"Tools and methods for editing and organizing YAML files" matching MCP servers:

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  C

  quality

  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

• methods-mcp

  webwebb56

  -

  security

  F

  license

  -

  quality

  Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

  Last updated 2026-04-18

• Divide and Conquer MCP Server

  landicefu

  A

  security

  A

  license

  B

  quality

  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

  45

  7

  MIT

• Account and Transaction MCP

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  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

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  security

  A

  license

  C

  quality

  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

• Reuters Business and Financial

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  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

• Google Calendar and Meet MCP

  INSIDE-HAIR

  A

  security

  F

  license

  B

  quality

  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

• video-editing-mcp

  burningion

  -

  security

  F

  license

  -

  quality

  Upload, edit, and generate videos from everyone's favorite LLM and Video Jungle.

  Last updated 2025-10-09

  260

• gdb and rr Debugging

  schuay

  A

  security

  A

  license

  -

  quality

  MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.

  Last updated 2026-03-15

  34

  1

  MIT

• mcp-json-yaml-toml

  bitflight-devops

  A

  security

  A

  license

  A

  quality

  A token-efficient, schema-aware MCP server that enables AI assistants to safely read, modify, query, and validate JSON, YAML, and TOML files with automatic schema detection and format conversion capabilities.

  Last updated 2026-04-17

  7

  8

  MIT

• MCP YAML API

  molavec

  A

  security

  F

  license

  B

  quality

  A Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.

  Last updated 2025-06-29

  7

  3

  7

• Files MCP Server

  iceener

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  security

  F

  license

  -

  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 2026-02-15

  1

  70

• Files-DB-MCP

  randomm

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  security

  A

  license

  -

  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 2025-07-17

  7

  MIT

• MCP Files

  OrionPotter

  A

  security

  A

  license

  A

  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 2025-10-30

  3

  11

  MIT

• Simple Files Vector Store

  lishenxydlgzs

  -

  security

  A

  license

  -

  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 2025-03-31

  4

  40

  MIT

• MCP Server for stock and

  aahl

  A

  security

  A

  license

  B

  quality

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  372

  MIT

• MCP Server with LangChain and

  durgeshmca

  -

  security

  F

  license

  -

  quality

  A multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.

  Last updated 2025-06-26

• MCP Tools for Obsidian

  jacksteamdev

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  security

  A

  license

  -

  quality

  A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.

  Last updated 2025-07-13

  748

  MIT

• Document Reading and Converter

  mffrydman

  -

  security

  F

  license

  -

  quality

  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
• 

  Bitrefill Search and Shopofficial

  bitrefill

  A

  security

  A

  license

  A

  quality

  This MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.

  Last updated 2025-12-12

  4

  55

  7

  MIT

• OpenAI and Claude MCP

  Spysailor

  -

  security

  F

  license

  -

  quality

  A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.

  Last updated 2025-04-13

  8

• Access and SQLite MCP Server

  scanzy

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  security

  A

  license

  -

  quality

  Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.

  Last updated 2025-09-17

  8

  MIT

• Database Tools for Claude AI

  elber-code

  A

  security

  F

  license

  B

  quality

  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

  Last updated 2025-04-17

  1

  11

  4

• MCP Tools

  flesler

  A

  security

  A

  license

  A

  quality

  A comprehensive MCP server providing tools for AI agents to interact with code, including reading symbols, importing modules, replacing text, and sending OS notifications.

  Last updated 2025-10-16

  3

  23

  10

  MIT

• Bilibili Mcp Server

  365903728-oss

  -

  security

  F

  license

  -

  quality

  ✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀

  Last updated 2026-03-11

  78

  2

• Banking and Fintech MCP Server

  anhtuanluu

  -

  security

  F

  license

  -

  quality

  A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

  Last updated 2026-03-28

• Music and Madness Sync Bridge

  CaptainCurso

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  security

  F

  license

  -

  quality

  Enables synchronization and management of FoundryVTT journal entries within a Notion Story Bible, including media export and conflict resolution tools. It provides a Model Context Protocol interface for LLMs to preview, apply, and monitor data mirroring between tabletop RPG platforms and digital databases.

  Last updated 2026-02-21

• Radarr and Sonarr MCP Server

  BerryKuipers

  -

  security

  F

  license

  -

  quality

  A Python-based Model Context Protocol server that allows AI assistants like Claude to access and query your movie and TV show collection via Radarr and Sonarr APIs.

  Last updated 2025-10-25

  32

• URL Reputation and Validity

  prismon

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  security

  A

  license

  -

  quality

  Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

  Last updated 2025-05-29

  MIT

• Date and Time MCP Server

  MarcinMalczewski

  -

  security

  F

  license

  -

  quality

  A simple Model Context Protocol (MCP) server that provides date and time functionality in any timezone, along with user profiles and personalized greeting resources.

