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"Finding source code search tools similar to Probe" matching MCP servers:
- Alicense-qualityDmaintenanceEnables semantic code search across indexed code folders using vector embeddings, with support for multiple embedding providers and automatic file watching. Provides an admin UI and integrates with MCP clients for natural language code queries.Last updatedMIT
- Alicense-qualityBmaintenanceSemantic + lexical code search as an MCP server. Agents query in natural language and get back ranked file:line ranges to read precisely.Last updated18MIT

qa-probeofficial
AlicenseAqualityAmaintenanceProbes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.Last updated8172Apache 2.0- AlicenseAqualityDmaintenanceAn autonomous MCP server that uses the Claude Code CLI to solve coding problems without permission prompts.Last updated1MIT

Yamaru Hardware Probeofficial
AlicenseAqualityBmaintenanceExpert system hardware probe and performance diagnostic engine for AI, Gaming, and High-Performance workflows. Provides deep system insights such as real-time monitoring, thermal diagnostics, and LLM optimization.Last updated11565Apache 2.0- AlicenseBqualityDmaintenanceEnables 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 updated2132Apache 2.0

sbl-probeofficial
Alicense-qualityDmaintenanceSerial communication and protocol analysis MCP server that gives AI coding assistants direct access to serial ports for reading, writing, decoding, and capturing embedded device output.Last updatedMIT- Alicense-qualityCmaintenanceEnables file reading with pagination and regex-based code search across a codebase using grep.Last updated35MIT
- Alicense-qualityDmaintenanceMCP server providing code review, auto-fix, test running, linting, formatting, and refactor suggestions for Claude Code.Last updatedMIT
- Alicense-qualityBmaintenanceMCP server for Langmuir probe IV curve analysis, offering 21 tools for preprocessing, feature extraction, mode detection, and visualization of low-temperature plasma data.Last updatedMIT
- Flicense-qualityDmaintenanceEnables 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 updated6
- AlicenseAqualityAmaintenanceExposes structured Microsoft Dynamics 365 Business Central source code (versions 23-29, 47 localizations) to AI agents via MCP, enabling fast lookups, searches, and code analysis.Last updated1413MIT
- AlicenseAqualityDmaintenanceHigh-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 updated311MIT
- AlicenseAqualityCmaintenanceEnables MCP-compatible coding agents to debug applications using runtime log data, by providing tools to start a local log-ingestion server, track debugging sessions and hypotheses, and correlate logs to specific executions.Last updated19MIT
- AlicenseAqualityBmaintenanceInspect local video and audio files with ffprobe, returning structured metadata such as format, duration, bitrate, and stream info.Last updated1MIT
- FlicenseBqualityBmaintenanceMCP server for searching, browsing, and analyzing decompiled Minecraft source code locally. Supports symbol lookup, text search, reference lookup, and lightweight RAG.Last updated11
- AlicenseBqualityAmaintenanceA 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 updated3072335MIT
- Alicense-qualityBmaintenanceMCP server for ingesting UI screenshots, Figma MCP node JSON, or hybrid Figma-plus-screenshot sources into a cross-platform design-to-code artifact pipeline.Last updated101MIT
- Alicense-qualityBmaintenanceAn 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 updated8MIT