"Enhance AI Coding Accuracy in Windsurf Code Editor by Codeium" matching MCP servers:

• Windsurf AI Interceptor

  bddda

  F

  license

  -

  quality

  C

  maintenance

  An MCP server that automates the continuation of AI tasks by intercepting tool calls and injecting user instructions directly back into the execution flow. It eliminates the need for manual 'continue' prompts, enabling an uninterrupted and automated code generation loop.

  Last updated 2026-03-16

  4

• MCP Code Editor

  alejoair

  A

  license

  -

  quality

  C

  maintenance

  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 Editor MCP Server

  TripQi

  A

  license

  A

  quality

  C

  maintenance

  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
• 

  @avclabs.ai/enhance-mcpofficial

  avclabs

  A

  license

  A

  quality

  C

  maintenance

  Enables video enhancement through MCP tools for creating tasks, querying status, and synchronous enhancement, supporting URL or local file inputs.

  Last updated 2026-04-30

  3

  71

  Apache 2.0

• ast-editor

  kambleakash0

  A

  license

  A

  quality

  A

  maintenance

  AST-targeted code editing MCP server with 28 surgical tools for structural edits across 11 languages. Built on tree-sitter, replaces brittle search/replace with byte-correct edits keyed by symbol names.

  Last updated 2026-05-06

  8

  28

  MIT

• editor-mcp

  danielpodrazka

  A

  license

  C

  quality

  C

  maintenance

  A Python-based text editor server built with FastMCP that provides tools for file operations. This server enables reading, editing, and managing text files through a standardized API following a multi-step process.

  Last updated 2025-08-21

  14

  14

  MIT
• 

  QR Code AI MCPofficial

  CSOAI-ORG

  A

  license

  -

  quality

  B

  maintenance

  QR Code AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-05-08

  213

  MIT

• Code Reviewer AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  B

  maintenance

  Code Reviewer AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-05-08

  96

  MIT

• code-guard-ai

  negraodenio

  A

  license

  -

  quality

  C

  maintenance

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

  Last updated 2026-04-22

  5

  MIT

• In Memoria

  pi22by7

  A

  license

  -

  quality

  C

  maintenance

  Persistent memory and pattern learning for AI coding assistants via MCP.

  Last updated 2025-12-23

  81

  167

  MIT

• Smart Coding MCP

  omar-haris

  A

  license

  A

  quality

  B

  maintenance

  Provides intelligent semantic code search using local AI embeddings, enabling natural language queries to find relevant code by meaning rather than exact keywords. Indexes codebases in the background with smart project detection and privacy-first local processing.

  Last updated 2026-01-06

  6

  51

  197

  MIT

• mcp-editor

  arathald

  A

  license

  B

  quality

  C

  maintenance

  A TypeScript MCP server port of Anthropic's filesystem editing tools, allowing file manipulation via client-approved operations without automated writes to prevent system harm.

  Last updated 2025-02-20

  5

  8

  MIT

• Vibe Coding Documentation MCP

  MUSE-CODE-SPACE

  A

  license

  B

  quality

  B

  maintenance

  Automatically collects, summarizes, and documents code from vibe coding sessions, generating multiple document types (README, DESIGN, TUTORIAL, etc.) and publishing them to platforms like Notion, GitHub Wiki, and Obsidian.

  Last updated 2025-12-27

  15

  37

  MIT

• QR Code By API Ninjas MCP

  BACH-AI-Tools

  A

  license

  B

  quality

  C

  maintenance

  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

• Realty In Au MCP Server

  BACH-AI-Tools

  A

  license

  B

  quality

  C

  maintenance

  Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.

  Last updated 2025-12-07

  13

  MIT

• mcp-rfc-editor

  daedalus

  F

  license

  B

  quality

  B

  maintenance

  An MCP server for creating, loading, and editing RFC TXT documents using the rfc-editor Python library. It provides a suite of tools to manage document components including sections, abstracts, titles, and author metadata.

  Last updated 2026-04-22

  29

• Realty In Ca1 MCP Server

  BACH-AI-Tools

  A

  license

  B

  quality

  C

  maintenance

  Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.

  Last updated 2025-12-07

  MIT

• CSV Editor

  santoshray02

  A

  license

  B

  quality

  C

  maintenance

  Comprehensive CSV processing MCP server with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files

  Last updated 2026-04-20

  39

  23

  MIT
• 

  PlayCanvas Editor MCP Serverofficial

  playcanvas

  A

  license

  C

  quality

  D

  maintenance

  An MCP Server that enables LLMs to build real-time 3D web applications in the PlayCanvas Editor.

  Last updated 2026-01-13

  21

  17

  109

  MIT

• All-in-MCP

  isomoes

  A

  license

  C

  quality

  B

  maintenance

  Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

  Last updated 2026-02-07

  7

  2

  MIT