"Code indexing or code search" matching MCP servers:

• mcp-server-bm25-code-search

  toaruR

  A

  license

  A

  quality

  C

  maintenance

  Enables fast, low-token code search for AI coding agents via a local BM25 engine built on SQLite FTS5, with support for camelCase, snake_case, and Japanese text. Provides a stateless MCP stdio server and a Hermes adapter for multi-agent environments.

  Updated 8 hours ago (2026-08-14 12:41 UTC)

  1

  MIT

• Code Search MCP Server

  raintear94

  A

  license

  A

  quality

  D

  maintenance

  High-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.

  Updated 8 months ago (2025-12-30 03:51 UTC)

  3

  11

  MIT

• MCP Server Code Execution Mode

  elusznik

  A

  license

  A

  quality

  D

  maintenance

  Executes Python code in isolated rootless containers while proxying MCP server tools, reducing context overhead by 95%+ and enabling complex multi-tool workflows through sandboxed code execution.

  Updated 8 months ago (2025-12-05 11:39 UTC)

  1

  337

  GPL 3.0

• Code Index MCP

  marksolly

  A

  license

  A

  quality

  D

  maintenance

  Intelligent code indexing and analysis for Large Language Models, enabling advanced search, file analysis, and real-time monitoring of codebases.

  Updated 10 months ago (2025-10-27 06:31 UTC)

  12

  MIT

• Code Indexing MCP

  MarcinHamiga

  A

  license

  C

  quality

  B

  maintenance

  A local-only codebase indexer that extracts syntax-aware chunks, creates embeddings locally, and enables semantic code search and symbol lookup via MCP.

  Updated 6 hours ago (2026-08-14 14:59 UTC)

  9

  MIT

• deepseek-code-worker-mcp

  louchi1984-coder

  A

  license

  -

  quality

  A

  maintenance

  Offloads expensive code reading, editing, and checking tasks to DeepSeek through Claude Code, saving Codex main-thread tokens by 40-60%.

  Updated 3 months ago (2026-05-29 03:02 UTC)

  98

  MIT

• code-atlas

  lusiem

  A

  license

  -

  quality

  B

  maintenance

  Multi-language code intelligence MCP server providing structured code analysis including symbol search, references, hierarchies, and change impact. Supports 25 languages with persistent indexing and LSP integration.

  Updated 11 days ago (2026-08-04 05:12 UTC)

  57

  MIT

• Claude Code Conversation

  TonySimonovsky

  A

  license

  -

  quality

  D

  maintenance

  Enables searching all Claude Code conversations across projects using natural language queries and instantly provides resume commands to continue discussions.

  Updated a year ago (2025-09-28 01:09 UTC)

  75

  5

  MIT
• 

  Semantic Code Search MCPofficial

  elastic

  F

  license

  -

  quality

  D

  maintenance

  Provides AI coding agents with structured access to indexed codebases via semantic search, symbol analysis, and file reading tools.

  Updated 17 hours ago (2026-08-14 03:55 UTC)

  12

• local-code-intel-mcp

  tungvt93

  F

  license

  -

  quality

  D

  maintenance

  Provides code intelligence by indexing source code into SQLite and offering MCP tools for symbol search, flow tracing, and context retrieval to assist with code navigation and understanding.

  Updated 4 months ago (2026-04-04 05:30 UTC)

• Code Mode MCP Server

  cexll

  F

  license

  -

  quality

  D

  maintenance

  Executes TypeScript code in a secure sandbox with IPC-bridged access to MCP tools like filesystem operations and network requests.

  Updated 9 months ago (2025-11-09 15:00 UTC)

  3

• Workspace Code Search MCP

  LuotoCompany

  F

  license

  -

  quality

  D

  maintenance

  A Python-based local indexing server that creates semantic search capabilities for codebases using ChromaDB, allowing Cursor IDE to perform vector searches on your code without sending data to external services.

  Updated a year ago (2025-03-20 09:06 UTC)

  34

• Code Search MCP

  LLMTooling

  F

  license

  -

  quality

  D

  maintenance

  Enables LLMs to perform high-performance code search and analysis across multiple languages using symbol indexing, regex text search, and structural AST pattern matching. It also provides tools for technology stack detection and dependency analysis with persistent caching for optimized performance.

  Updated 7 months ago (2026-01-21 04:08 UTC)

  7

• clever-code-mode-mcp

  davlgd

  F

  license

  -

  quality

  C

  maintenance

  An MCP server that gives AI agents full access to the Clever Cloud API through three tools: search, execute, and doc, using a code mode pattern to compose API commands.

  Updated 4 months ago (2026-04-14 02:15 UTC)

  4

• MCP Code Mode

  hoangnb24

  F

  license

  -

  quality

  D

  maintenance

  Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.

  Updated 9 months ago (2025-11-24 07:13 UTC)

  23

• Code Memory

  kapillamba4

  A

  license

  A

  quality

  C

  maintenance

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

  Updated 3 months ago (2026-05-20 14:01 UTC)

  7

  47

  MIT

• MCP Code Review Server

  xlian-fe

  A

  license

  A

  quality

  B

  maintenance

  A code review tool that generates detailed HTML review documents by comparing branches or commits, with author filtering and intelligent analysis.

  Updated 2 months ago (2026-06-10 06:01 UTC)

  3

  8

  1

  MIT
• 

  cocoindex-codeofficial

  cocoindex-io

  A

  license

  A

  quality

  A

  maintenance

  embedded code search engine CLI -AST based that just works - improves speed and efficiency for coding agent

  Updated 8 days ago (2026-08-07 00:15 UTC)

  1

  2,636

  Apache 2.0

• Claude Code MCP Server

  steipete

  A

  license

  A

  quality

  F

  maintenance

  A server that allows LLMs to run Claude Code with all permissions bypassed automatically, enabling code execution and file editing without permission interruptions.

  Updated 3 months ago (2026-05-15 08:26 UTC)

  1

  192

  1,315

  MIT

• ollama-code-mcp

  darthzen

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that lets Claude Code delegate coding tasks such as code generation, review, refactoring, and test writing to a local Ollama instance running a Qwen3 model.

  Updated 16 days ago (2026-07-29 21:52 UTC)

  9

  MIT