"Coze" matching MCP servers:

• Coze MCP Server For OpenClaw

  danielcy

  -

  security

  F

  license

  -

  quality

  Exposes Coze workflows as MCP tools, allowing AI clients to discover and execute workflows from a specified Coze workspace. It provides a simple way to integrate external skills into platforms like OpenClaw without needing local environment configurations.

  Last updated 2026-03-11

  94

• Mind Map MCP

  OnePieceLwc

  A

  security

  F

  license

  -

  quality

  Automatically generates mind map images from text content using Coze API workflow. Returns accessible image links that can be used in MCP-compatible tools like CodeBuddy, Cursor, and Qoder.

  Last updated 2025-11-28

  1

  46

  1

• CodeMind MCP

  OnePieceLwc

  -

  security

  A

  license

  -

  quality

  Enables users to manage GitCode repositories and automatically generate mind maps from project README files using Coze workflows. It serves as an architectural assistant to help developers quickly understand codebase structures and automate repository management tasks.

  Last updated 2025-11-28

  17

  1

  MIT

• Cozempic

  Ruya-AI

  -

  security

  A

  license

  -

  quality

  2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token costs. Remembers your rules and corrections so Claude stops repeating mistakes after compaction. Auto-runs in the background, just install once and forget about it.

  Last updated 2026-04-14

  242

  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 2026-04-10

  4

  1,312

  239

  MIT

• Code Review MCP Server

  danielefavi

  A

  security

  F

  license

  B

  quality

  Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic, security, and architectural alignment. It provides tools for fetching diffs, file contents, and project metadata, alongside guided prompts for professional code reviews.

  Last updated 2026-01-25

  10

  13

• Code Context Provider MCP

  AB498

  A

  security

  A

  license

  -

  quality

  Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.

  Last updated 2025-09-22

  1

  61

  22

  MIT

• Claude Code DingTalk MCP

  sfyyy

  A

  security

  A

  license

  -

  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 Code MCP

  auchenberg

  A

  security

  A

  license

  -

  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

  32

  179

  MIT
• 

  Cruxible Coreofficial

  cruxible-ai

  -

  security

  A

  license

  -

  quality

  Deterministic decision engine with DAG-based receipts. Build entity graphs, query with MCP, get auditable proof.

  Last updated 2026-04-14

  6

  MIT

• MCP Server Code Execution Mode

  elusznik

  A

  security

  A

  license

  -

  quality

  Executes Python code in isolated rootless containers while proxying MCP server tools, reducing context overhead by 95%+ and enabling complex multi-tool workflows through sandboxed code execution.

  Last updated 2025-12-05

  1

  319

  GPL 3.0

• claude-code-mcp

  KunihiroS

  A

  security

  A

  license

  -

  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

  22

  33

  MIT

• MCP Claude Code

  SDGLBL

  A

  security

  A

  license

  -

  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

  298

  MIT

• Smart Code Reviewer

  renjismzy

  A

  security

  A

  license

  -

  quality

  Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.

  Last updated 2025-08-14

  5

  MIT

• Claude Code MCP Enhanced

  grahama1970

  A

  security

  A

  license

  -

  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

• Code Scanner Server

  Ixe1

  A

  security

  A

  license

  -

  quality

  An MCP server that scans codebases to extract structural information (classes, functions, etc.) with flexible filtering options and outputs in LLM-friendly formats.

  Last updated 2025-06-23

  1

  2

  GPL 3.0

• Code Buddy

  Abhi-vish

  A

  security

  A

  license

  -

  quality

  A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

  Last updated 2025-12-08

  28

  6

  MIT

• Code Merge MCP

  yy1588133

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.

  Last updated 2025-05-04

  3

  22

  MIT

• Code Reasoning MCP Server

  mettamatt

  A

  security

  A

  license

  -

  quality

  An enhanced sequential thinking tool optimized for programming tasks that helps break down complex coding problems into structured, self-auditing thought steps with branching and revision capabilities.

