Search an indexed codebase with natural language to locate functions, classes, and patterns. Understand dependencies and explore existing systems.
Apache 2.0
465,784 tools. Updated 2026-08-19 06:28
"A tool or assistant to explore and debug my codebase" matching MCP tools:
- Import a Home Assistant blueprint from a GitHub URL, Home Assistant Community forum, or direct YAML link. Overwrite existing blueprints to re-import and reload dependent automations.MIT
- List available data sources in the MongoDB Assistant knowledge base to locate search filter parameters for targeted knowledge queries.Apache 2.0
- Retrieve Home Assistant core logs from the Supervisor journal with filters for level, integration, pattern, and time range. Fallback to error log. Enable DEBUG via set_log_level before reading debug logs.MIT
- Get a comprehensive overview of your Home Assistant system, including entity counts, domain breakdowns, and area distribution. Use this tool as the first step to explore an unfamiliar Home Assistant instance.MIT
- Execute read-only SELECT queries to explore, debug, or validate data in the Avanti Fellows PostgreSQL database.
Matching MCP Servers
- Alicense-qualityBmaintenanceEnables AI agents to query a beads store for issues, notes, comments, and memories, returning full verbatim content and relationship neighborhoods under an output budget.MIT
- Flicense-qualityBmaintenanceEnables AI agents to safely explore and diagnose remote servers by providing a read-only sandbox with controlled access to files, logs, Docker, and databases. It exposes MCP tools that allow natural-language investigation and direct command execution without write permissions.
Matching MCP Connectors
Read-only MCP for 385 Malaysian public datasets: freshness, licence, provenance.
Get matched with a top-rated, review-verified real estate agent in the US or Canada.
- Check the connection to Godot's debug adapter and report whether the game is running, paused, or finished. Use first when any debug tool behaves unexpectedly.Apache 2.0
- Check background-queue stats (pending, running, done, failed, throughput, lag) to debug why a sync didn't finish or spot a backlog.MIT
- Runs a research stage on a question or codebase, dispatching an autonomous researcher to gather evidence and produce findings before any plan or change.MIT
- Retrieve the full conversation transcript from a Claude Code session, including user and assistant messages with timestamps and tool call names. Optionally include assistant thinking blocks.MIT
- List all available tool categories (server groups) with tool counts to explore what's available before searching.MIT
- Scan a local directory to get a formatted tree view and file statistics, enabling you to explore and understand a codebase before syncing to VibeMap.MIT
- List available data sources in the MongoDB Assistant knowledge base to explore options or obtain search filter parameters for search-knowledge queries.Apache 2.0
- Execute a composable kit workflow — combining modes like explore, deep dive, or code review — to analyze a codebase within a token budget.AGPL 3.0
- Improves developer prompts by adding quality requirements, codebase context, and tool recommendations to help AI coding assistants generate better structured code.MIT
- Adjust logging verbosity for any Home Assistant integration to debug issues or reduce noise. Specify integration name and desired level: debug, info, warning, or error. Optionally target custom components for HACS integrations.MIT
- Break down user stories into actionable tasks by generating a prompt that directs Claude Code to analyze your codebase and create tasks based on real project context.MIT
- Analyzes an existing codebase using parallel explore agents to provide structural insights for GSD project planning.MIT
- Initiate a LoopLens debug session to track tool events and identify retry loops in agentic coding workflows, enabling structured analysis of iteration patterns.MIT
- Retrieve complete conversation history from a specific session, including user messages, assistant responses, and tool usage details.MIT