"Less" matching MCP servers:

• code-lens

  j0hanz

  A

  license

  A

  quality

  C

  maintenance

  Gemini-powered MCP server for automated code review, analysis, and documentation.

  Last updated 2026-03-09

  13

  116

  MIT

• DeviceLens MCP

  Dark-Hunt3r1

  A

  license

  A

  quality

  B

  maintenance

  A local, detection-first Windows MCP server that groups Device Manager interfaces into physical devices, provides explanations, and enables read-only inspection and update auditing without modifying any devices or drivers.

  Last updated 2026-07-16

  10

  GPL 3.0

• bookmark-lens

  cornelcroi

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to save, search, and manage bookmarks with semantic search, automatic metadata extraction, and optional LLM-powered enrichment, all running locally.

  Last updated 2025-11-16

  8

  5

  MIT

• es-error-lens

  TerraCo89

  A

  license

  A

  quality

  C

  maintenance

  Enables LLM agents to search and analyze Elasticsearch logs for errors, detect recurring patterns, analyze error-rate trends, and retrieve full trace context through MCP tools.

  Last updated 2026-07-10

  6

  MIT

• django-orm-lens

  FROWNINGdev

  A

  license

  A

  quality

  B

  maintenance

  Static-analysis MCP server for Django models. 5 read-only tools for AI coding agents.

  Last updated 2026-07-24

  5

  37

  MIT

• IIITH Mess MCP

  Kallind

  A

  license

  A

  quality

  D

  maintenance

  Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal registrations, view menus, and track billing. It supports conversational commands for tasks like cancelling meals, estimating nutrition, and checking account balances.

  Last updated 2026-03-29

  45

  5

  AGPL 3.0

• upnote-lens-mcp

  AwesomeHye

  A

  license

  B

  quality

  B

  maintenance

  A hybrid MCP server that reads UpNote notes from the local SQLite database (returns actual text) and writes/opens notes via the upnote:// URL scheme, enabling search, retrieval, creation, and navigation of notes.

  Last updated 2026-06-04

  10

  1

  MIT

• rails-lens

  ei-nakamura

  A

  license

  B

  quality

  D

  maintenance

  An MCP server that exposes Ruby on Rails implicit dependencies like callbacks, associations, and concerns to AI coding tools.

  Last updated 2026-04-28

  19

  MIT

• Lens-MCP

  Hqzdev

  A

  license

  C

  quality

  C

  maintenance

  Lens-MCP is a read-only Postgres MCP server that lets AI agents inspect and query approved database data safely.

  Last updated 2026-07-04

  4

  1

  MIT