  Last updated 2026-02-09

  1

  88

  255

  MIT

• Microsoft 365 Core MCP Server

  roycedamien

  A

  security

  A

  license

  -

  quality

  Universal Microsoft Graph API gateway providing access to 1000+ endpoints for managing Microsoft 365 services including Teams, SharePoint, Exchange, Intune, security, compliance, and Azure AD with dynamic tool generation and advanced features like batch operations and webhooks.

  Last updated 2026-02-18

  55

  MIT

• DBT Core MCP Server

  NiclasOlofsson

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to interact with DBT (Data Build Tool) projects, allowing them to query project metadata, inspect models and sources, view compiled SQL, and run DBT commands.

  Last updated 2026-03-30

  12

  11

  MIT

• Roo Code Memory Bank MCP

  IncomeStreamSurfer

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to maintain persistent project context across sessions by storing and retrieving structured information in markdown files organized in a memory bank directory.

  Last updated 2025-04-29

  4

  57

  Apache 2.0

• mcp-server-code-runner

  formulahendry

  A

  security

  A

  license

  -

  quality

  MCP Server for running code snippet and show the result.

  Last updated 2026-02-05

  1

  727

  242

  MIT

• Microsoft 365 Core MCP Server

  DynamicEndpoints

  A

  security

  A

  license

  -

  quality

  Provides comprehensive management of Microsoft 365 services including Exchange, SharePoint, Teams, Azure AD, Intune device management, security & compliance frameworks, and universal access to 1000+ Microsoft Graph API endpoints with advanced features like batch operations, delta queries, and real-time webhooks.

  Last updated 2026-01-06

  50

  15

  MIT

• Deep Code Reasoning MCP Server

  haasonsaas

  A

  security

  A

  license

  -

  quality

  Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.

  Last updated 2026-03-28

  10

  104

  MIT

• WordPress Code Review MCP

  miniOrangeDev

  A

  security

  A

  license

  -

  quality

  A lightweight, configurable server that fetches coding guidelines, security rules, and validation patterns from external sources to help development teams maintain code quality standards in WordPress projects.

  Last updated 2025-10-26

  3

  5

  MIT

• code-index-mcp

  johnhuang316

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

  Last updated 2026-04-08

  13

  895

  MIT

• Code Editor MCP Server

  TripQi

  A

  security

  A

  license

  -

  quality

  Enables safe, concurrent file system operations with sandboxed directory access control, automatic encoding detection, optimistic locking, and precise code editing capabilities including search-replace and batch operations.

  Last updated 2026-01-12

  10

  5

  MIT

• Code Research MCP Server

  nahmanmate

  A

  security

  A

  license

  -

  quality

  Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.

  Last updated 2025-02-14

  6

  43

  AGPL 3.0

• open-code-review

  raye-deng

  A

  security

  F

  license

  A

  quality

  AI-powered code review tool that detects AI-generated code defects invisible to traditional linters — hallucinated packages, deprecated APIs, cross-file contradictions, hidden security anti-patterns, and over-engineering. Works as a standalone CLI, GitHub Action, or MCP server. Supports TypeScript, Python, Java, Go, and Kotlin. Free for individuals, no API key required.

  Last updated 2026-04-14

  4

  10

• Code Firewall MCP

  egoughnour

  A

  security

  A

  license

  -

  quality

  A security filter that blocks dangerous code patterns by comparing normalized structural syntax trees against a blacklist of known threats using vector embeddings. It acts as a gatekeeper to prevent malicious code execution by identifying dangerous structures regardless of specific identifiers or literals.

  Last updated 2026-01-19

  11

  MIT

• code-mode-toon

  ziad-hsn

  A

  security

  A

  license

  -

  quality

  A lightweight Model Context Protocol (MCP) orchestrator designed for efficiency at scale. It features TOON compression (reducing token usage by 30-90%) and Lazy Loading, making it the ideal solution for complex, multi-tool agentic workflows.

  Last updated 2026-01-22

  1

  13

  MIT

• QR Code Generator MCP

  Kalypsokichu-code

  A

  security

  A

  license

  -

  quality

  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

• GitLab MCP Code Review

  ffpy

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.

