"How to work with Claude AI code or integrate it" matching MCP servers:

• How-To-Cook

  xiaobenyang-com

  A

  security

  A

  license

  B

  quality

  An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

  Last updated 2026-01-09

  5

  1

  Apache 2.0

• code-to-tree

  micl2e2

  -

  security

  A

  license

  -

  quality

  code-to-tree

  Last updated 2026-03-14

  82

  MIT

• MCP Claude Code

  SDGLBL

  A

  security

  A

  license

  A

  quality

  An MCP server that implements Claude Code-like functionality, allowing the AI to analyze codebases, modify files, execute commands, and manage projects through direct file system interactions.

  Last updated 2025-08-29

  15

  299

  MIT

• claude-code-organizer

  mcpware

  A

  security

  A

  license

  A

  quality

  MCP server + web dashboard for managing Claude Code's scope hierarchy. 4 tools: scan_inventory, move_item, delete_item, list_destinations. Scans ~/.claude/, shows scope inheritance tree, drag-and-drop between scopes. Also serves as a standalone web dashboard at localhost:3847.

  Last updated 2026-04-14

  4

  1,312

  254

  MIT

• Claude Code Connector MCP

  itsocialist

  A

  security

  F

  license

  A

  quality

  Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling developers to plan in Desktop, save specs to project directories, and invoke Claude Code CLI with seamless state sharing across interfaces.

  Last updated 2025-12-22

  4

• Claude Code MCP Server

  steipete

  A

  security

  A

  license

  B

  quality

  A server that allows LLMs to run Claude Code with all permissions bypassed automatically, enabling code execution and file editing without permission interruptions.

  Last updated 2026-01-01

  1

  336

  1,234

  MIT

• Claude Code MCP

  auchenberg

  A

  security

  A

  license

  B

  quality

  An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.

  Last updated 2025-04-08

  8

  19

  180

  MIT

• Claude-to-Gemini MCP Server

  Yoon-jongho

  A

  security

  A

  license

  B

  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 2026-04-15

  4

  MIT

• MCP-Claude Code Bridge

  SobieskiCodes

  A

  security

  F

  license

  B

  quality

  Bridges Claude Desktop with Claude Code CLI to delegate complex coding tasks like creating React apps, building APIs, and debugging scripts while maintaining interaction through the Desktop interface.

  Last updated 2025-06-20

  5

• claude-code-mcp

  KunihiroS

  A

  security

  A

  license

  C

  quality

  This project aims to build a Claude Code MCP server and implement its associated tools (explain\_code, review\_code, fix\_code, edit\_code, test\_code, simulate\_command, your\_own\_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically

  Last updated 2026-03-06

  7

  10

  33

  MIT

• Claude Code Memory Server

  ViralV00d00

  -

  security

  F

  license

  -

  quality

  Provides persistent memory capabilities for Claude Code using Neo4j graph database to track development tasks, code patterns, solutions, and their relationships across sessions and projects, enabling contextual assistance and pattern recognition.

  Last updated 2025-06-28

  9

• Claude Code Notification Hooks

  nkyy

  A

  security

  F

  license

  A

  quality

  Provides automatic desktop notifications and contextual sounds for Claude Code operations across macOS, Windows, and Linux. It enhances the development experience by intelligently mapping specific event types to native system alerts and sounds.

  Last updated 2025-07-02

  4

  1

  3

• Claude Code MCP Enhanced

  grahama1970

  A

  security

  A

  license

  A

  quality

  An enhanced Model Context Protocol (MCP) server that allows running Claude Code in one-shot mode with permissions bypassed automatically, featuring advanced task

  Last updated 2025-05-20

  3

  108

  MIT

• md-to-pdf-with-mermaid-mcp

  polarnego

  A

  security

  F

  license

  A

  quality

  An MCP server that converts Markdown files containing Mermaid diagrams into PDF documents by rendering diagrams as SVG images. It provides a specialized tool to automate document conversion while ensuring all visual charts are correctly embedded in the final output.

  Last updated 2025-08-27

  1

• Claude Code DingTalk MCP

  sfyyy

  A

  security

  A

  license

  A

  quality

  Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users to send task completion alerts and various message formats to DingTalk groups from Claude Code.

