"Lens" matching MCP servers:

• lens

  tools-for-agents

  A

  license

  -

  quality

  B

  maintenance

  Provides token-efficient code retrieval for coding agents by indexing repositories and enabling ranked snippet search, symbol outlines, and surgical line reads.

  Last updated 2026-07-23

  MIT

• lens-mcp

  segentic-lab

  A

  license

  A

  quality

  A

  maintenance

  Deterministic navigation maps over code AND markdown for AI agents: one MCP server, two lenses (tree-sitter TS/JS/Python + markdown). Map a whole project, read one function or one doc-section, ~99% less context. Merges codelens + docslens.

  Last updated 2026-07-06

  13

  1

  AGPL 3.0

• 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

  50

  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

• mcp-file-lens

  solatis

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that provides a flexible lens into directory structures and files, enabling LLM clients to efficiently navigate and understand codebases with minimal noise. It offers secure, gitignore-aware file access with tools like directory listing, file reading, and grep-like search.

  Last updated 2025-06-22

  1

  MIT

• django-orm-lens

  FROWNINGdev

  A

  license

  A

  quality

  A

  maintenance

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

  Last updated 2026-08-01

  5

  48

  MIT

• token-lens-mcp

  mdfifty50-boop

  A

  license

  -

  quality

  -

  maintenance

  Enables analyzing and optimizing context window token usage by measuring, compressing, and eliminating waste from MCP tool definitions.

  Last updated 2026-04-24

  65

  MIT

• Repo Lens MCP Server

  YohannHommet

  A

  license

  -

  quality

  C

  maintenance

  Cross-repository code intelligence server that enables AST-based search for functions, classes, types, and API routes across local JavaScript/TypeScript and PHP repositories.

  Last updated 2026-03-26

  11

  AGPL 3.0
• 

  @storybloq/lensesofficial

  Storybloq

  A

  license

  -

  quality

  B

  maintenance

  Enables multi-lens code review by running 8 specialized reviewers in parallel, deduplicating findings, and producing a single verdict.

  Last updated 2026-07-05

  76

  16

  PolyForm Noncommercial 1.0.0

• sens

  iiTzSenn

  A

  license

  -

  quality

  A

  maintenance

  Provides MCP tools for Claude Code to query a project's codebase via a compact index, reducing token usage and context bloat by enabling symbol lookup, usage tracking, and dead-code detection.

  Last updated 2026-07-09

  806

  2

  MIT

• simple_mcp

  LENA-EE

  A

  license

  -

  quality

  A

  maintenance

  MCP server for analyzing Perl code with Perl::Critic, enabling code quality checks via both file paths and direct code input.

  Last updated 2026-05-17

  MIT

• jvmsrc

  Sintexer

  A

  license

  -

  quality

  A

  maintenance

  An MCP server that gives coding agents IDE-like access to JVM classpaths by querying the actual build tool, providing precise source code, signatures, and structure without cache-walking or version guesswork.

  Last updated 2026-07-28

  55

  3

  MIT