  Last updated 2025-12-03

  12

  3

  MIT

• QR Code By API Ninjas MCP

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables generation of customizable QR codes through the API Ninjas service, supporting multiple image formats (PNG, JPG, SVG, EPS) with configurable colors and sizes.

  Last updated 2025-12-07

  1

  MIT

• Code Sandbox MCP Server

  philschmid

  A

  security

  A

  license

  -

  quality

  A secure Model Context Protocol server that allows AI assistants and LLM applications to safely execute Python and JavaScript code snippets in containerized environments.

  Last updated 2025-07-22

  2

  199

  MIT

• Claude Code MCP Server

  steipete

  A

  security

  A

  license

  -

  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

  446

  1,214

  MIT

• Code Search MCP Server

  raintear94

  A

  security

  A

  license

  -

  quality

  High-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.

  Last updated 2025-12-30

  3

  11

  MIT

• Code Screenshot Generator

  MoussaabBadla

  A

  security

  A

  license

  -

  quality

  Enables generating beautiful syntax-highlighted code screenshots with professional themes directly from Claude. Supports file reading, line selection, git diff visualization, and batch processing across 20+ programming languages.

  Last updated 2025-11-06

  4

  8

  43

  MIT

• Code Snippet Server

  ngeojiajun

  A

  security

  A

  license

  -

  quality

  A MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.

  Last updated 2025-07-14

  3

  2

  7

  MIT

• Claude Code Review MCP

  praneybehl

  A

  security

  A

  license

  -

  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

• content-core

  lfnovo

  A

  security

  A

  license

  -

  quality

  Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

  Last updated 2026-04-14

  1

  147

  MIT

• roampal-core

  roampal-ai

  A

  security

  A

  license

  C

  quality

  Outcome-based persistent memory for AI coding tools.

  Last updated 2026-04-15

  6

  43

  Apache 2.0

• Code Executor MCP Server

  CSOAI-ORG

  -

  security

  A

  license

  -

  quality

  Provides sandboxed code execution for AI agents with support for Python, JavaScript, and shell commands. Includes comprehensive safety features like destructive pattern blocking, timeout protection, and restricted file access for secure production use.

  Last updated 2026-04-15

  MIT

• Code-MCP

  millsydotdev

  A

  security

  F

  license

  -

  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

  15

  MIT

• Node Code Sandbox MCP

  mozicim

  A

  security

  F

  license

  -

  quality

  A secure Node.js execution environment that allows coding agents and LLMs to run JavaScript dynamically, install NPM packages, and retrieve results while adhering to the Model Control Protocol.

  Last updated 2026-03-13

  7

  49

  4

• code-context-mcp

  VelimirMueller

  -

  security

  A

  license

  -

  quality

  Indexes codebases into a SQLite database to provide metadata, exports, dependency graphs, and change tracking for JS/TS projects. It enables users to search for symbols, map internal dependencies, and monitor file changes through MCP tools and a web dashboard.

  Last updated 2026-04-15

  101

  3

  MIT

• code-analyze-mcp

  clouatre-labs

  -

  security

  A

  license

  -

  quality

  Standalone MCP server for code structure analysis using tree-sitter. Directory trees, symbol definitions, and call graphs without reading raw source files. Supports Rust, Python, Go, Java, TypeScript, Fortran, JavaScript, C/C++, and C#. Benchmarked up to 68% fewer tokens vs native tools.

  Last updated 2026-04-14

  3

  Apache 2.0

• Code Sandbox MCP

  Automata-Labs-team

  -

  security

  A

  license

  -

  quality

  An MCP server to create secure code sandbox environment for executing code within Docker containers.

  Last updated 2025-03-23

  319

  MIT

• Code Review MCP

  shadabbi

  A

  security

  -

  license

  -

  quality

  Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diffs, running static analysis tools (ESLint, Prettier, TypeScript, Semgrep), executing tests, and generating detailed code review reports with inline comments.

  Last updated 2025-08-10

  9

  2,977

  1

  MIT