  Last updated 2025-08-02

  5

  16

  7

  MIT

• Claude Talk to Figma MCP

  arinspunk

  A

  security

  A

  license

  B

  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 2026-02-28

  43

  1,376

  574

  MIT

• Claude Code Gemini MCP

  ShunL12324

  A

  security

  F

  license

  C

  quality

  Enables Claude Code to call Gemini models through an OpenAI-compatible API, providing tools for deep analysis, brainstorming, code review, and general queries using Gemini's capabilities.

  Last updated 2025-12-09

  4

• MCP-IT Fastify

  AdirAmsalem

  -

  security

  A

  license

  -

  quality

  A Fastify plugin that automatically converts API routes into Model Context Protocol tools, enabling AI assistants to directly interact with your API.

  Last updated 2025-08-03

  512

  38

  MIT

• Work Memory MCP Server

  moontmsai

  -

  security

  A

  license

  -

  quality

  Manages persistent work memories and context across AI tools, enabling structured storage, search, and retrieval of work content, tasks, and knowledge with session-based project organization.

  Last updated 2025-07-07

  14

  MIT

• Draw-it-MCP

  Pandoll-AI

  -

  security

  A

  license

  -

  quality

  A browser-based drawing application with AI integration that enables Claude to analyze artwork, provide feedback on composition and techniques, and discuss artistic concepts through MCP tools.

  Last updated 2025-06-23

  12

  MIT

• Obsidian Claude Code MCP

  iansinnott

  -

  security

  A

  license

  -

  quality

  Enables Claude Code and Claude Desktop to interact with Obsidian vaults through MCP protocol. Supports file operations, workspace context access, and dual transport (WebSocket and HTTP/SSE) for AI-powered assistance with your notes.

  Last updated 2025-06-27

  251

  BSD Zero Clause

• code-guard-ai

  negraodenio

  -

  security

  A

  license

  -

  quality

  The only Multi-LLM Compliance Engine (GPT-4o + Claude + DeepSeek). Auto-fix GDPR/LGPD risks and more 15 frameworks. code.guard.eu

  Last updated 2026-04-14

  1

  MIT

• Claude Code MCP Server

  engineers-hub-ltd-in-house-project

  -

  security

  A

  license

  -

  quality

  Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing teams to interact with Claude Code through a Slack bot interface.

  Last updated 2025-06-30

  1

  11

  MIT

• Claude Code MCP Controller

  mostafa-drz

  -

  security

  A

  license

  -

  quality

  Enables remote control and monitoring of Claude Code sessions from mobile devices through ChatGPT Custom Connectors. Allows creating, managing, and interacting with multiple Claude Code sessions via natural language commands from anywhere.

  Last updated 2025-10-03

  3

  MIT

• Claude Code History MCP Server

  yudppp

  -

  security

  F

  license

  -

  quality

  An MCP server that enables users to retrieve, filter, and search through Claude Code conversation history stored in local projects. It provides tools for listing projects and sessions, paginating through message history, and searching across conversations with keyword filtering.

  Last updated 2025-07-03

  5

  10

• Work Note MCP Server

  Whale0928

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  security

  -

  license

  -

  quality

  Enables automatic creation and management of weekly work reports in Korean through structured templates. Organizes work tasks and issues with automatic file management, backup/rollback, and 100% template compliance through JSON Schema validation.

  Last updated 2025-09-01

  MIT

• AI Agent with MCP

  moises-paschoalick

  -

  security

  F

  license

  -

  quality

  Enables AI agents to access user and message data through MCP resources, providing REST API integration for user management with paginated lists and thread tracking.

  Last updated 2025-06-27

  9

  2

• Claude Code Control MCP

  marc-shade

  -

  security

  F

  license

  -

  quality

  Enables programmatic execution of coding tasks and autonomous file operations using Claude AI. It allows agents to search codebases, run shell commands, and track file changes through the Model Context Protocol.

  Last updated 2026-02-22

• Daily Work MCP Server

  hsgui

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  security

  F

  license

  -

  quality

  Enables recording, querying, and summarizing daily work entries with tags using a local SQLite database. Supports work logging, search, timeline queries, tag management, and automated reminders for tracking daily tasks.

  Last updated 2025-11-27

• Skill-to-MCP

  biocontext-ai

  A

  security

  A

  license

  A

  quality

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  23

  Apache 2.0

• Claude Code Review MCP

  praneybehl

  A

  security

  A

  license

  A

  quality

  An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.

  Last updated 2025-05-16

  1

  283

  31

  MIT

• claude-code-mcp

  xiaobenyang-com

  A

  security

  A

  license

  B

  quality

  A comprehensive guide and template collection for building model Context Protocol (MCP) servers using FastMCP and deploying them to Google Cloud Run.

