"Papers With Code" matching MCP servers:

• Papers with Code MCP Server

  philglazer

  -

  security

  F

  license

  -

  quality

  Enables searching and discovering machine learning papers, state-of-the-art benchmarks, tasks, datasets, methods, and leaderboards from Papers with Code. Supports mapping papers to their benchmark results and browsing evaluation tables.

  Last updated 2025-12-26

• Code Mode MCP Server

  cexll

  -

  security

  F

  license

  -

  quality

  Executes TypeScript code in a secure sandbox with IPC-bridged access to MCP tools like filesystem operations and network requests.

  Last updated 2025-11-09

  3

• 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

• MCP Code Mode

  hoangnb24

  -

  security

  F

  license

  -

  quality

  Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.

  Last updated 2025-11-24

  22

• Huggingface Daily Papers

  huangxinping

  A

  security

  A

  license

  -

  quality

  A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.

  Last updated 2025-08-28

  3

  4

  MIT

• Code Mode MCP Server

  jx-codes

  -

  security

  F

  license

  -

  quality

  Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code instead of direct tool calls. Provides a code execution sandbox that accesses MCP servers through HTTP proxy endpoints.

  Last updated 2025-10-09

  8

  116

• Scientific Paper Reading

  Lxy-hqu

  -

  security

  F

  license

  -

  quality

  Enables local analysis of scientific papers including PDF parsing, mathematical formula extraction with AST generation, PyTorch code generation from methodology, and automated Markdown report generation with visualizations.

  Last updated 2025-12-09

  12

• Claude Code Connector MCP

  itsocialist

  A

  security

  F

  license

  -

  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

• GitLab Code Review MCP Server

  thaihoangminh

  -

  security

  F

  license

  -

  quality

  Enables AI assistants to interact with GitLab merge requests, review code changes, search projects, and create draft comments for code review workflows.

  Last updated 2025-07-03

  13

• 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

  336

  1,234

  MIT

• 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 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

  5

  11

  MIT

• MCP Code Editor

  alejoair

  -

  security

  A

  license

  -

  quality

  A FastMCP server providing powerful code editing tools including precise file modifications with diff-based operations, file creation and reading with line numbers, and more tools for code editing workflows.

  Last updated 2025-08-05

  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

  3

  13

  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

  45

  4

• 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

• MCP Code Crosscheck

  olaservo

  -

  security

  A

  license

  -

  quality

  Enables AI-assisted code review with bias mitigation strategies through cross-model evaluation and bias-aware prompting. Detects AI-generated code from commit authors and provides structured reviews with security, performance, and maintainability analysis.

  Last updated 2025-06-23

  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

• 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

• 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-Index-MCP

  ViperJuice

  -

  security

  A

  license

  -

  quality

  Local-first code indexer that provides deep code understanding for Claude and other LLMs with symbol/text search across 48+ languages, semantic search capabilities, and real-time index updates through the Model Context Protocol.

  Last updated 2026-04-07

  48

  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

• Code Executor MCP Server

  aberemia24

  -

  security

  A

  license

  -

  quality

  Universal MCP server for executing TypeScript and Python code with progressive disclosure, reducing token usage by 98% by enabling on-demand access to all other MCP tools through code execution rather than loading tool definitions directly.

  Last updated 2025-11-24

  33

  130

  MIT

• Confluence-Based Code Review

  nakada-memo

  -

  security

  F

  license

  -

  quality

  An MCP server that performs code reviews by comparing local source code against design documents stored in Confluence. It integrates with Atlassian MCP servers to analyze documentation and provide suggestions for quality improvement based on design specifications.

  Last updated 2025-08-30

• Code MCP Server

  agentics-ai

  -

  security

  A

  license

  -

  quality

  An experimental MCP server that enables AI assistants to interact with VS Code workspaces through file operations, code execution, and Git management. It also provides tools for Docker integration, project scaffolding, and secure command execution using project-specific configurations.

  Last updated 2026-01-26

  15

  3

  MIT

• milvus-sdk-code-helper

  Shawnzheng011019

  -

  security

  A

  license

  -

  quality

  An MCP server designed to assist with generating, converting, and translating Milvus SDK code by retrieving relevant documentation and snippets. It supports PyMilvus code generation, ORM-to-client conversion, and cross-language translation between Python, Java, Go, and other supported languages.

  Last updated 2025-08-11

  2

  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

• MCP Code Indexer

  zxfgds

  -

  security

  F

  license

  -

  quality

  A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.

  Last updated 2025-03-04

  37

• Code Context MCP Server

  fkesheh

  -

  security

  A

  license

  -

  quality

  An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.

  Last updated 2025-11-13

  24

  MIT

• Claude Code Gemini MCP

  ShunL12324

  A

  security

  F

  license

  -

  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

• 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 Knowledge MCP Server

  davidvc

  -

  security

  F

  license

  -

  quality

  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

  22

• 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

• Code Review MCP Server

  crazyrabbitLTC

  A

  security

  F

  license

  -

  quality

  Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.

  Last updated 2025-03-24

  2

  33

• MCP Code Sandbox Server

  chrishayuk

  -

  security

  F

  license

  -

  quality

  An extensible Message Communication Protocol server that provides secure code execution capabilities in isolated sandbox environments, compatible with Claude for Desktop and other MCP clients.

  Last updated 2025-03-14

  16

• 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

• 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

• Code Context Manager

  theraaz

  -

  security

  A

  license

  -

  quality

  Provides intelligent code context management and semantic search capabilities for software development, enabling natural language queries to find relevant code snippets, functions, and classes across Python, JavaScript, TypeScript, and SQL codebases.

  Last updated 2025-10-05

  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 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

• MCP Code Analysis & Quality

  cbunting99

  -

  security

  A

  license

  -

  quality

  Provides comprehensive code analysis through three MCP servers: static analysis for code quality and security, dependency analysis for package management and vulnerabilities, and complexity analysis for maintainability assessment across multiple programming languages.

  Last updated 2026-01-07

  1

  MIT

• ArXiv Paper MCP

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables searching, retrieving, and parsing academic papers from arXiv, including keyword search, PDF downloads, content extraction from HTML/PDF formats, and accessing the latest AI research papers.

  Last updated 2025-12-04

  4

  6

  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 Graph Context

  andrew-hernandez-paragon

  -

  security

  A

  license

  -

  quality

  Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

  Last updated 2026-04-14

  927

  13

  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

  222

  BSD Zero Clause

• 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

  4

  43

  MIT

• GitLab Code Review MCP

  lininn

  -

  security

  A

  license

  -

  quality

  Enables AI assistants to review GitLab merge requests by fetching diffs, analyzing code changes, adding comments, and managing approvals through the GitLab API. Supports comprehensive merge request analysis and version comparison for automated code review workflows.

  Last updated 2025-08-26

  3

  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

• Persistent-Code MCP Server

  sparshdrolia

  -

  security

  F

  license

  -

  quality

  Creates and maintains a semantic knowledge graph of code that allows maintaining context across sessions with Claude, providing advanced search capabilities without requiring the entire codebase in the context window.

  Last updated 2025-04-10

  6

• 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

  3,006

  1

  MIT