"Using Code to Create a PowerPoint Presentation" matching MCP servers:

• code-to-tree

  micl2e2

  A

  license

  -

  quality

  F

  maintenance

  code-to-tree

  Last updated 2026-03-14

  87

  MIT

• MCP as a Judge

  OtherVibes

  A

  license

  -

  quality

  C

  maintenance

  A validation layer for AI coding assistants that enforces explicit LLM evaluations on plans, code diffs, and tests to ensure safer and higher-quality code.

  Last updated 2025-12-15

  17

  MIT

• code-index

  achreftlili

  A

  license

  -

  quality

  C

  maintenance

  A local, SQLite-backed code index for Claude Code, exposed over MCP, enabling targeted code retrieval without external APIs.

  Last updated 2026-05-14

  MIT

• code-intel

  nairraf

  A

  license

  -

  quality

  C

  maintenance

  Provides semantic code search and code insights via a knowledge graph, enabling AI to understand, navigate, and modify complex projects with deep dependency and architecture analysis.

  Last updated 2026-03-22

  MIT

• code-grapher

  mufasadb

  F

  license

  -

  quality

  D

  maintenance

  Enables Claude to intelligently analyze and query codebases using knowledge graphs, supporting natural language code search, relationship discovery, and incremental updates.

  Last updated 2025-08-06

  11

• code-graph

  osadan

  -

  license

  -

  quality

  B

  maintenance

  Enables querying cross-repo code dependencies, HTTP routes, database tables, and queues via an MCP server using Cypher queries.

  Last updated 2026-07-20

• Code Memory

  kapillamba4

  A

  license

  A

  quality

  B

  maintenance

  MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.

  Last updated 2026-05-20

  7

  46

  MIT

• semantic-code-mcp

  vrppaul

  F

  license

  A

  quality

  D

  maintenance

  A local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.

  Last updated 2026-03-08

  3

  2

• kimi-code-mcp

  oni-chan69

  A

  license

  A

  quality

  C

  maintenance

  Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 through the Model Context Protocol, with session caching and parallel processing to reduce costs and time.

  Last updated 2026-06-16

  7

  16

  1

  MIT

• code-context

  nachogeinfor-ops

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that provides dynamic codebase context to Claude Code through tools like hybrid search, recent changes, and symbol definitions, enhancing AI-assisted coding with local RAG.

  Last updated 2026-05-20

  8

  MIT

• code-review-mcp

  AlanNiew

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that provides local code quality analysis for AI coding assistants, supporting file analysis, git diff review, and full project scanning with quality scoring.

  Last updated 2026-06-18

  4

  2

  MIT

• 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

• code-graph-mcp

  dorkian

  A

  license

  A

  quality

  C

  maintenance

  Indexes a mono-repo into a knowledge graph and provides MCP tools to query code structure—packages, components, routes, HTTP calls—without file reads or grep round-trips.

  Last updated 2026-07-05

  7

  274

  MIT

• cerebro-code-memory

  marcodavidd020

  A

  license

  A

  quality

  A

  maintenance

  Persistent code-knowledge memory across AI chat sessions, caching code understanding in a SQLite brain and providing MCP tools for code analysis, search, and documentation.

  Last updated 2026-07-04

  16

  6

  MIT

• code-index

  RaviIITk

  A

  license

  A

  quality

  C

  maintenance

  Provides structural, queryable understanding of a Python codebase via MCP tools, enabling direct lookups for callers, dependencies, and class hierarchies without repeated grep/read cycles.

  Last updated 2026-07-11

  6

  Apache 2.0
• 

  @shareworker/code-review-mcpofficial

  shareworker

  A

  license

  A

  quality

  C

  maintenance

  Deterministic code review MCP server that provides tools for file selection, rule matching, comment positioning, and reflection, ensuring stable review quality without LLM calls.

  Last updated 2026-07-18

  5

  630

  MIT

• Ndlovu Code Reviewer

  shaunie2fly

  A

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to perform comprehensive code reviews of local uncommitted changes by combining git diffs with static analysis from linters like ESLint and TypeScript. Returns structured JSON feedback with findings, suggestions, and quality assessments powered by Google's Gemini CLI.

  Last updated 2025-11-10

  1

  491

  2

  MIT

• MCP Code Sanitizer

  notasandy

  A

  license

  A

  quality

  A

  maintenance

  Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and security issues in your code. Supports analyze, compare versions, explain code, generate tests, and HTML reports.

  Last updated 2026-05-15

  7

  2

  MIT

• code-index-mcp

  Krat12

  F

  license

  A

  quality

  B

  maintenance

  Self-hosted hybrid code search MCP server with text, symbol, and semantic search layers. Runs locally, no third-party MCP servers, LSP, or SaaS.

  Last updated 2026-06-27

  8

• code-index-mcp

  johnhuang316

  A

  license

  A

  quality

  B

  maintenance

  A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

  Last updated 2026-05-11

  14

  980

  MIT