F
license-
qualityC
maintenanceAI modifies a function but misses 5 callers that also need updating. crag fixes this — it builds precise call graphs via static analysis, so AI knows exactly what's affected before making changes.
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"Tools for Automatically Indexing Code Files and RAG (Retrieval-Augmented Generation)" matching MCP servers:
- Alicense-qualityDmaintenanceAn MCP server to create secure code sandbox environment for executing code within Docker containers.Last updated325MIT
- Alicense-qualityBmaintenanceA local MCP server that indexes codebases into Neo4j and provides tools for code analysis, dependency visualization, and impact assessment.Last updated58MIT
- Alicense-qualityCmaintenanceAn MCP server for fast local source code searching using Zoekt, enabling regex and substring queries across indexed directories.Last updated6MIT
- Alicense-qualityBmaintenanceMCP server for file operations with non-UTF-8/Unicode encoding: Cyrillic, CP1251, CP1252, ISO-8859, KOI8 auto-detectionLast updated19GPL 3.0
- Alicense-qualityAmaintenanceMCP server that integrates with VictoriaMetrics vmanomaly API to enable AI-assisted anomaly detection, model management, and configuration generation.Last updated9Apache 2.0
- Alicense-qualityCmaintenanceDomain Tools (WHOIS + DNS)Last updated9MIT
- Alicense-qualityBmaintenanceOpen source MCP server specializing in easy, fast, and secure tools for Databases.Last updated16,012Apache 2.0
- Flicense-qualityBmaintenanceA lightweight RAG (Retrieval-Augmented Generation) system for Claude Code that enables semantic search over local markdown documents via MCP tools, saving tokens and time.Last updated62
- AlicenseAqualityCmaintenanceEnables LLMs to interact with embedded devices by reading and writing Segger RTT data through a J-Link debugger.Last updated91MIT
- Alicense-qualityDmaintenanceAn MCP server that provides read-only access to the Paprika Recipe Manager, allowing users to list and retrieve recipes, grocery items, and meal plans. It enables seamless interaction with recipe details and category information through the Paprika API.Last updated2MIT
- Alicense-qualityDmaintenanceEnables reading and searching API documentation from YApi instances, allowing AI models to access interface definitions, project API lists, and search through API endpoints using YApi URLs or project IDs.Last updated0MIT
- AlicenseAqualityCmaintenanceAn MCP server that exposes tools for issuing scoped agent credentials, delegating narrower child credentials, handling approvals, revoking task trees, and retrieving audit trails and evidence packets.Last updated141Apache 2.0
- AlicenseAqualityAmaintenanceA local AST and type-aware Go repository context indexer that uses CHA to map symbols, call graphs, dependencies, and architecture patterns. Built for AI coding agents that need to navigate and reason about large Go codebases without reading raw files.Last updated65201MIT
- AlicenseAqualityAmaintenanceScans source code for possible Korean compliance risks (PIPA, Network Act, Credit Information Act, E-Commerce Act) and maps findings to specific legal provisions. Runs locally, exposes MCP tools for scanning and law lookup, and does not constitute legal advice. That's hedged (matches the project's "possible risk / not legal advice" rule), keyword-rich for search, and names all four laws.Last updated41MIT
- AlicenseAqualityAmaintenanceEnables natural-language interaction with self-hosted Jira and Bitbucket, providing tools for ticket management, pull requests, code review, and git context.Last updated104951MIT
- AlicenseAqualityBmaintenanceIndexes the session histories Claude Code, Codex CLI and opencode already write into a local searchable memory. MCP recall tools, session-start auto-recall, secret redaction at index time, cross-machine sync over SSH.Last updated44472MIT
- AlicenseAqualityAmaintenanceLocal-first dev memory: indexes Git commits, PRs, Jira/Linear tickets, Confluence docs, Slack threads, and Calendar events into a local SQLite/FTS5/ONNX index, and exposes them as MCP tools so Claude Code, Cursor, and Codex can search and cite your past work.Last updated153MIT
- AlicenseAqualityAmaintenanceEnables AI image generation and editing using Google's Gemini Multimodal Image APIs.Last updated61MIT