  Last updated 2026-01-09

  1

  2

  Apache 2.0

• IT Tools MCP Server

  wrenchpilot

  A

  security

  A

  license

  B

  quality

  A comprehensive Model Context Protocol server providing access to 70+ IT tools for developers and system administrators, including encoding/decoding, text manipulation, hashing, and network utilities.

  Last updated 2026-04-15

  100

  183

  20

  TypeScript

  MIT

• MCP CSV Analysis with Gemini

  falahgs

  A

  security

  F

  license

  B

  quality

  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

• MCP Work History Server

  nocoo

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server that enables AI tools to automatically log their activities with detailed metrics like timestamps, token usage, and costs into daily markdown worklog files.

  Last updated 2026-04-08

  1

  3

  MIT

• Open AI Text To Speech1 MCP

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

  Last updated 2025-12-07

  1

  MIT

• Multi-AI MCP Server for Claude

  RaiAnsar

  -

  security

  A

  license

  -

  quality

  Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek) simultaneously, allowing users to get diverse AI perspectives, conduct AI debates, and leverage each model's unique strengths.

  Last updated 2025-09-03

  142

  MIT

• Trade It

  trade-it-inc

  -

  security

  A

  license

  -

  quality

  Trade Agent

  Last updated 2026-03-26

  50

  Creative Commons Zero v1.0 Universal

• Claude Talk to Figma MCP

  stranyer

  -

  security

  A

  license

  -

  quality

  Enables AI assistants like Claude and Cursor to interact directly with Figma to create, modify, and analyze design elements in real-time. It provides a comprehensive suite of tools for document inspection, styling, component management, and automated layout via a bidirectional WebSocket connection.

  Last updated 2026-02-16

  1,376

  MIT

• Track-It Process Monitor

  scottmsilver

  -

  security

  A

  license

  -

  quality

  Enables Claude to monitor and inspect running processes through a lightweight wrapper that captures stdout/stderr logs and stores process metadata in SQLite. Users can track any command execution and query process status, logs, and history through natural language.

  Last updated 2025-10-27

  MIT

• Gemini MCP Server for Claude

  raydollete

  A

  security

  A

  license

  A

  quality

  Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

  Last updated 2026-04-14

  3

  Apache 2.0

• claude-concilium

  spyrae

  A

  security

  A

  license

  A

  quality

  Multi-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeek

  Last updated 2026-03-02

  2

  7

  MIT

• AI-Collab-Memory

  sodam-ai

  A

  security

  A

  license

  A

  quality

  An MCP server for managing work logs, research results, and task checkpoints to enable seamless collaboration and state recovery between AI agents. It provides a persistent memory layer for tracking project history and resuming workflows across different sessions or tools.

  Last updated 2026-03-02

  7

  3

  MIT

• REST-to-Postman MCP

  runninghare

  A

  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 2025-04-13

  2

  2

• Claude Historian

  Vvkmnn

  A

  security

  A

  license

  B

  quality

  MCP server that lets you search your Claude Code conversation history to find past solutions, track file changes, and learn from previous work.

  Last updated 2026-04-13

  8

  190

  174

  MIT

• Claude Parallel Tasks MCP

  CaptainCrouton89

  A

  security

  F

  license

  B

  quality

  Enables running multiple Claude prompts simultaneously in parallel with support for file contexts and output redirection to individual files.

  Last updated 2025-06-02

  1

• 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

• Claude Code AI Collaboration

  atsuki-sakai

  A

  security

  A

  license

  B

  quality

  An MCP server that enables multi-provider AI collaboration using models like DeepSeek, OpenAI, and Anthropic through strategies such as parallel execution and consensus building. It provides specialized tools for side-by-side content comparison, quality review, and iterative refinement across different AI providers.

  Last updated 2025-07-04

  4

  1

  MIT

• AI Code Review MCP Server

  namph-kozocom

  A

  security

  F

  license

  B

  quality

  Integrates GitHub repository management and local file system access to enable AI agents to perform code reviews and manage pull requests. It provides tools for listing repositories, retrieving PR diffs, and searching or reading files within a specified workspace.

  Last updated 2026-01-26

  7

  3

• Code-MCP

  millsydotdev

  A

  security

  F

  license

  B

  quality

  Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.

  Last updated 2025-12-08

  35

  18

  MIT