"Finding source code search tools similar to Probe" matching MCP servers:

• Similar Words MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

  C

  maintenance

  An MCP server that provides access to the Similar Words API, allowing users to search for and retrieve semantically related words. It enables language-based applications to query word similarities and relationships through a standardized interface.

  Last updated 2025-12-07

  1

  MIT

• code-to-tree

  micl2e2

  A

  license

  -

  quality

  C

  maintenance

  code-to-tree

  Last updated 2026-03-14

  83

  MIT

• MCP Probe Kit

  mybolide

  A

  license

  B

  quality

  B

  maintenance

  A comprehensive development toolkit with 23 tools covering code quality analysis, development efficiency, and project management. Enables AI-assisted code review, test generation, performance analysis, SQL generation, UI component creation, and automated project documentation.

  Last updated 2026-05-27

  22

  424

  33

  MIT

• Code Search MCP

  LLMTooling

  F

  license

  -

  quality

  B

  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.

  Last updated 2026-01-21

  4

• Code Search MCP Server

  raintear94

  A

  license

  A

  quality

  C

  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.

  Last updated 2025-12-30

  3

  11

  MIT

• keycloak-source-mcp

  vujasinovic

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that enables AI assistants to navigate, search, and analyze local Keycloak source code to support developer customizations like SPIs and authenticators. It provides tools for searching classes, generating boilerplate code, detecting breaking changes between versions, and tracing dependencies.

  Last updated 2026-05-19

  8

  MIT

• Search Tools MCP Server

  voxmenthe

  A

  license

  -

  quality

  C

  maintenance

  Enables intelligent code analysis and search across repositories using the CodeRank algorithm (inspired by PageRank) to identify critical modules, trace dependencies, find code hotspots, and perform context-aware keyword searches with importance-ranked results.

  Last updated 2025-10-12

  32

  Apache 2.0

• Source Map Parser MCP Server

  MasonChow

  A

  license

  A

  quality

  C

  maintenance

  Enables mapping JavaScript error stack traces back to original source code, extracting context information to help developers locate and fix issues.

  Last updated 2025-09-28

  3

  73

  2

  MIT

• Android Source Explorer MCP

  mrmike

  A

  license

  B

  quality

  D

  maintenance

  Provides on-demand access to AOSP and Jetpack source code to help AI understand Android framework internals. It features a hybrid architecture using Tree-sitter and LSP for precise code extraction, cross-file navigation, and local source indexing.

  Last updated 2026-03-16

  11

  93

  Apache 2.0

• lutris-source-mcp

  revelri

  A

  license

  B

  quality

  C

  maintenance

  Closes the find-download-install loop for lutris-mcp by searching Prowlarr, downloading via qBittorrent, polling until complete, classifying the result, and returning a path for installation.

  Last updated 2026-05-09

  5

  MIT

• MCP Source Relation Server

  owayo

  A

  license

  C

  quality

  C

  maintenance

  Analyzes source code dependencies across multiple programming languages in the specified directory to identify file relationships, assisting in dependency management and project structure understanding.

  Last updated 2025-02-24

  1

  1

  MIT

• click-to-mcp

  Coding-Dev-Tools

  A

  license

  -

  quality

  B

  maintenance

  Converts any Python Click or Typer CLI into an MCP server automatically — zero-code transformation that introspects CLI commands and exposes them as MCP tools.

  Last updated 2026-05-19

  4

  Apache 2.0
• 

  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.

  Last updated 2026-05-29

  12

• Android source code

  SDILogin

  A

  license

  -

  quality

  C

  maintenance

  Claude MCP server that enables secure access to browse and read Android project files, validating authentic projects by checking for gradle configuration files.

  Last updated 2025-03-24

  4

  MIT

• Database Tools for Claude AI

  elber-code

  A

  license

  B

  quality

  C

  maintenance

  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

  Last updated 2025-04-17

  2

  1

  4

  4

  MIT

• Code-MCP

  millsydotdev

  F

  license

  B

  quality

  -

  maintenance

  Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.

  Last updated 2025-12-08

  35

  20

• Code Buddy

  Abhi-vish

  A

  license

  C

  quality

  C

  maintenance

  A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

  Last updated 2025-12-08

  28

  7

  MIT

• Development Tools MCP Server

  code-alchemist01

  A

  license

  C

  quality

  C

  maintenance

  Provides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.

  Last updated 2025-11-15

  42

  1

  1

  MIT
• 

  Axme-codeofficial

  AxmeAI

  A

  license

  -

  quality

  C

  maintenance

  Persistent project memory + architectural decisions + pre-execution safety hooks for Claude Code. Local-only storage, multi-repo workspace, automatic knowledge extraction via background auditor.

  Last updated 2026-05-23

  43

  10

  MIT

• SkyDeckAI Code

  fastmcp-me

  A

  license

  -

  quality

  C

  maintenance

  Provides tools for AI-driven development workflows including file system operations, code analysis, code execution, web fetching, and search.

  Last updated 2025-10-19

  Apache 2.0