"Using Qdrant vector database for code indexing" matching MCP servers:

• claude-database-tools

  Cyronius

  A

  license

  A

  quality

  D

  maintenance

  A SQL Server CLI and MCP server for Claude Code that supports standard SQL Server authentication for database interaction and management. It enables users to perform schema exploration, execute queries, and manage data records with built-in SQL injection prevention.

  Updated 8 months ago (2025-12-14 18:08 UTC)

  12

  5

  MIT

• MCE — MCP Code Execution

  hypen-code

  A

  license

  -

  quality

  B

  maintenance

  Provides a sandboxed Docker environment for executing Python code against API endpoints, exposing tools for discovery, inspection, execution, and reuse.

  Updated 4 months ago (2026-04-23 07:33 UTC)

  10

  MIT

• Claude Code MCP

  jawkjiang

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to interact programmatically with Claude Code CLI, managing sessions, streaming outputs, and handling permission requests.

  Updated 7 months ago (2026-02-03 05:11 UTC)

  7

  13

  1

  MIT

• Code Sandbox MCP

  tobiasGuta

  A

  license

  A

  quality

  B

  maintenance

  Creates short-lived, offline JavaScript sandbox containers for safe code execution via MCP, with no network access and strict resource limits.

  Updated a month ago (2026-07-22 12:54 UTC)

  7

  MIT

• code-tools-mcp

  Ricii2024

  A

  license

  -

  quality

  C

  maintenance

  Enables file reading with pagination and regex-based code search across a codebase using grep.

  Updated 2 months ago (2026-06-20 04:24 UTC)

  22

  MIT

• claude-for-hermes

  7D-codes

  A

  license

  -

  quality

  B

  maintenance

  A local MCP server that lets Hermes supervise Claude Code, delegating focused coding, research, or review tasks to the Claude Code CLI and managing worker sessions, background jobs, cancellations, and read-only reviews.

  Updated 13 days ago (2026-08-06 13:39 UTC)

  2

  MIT

• Claude Code MCP

  sarthchawla

  F

  license

  -

  quality

  B

  maintenance

  Delegates coding tasks to the local Claude Code CLI via MCP, offering run, review, and status tools for MCP-compatible agents.

  Updated 13 days ago (2026-08-06 09:33 UTC)

  21

• Dynamic Code Executor MCP

  rafalswiderski

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to execute code in isolated sandboxes with support for Python, JavaScript, and TypeScript, featuring intelligent caching and semantic search for code reuse.

  Updated 8 days ago (2026-08-11 12:42 UTC)

  9

  MIT

• claude-desktop-to-code

  abhaymettu

  A

  license

  -

  quality

  B

  maintenance

  MCP server that routes Claude Desktop chat into Claude Code, enabling headless execution and terminal handoff with session continuity.

  Updated 2 days ago (2026-08-17 02:28 UTC)

  MIT

• Claude Code MCP Server

  trickv

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that allows Claude Desktop to remotely control Claude Code instances for executing commands and managing files.

  Updated 10 months ago (2025-10-21 01:40 UTC)

  61

  GPL 3.0

• Claude Code MCP Bridge

  MagicTurtle-s

  A

  license

  -

  quality

  D

  maintenance

  A transparent message ferry between Claude Desktop and Claude Code CLI, enabling task delegation with any MCP configuration without the bridge needing to know about specific MCPs.

  Updated 9 months ago (2025-11-23 18:36 UTC)

  1

  MIT

• MikroTik MCP for n8n

  Foninhoiuri

  A

  license

  -

  quality

  A

  maintenance

  Enables n8n AI agents to manage MikroTik routers via SSH/SSE, providing tools for firewall, DNS, DHCP, WireGuard, interfaces, queues, backup, users, logs, and routes.

  Updated 8 days ago (2026-08-11 23:48 UTC)

  MIT

• Claude Code CLI MCP Server

  bill-kopp-ai-dev

  F

  license

  -

  quality

  B

  maintenance

  Provides a secure interface to run Anthropic's Claude Code CLI as an MCP server, enabling task execution, persistent memory, and integration with MCP-enabled IDEs.

  Updated a month ago (2026-07-09 01:05 UTC)

• Code Execution MCP Server

  TerminallyLazy

  F

  license

  -

  quality

  D

  maintenance

  Enables AI agents to execute terminal commands and Python code on the host system with session management and smart output handling, leveraging Agent Zero's proven implementation.

  Updated 10 months ago (2025-10-13 12:35 UTC)

  2

• Claude Code Manager WAN

  medelmouhajir

  F

  license

  -

  quality

  C

  maintenance

  Enables ISLI agents and MCP clients to dispatch natural-language coding and terminal tasks to a locally-installed Claude Code CLI, supporting both one-shot execution and persistent sessions with workspace and security controls.

  Updated a month ago (2026-07-15 09:31 UTC)

• Claude Code Control MCP

  marc-shade

  F

  license

  -

  quality

  D

  maintenance

  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.

  Updated 6 months ago (2026-02-22 01:38 UTC)

• cursor-code-mcp

  guheng-re

  F

  license

  -

  quality

  C

  maintenance

  Connects Windows-based Codex to the Cursor Agent CLI in WSL, providing a run_cursor tool to execute tasks in specified working directories and resume sessions per directory.

  Updated 5 days ago (2026-08-14 06:24 UTC)

• gef-mcp-for-ctf

  guaidao2

  F

  license

  -

  quality

  D

  maintenance

  GDB Enhanced Features MCP server for remote debugging and CTF exploitation with 41 specialized tools including ROP search, format-string detection, and memory patching.

  Updated a month ago (2026-07-07 02:18 UTC)

  9

• ssh-for-agents

  WilliamSmithEdward

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to execute SSH commands, read files, and list directories on remote hosts with a configurable command-safety policy.

  Updated 2 months ago (2026-06-18 19:10 UTC)

  5

  MIT

• vs-code-mcp-server

  aditya-613

  A

  license

  B

  quality

  D

  maintenance

  Provides AI assistants with VS Code integration for file operations, command execution, project analysis, and development workflow automation.

  Updated a month ago (2026-07-20 05:20 UTC)

  29

  MIT