

  frase-io

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to research, create, optimize, publish, and track content using the Frase content operating system, integrating directly with WordPress, Sanity, Webflow, Wix, and FraseCMS.

  Last updated 2026-07-26

  MIT

• MCP Server for Deep Research

  reading-plus-ai

  A

  license

  -

  quality

  C

  maintenance

  A tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.

  Last updated 2025-03-25

  213

  MIT

• PDF to Text MCP Server

  xxx87

  A

  license

  -

  quality

  D

  maintenance

  Converts PDF files to text for use with MCP-compatible applications like Cursor IDE.

  Last updated 2025-09-19

  MIT