  Last updated 2025-06-11

• MCP Files

  tspspi

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  security

  A

  license

  -

  quality

  Provides a secure, constrained filesystem workspace for LLM agents to manage files, notes, and code artifacts via stdio or remote HTTP. It features granular access controls, including extension whitelisting, storage quotas, and immutable paths for safe automated file operations.

  Last updated 2026-03-02

  BSD 3-Clause

• Two Truths and a Twist

  ErgodicLabs

  -

  security

  A

  license

  -

  quality

  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

• MCP Tools

  joehuangcoding

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  security

  A

  license

  -

  quality

  A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

  Last updated 2026-03-08

  6

  MIT

• MCP Tools

  dlightyupgrade

  -

  security

  F

  license

  -

  quality

  A modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.

  Last updated 2025-08-09

• Vibe Preprocessing and

  mudit14224

  -

  security

  F

  license

  -

  quality

  Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

  Last updated 2025-04-20

  3

• Graph-Tools

  dromologue

  -

  security

  F

  license

  -

  quality

  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Last updated 2025-06-21

• Todo for AI MCP Server

  todo-for-ai

  -

  security

  A

  license

  -

  quality

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  2

  Apache 2.0

• mcp-json-tools

  rog0x

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  security

  A

  license

  -

  quality

  An MCP server that provides tools for JSON validation, diffing, and transformation operations such as flattening and renaming. It also enables data format conversion between JSON, CSV, and YAML to streamline data processing for AI agents.

  Last updated 2026-03-21

  6

  MIT

• MCP Tools

  starzzzzzzzzzzzzzz

  -

  security

  F

  license

  -

  quality

  An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.

  Last updated 2025-05-30

  1

• mcp-for-docs

  shayonpal

  A

  security

  F

  license

  B

  quality

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

• Remote MCP Server for Website

  elizabethsiegle

  -

  security

  F

  license

  -

  quality

  An authless Cloudflare Workers server that provides tools to scrape, analyze, and answer questions about websites using Cloudflare's Browser Rendering and AI capabilities.

  Last updated 2025-05-01

  6

• Databases MCP Server (Access

  Carltk

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  security

  A

  license

  -

  quality

  Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.

  Last updated 2026-01-05

  MIT

• Financial News and Notes MCP

  guangxiangdebizi

  A

  security

  A

  license

  D

  quality

  A TypeScript-based MCP server that enables users to query financial news, stock data, and index information while managing text notes with creation and summarization capabilities.

  Last updated 2026-03-04

  5

  36

  529

  MIT

• Redmine Analytics and

  a1official

  -

  security

  F

  license

  -

  quality

  A comprehensive MCP server providing advanced Redmine project analytics, web automation via Playwright, and iTunes music integration. It enables detailed tracking of sprint metrics, bug counts, and team performance through a token-optimized tool architecture.

  Last updated 2026-02-13

• UX/UI Tools for React +

  MarcusViniciusBarcelos

  A

  security

  A

  license

  C

  quality

  Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, cognitive biases, and Material-UI patterns to React components. Enables automated application of responsive design, Apple design patterns, and complete UX guidelines through natural language commands.

  Last updated 2025-10-20

  7

  7

  2

  MIT

• Weather and Stock Information

  suraj2906

  A

  security

  F

  license

  B

  quality

  An MCP server that provides real-time weather alerts, forecasts, stock market data, and news information through various API integrations.

  Last updated 2025-06-06

  5

• Serper Search and Scrape MCP

  tahaswx

  A

  security

  A

  license

  B

  quality

  Enables web search via Serper API with advanced search operators and webpage scraping capabilities to extract content in plain text or markdown format.

  Last updated 2025-03-13

  2

  1,437

  MIT

• Roblox Studio MCP Server

  code-and-relax

  -

  security

  A

  license

  -

  quality

  Enables AI assistants to interact directly with Roblox Studio to explore project hierarchies, edit scripts, and perform bulk object manipulations through over 37 specialized tools. This enhanced fork features long polling for near-instant responses and improved support for script editing and attribute management.

  Last updated 2026-02-11

  MIT

• MCP Calc Tools

  nbiish

  A

  security

  F

  license

  C

  quality

  A server that provides advanced mathematical and financial calculation capabilities for AI code assistants, enabling them to perform complex calculations like symbolic calculus, numerical methods, and financial analysis without implementing algorithms directly.

  Last updated 2026-01-02

  18

  5

• MCP PII Tools

  czangyeob

  A

  security

  F

  license

  C

  quality

  Enables high-precision detection, anonymization, encryption and decryption of personally identifiable information (PII) in text using GPT-4o-based detection and advanced cryptographic methods. Supports both deterministic encryption for searchable data and format-preserving encryption for structured identifiers.

  Last updated 2025-09-10

  8

  1