List all tool categories with their tool counts to survey the available tool landscape before searching.
MIT
458,343 tools. Updated 2026-08-16 20:21
"A tool for searching through my codebase" matching MCP tools:
- Verify if a codebase is indexed for AI search. Returns file count, chunk count, and indexed languages to confirm readiness.MIT
- Find relevant code snippets in your project using natural language queries. This tool automatically indexes your codebase and returns semantically related results with file paths and line numbers.ISC
- Trace functions, classes, or methods through the codebase to uncover how they are invoked and what they depend on.MIT
- Search codebase files by query patterns and retrieve matching files ranked by relevance. Supports scope filters, content inclusion, and enhanced tree-sitter analysis.MIT
- Permanently clears all indexed data for a codebase, fixing corrupted search indexes, removing obsolete projects, and freeing storage before reindexing.Apache 2.0
Matching MCP Servers
- Alicense-qualityBmaintenanceMCP server for local codebase memory: semantic indexing, hybrid search, and clean code analysis (static + LLM) with retrievable project notes, designed to run fully local on modest hardware.MIT
- Alicense-qualityFmaintenanceAn open-source AI-powered development assistant that connects Claude Desktop to your codebase via MCP, enabling semantic code search, AI-assisted editing, and persistent memory without additional subscriptions.48Apache 2.0
Matching MCP Connectors
Read-only discovery for 122 Malaysian public datasets with freshness, licence, and provenance.
data.gov.my / OpenDOSM (Department of Statistics Malaysia) — official Malaysian open-data API.
- Discover available API toolsets with descriptions, tool counts, and examples to identify relevant tools before searching.MIT
- Retrieve a hierarchical table of contents of the Municipal Code to discover available sections before searching. Optionally filter by chapter for targeted navigation.MIT
- Create a semantic index of a codebase to unlock intelligent search. Run this first to enable code queries.Apache 2.0
- Retrieve AI-generated answers by searching your namespace of text documents or using direct AI model calls for question answering.Apache 2.0
- Ask programming questions and get explanations from Kimi's model without codebase context. Use for algorithms, code reviews, or general coding advice.MIT
- Automates the code validation step, analyzing the codebase to identify implemented security controls and mitigated threats, then generating a markdown report.Apache 2.0
- Analyze your codebase to identify which threats from your threat model are already mitigated, and generate a markdown validation report.Apache 2.0
- Assess a legacy codebase, detect the optimal migration strategy, and produce a phased migration roadmap with quality gates at 40%, 60%, and 80% completion.MIT
- Locate OWNERS files for Chromium source code files by searching up the directory tree to identify code reviewers and maintainers.
- Discover what agents are searching for across the agent economy. Identify emerging trends in agent queries to inform your services.MIT
- Saves a plain-English codebase summary as a permanent passport after initial raw metadata retrieval. Prevents overwriting existing passports unless explicitly requested.MIT
- Search multiple codebases in parallel using natural language. Returns results grouped per codebase or a single globally-ranked list across all repositories.Apache 2.0
- Analyze codebase architecture by mapping modules, assessing blast radius, searching functions, and tracing dependencies in one parallel query to understand system impact before changes.MIT
- Creates a TIDAL playlist by searching for songs from descriptions and adding best matches, reporting match rate and unmatched songs.MIT