"A tool for comparing design documents and source code, and accumulating business knowledge" matching MCP servers:

• Business Design MCP Server

  albertogferrario

  A

  license

  C

  quality

  B

  maintenance

  Enables the creation and management of business design artifacts including Business Model Canvases, SWOT analyses, and user personas. It features project organization and AI-powered research tools to automatically populate frameworks with market data.

  Last updated 2026-02-10

  31

  15

  1

  MIT

• Reuters Business and Financial

  BACH-AI-Tools

  A

  license

  -

  quality

  C

  maintenance

  Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

  Last updated 2025-12-07

  20

  MIT

• Divide and Conquer MCP Server

  landicefu

  A

  license

  B

  quality

  C

  maintenance

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  48

  7

  MIT

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

  C

  maintenance

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• Google Calendar and Meet MCP

  INSIDE-HAIR

  F

  license

  B

  quality

  C

  maintenance

  Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

  Last updated 2025-08-29

  24

  2

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  license

  C

  quality

  C

  maintenance

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• Account and Transaction MCP

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• Code Knowledge MCP Server

  davidvc

  F

  license

  -

  quality

  C

  maintenance

  Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.

  Last updated 2025-02-28

  23

• keycloak-source-mcp

  vujasinovic

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that enables AI assistants to navigate, search, and analyze local Keycloak source code to support developer customizations like SPIs and authenticators. It provides tools for searching classes, generating boilerplate code, detecting breaking changes between versions, and tracing dependencies.

  Last updated 2026-03-06

  8

  MIT

• Two Truths and a Twist

  ErgodicLabs

  A

  license

  -

  quality

  C

  maintenance

  An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.

  Last updated 2025-04-09

  5

  MIT

• Document Reading and Converter

  mffrydman

  F

  license

  -

  quality

  C

  maintenance

  Enables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.

  Last updated 2025-06-25

  1

• mcp-latam-business

  josemvelez78

  F

  license

  A

  quality

  C

  maintenance

  Latin American business compliance suite — 28 tools for tax ID validation (CPF, CNPJ, RFC, RUT, CUIT, NIT), banking (PIX, CLABE, CBU), VAT rules, e-invoicing (NF-e, CFDI, DTE), holidays, and labor calendar across Brazil, Mexico, Chile, Argentina, and Colombia.

  Last updated 2026-05-03

  28

• mcp-europe-business

  josemvelez78

  F

  license

  A

  quality

  C

  maintenance

  European business compliance suite for AI agents — 28 tools covering tax ID validation (PT, ES, FR, DE, IT, UK, NL), IBAN verification, EU VAT rates, invoice requirements, e-invoicing rules, payment terms, labor calendar helpers, VAT breakdown calculations and invoice schema validation for 18+ European countries.

  Last updated 2026-05-09

  28

• Source Map Parser MCP Server

  MasonChow

  A

  license

  A

  quality

  C

  maintenance

  Enables mapping JavaScript error stack traces back to original source code, extracting context information to help developers locate and fix issues.

  Last updated 2025-09-28

  3

  73

  2

  MIT

• QR Code Generator MCP

  Kalypsokichu-code

  A

  license

  A

  quality

  C

  maintenance

  Enables AI-powered generation of styled QR codes with 10 design presets, supporting single or batch creation with custom logos and formats (SVG/PNG) directly from AI tools.

  Last updated 2025-12-06

  4

  4

  MIT

• MCP Server for stock and

  aahl

  A

  license

  A

  quality

  B

  maintenance

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  379

  MIT

• lutris-source-mcp

  revelri

  A

  license

  B

  quality

  C

  maintenance

  Closes the find-download-install loop for lutris-mcp by searching Prowlarr, downloading via qBittorrent, polling until complete, classifying the result, and returning a path for installation.

  Last updated 2026-05-09

  5

  MIT

• Android Source Explorer MCP

  mrmike

  A

  license

  B

  quality

  D

  maintenance

  Provides on-demand access to AOSP and Jetpack source code to help AI understand Android framework internals. It features a hybrid architecture using Tree-sitter and LSP for precise code extraction, cross-file navigation, and local source indexing.

  Last updated 2026-03-16

  11

  91

  Apache 2.0

• Perplexity Tool for Claude

  letsbuildagent

  A

  license

  C

  quality

  D

  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

• MCP Source Relation Server

  owayo

  A

  license

  C

  quality

  C

  maintenance

  Analyzes source code dependencies across multiple programming languages in the specified directory to identify file relationships, assisting in dependency management and project structure understanding.

  Last updated 2025-02-24

  1

  1

  MIT