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maintenanceGives your AI the super power of traveling back in time to find what went wrong and fix the bug timeline.
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"MCP Toolkittest Software or Utility" matching MCP servers:
- AlicenseAqualityAmaintenanceStructured .aide spec files that give AI agents progressive disclosure into your codebase architecture via MCP.Last updated91093MIT
- AlicenseAqualityCmaintenanceEnables querying any GitHub, GitLab, or Bitbucket repository and getting AI-generated answers about the codebase, powered by Gemini.Last updated5MIT
- AlicenseAqualityBmaintenanceSSWP MCP — Deterministic software attestation for AI-augmented development. Witness any repo through a 5-gate pipeline, adversarially probe dependencies, and produce self-verifying .sswp.json attestations. Fleet registry across 131 nodes with tamper-proof audit ledger and FTS5 search. Agent-native — one tool call from Hermes, Claude, or Cline.Last updated83MIT
- AlicenseAqualityBmaintenanceMCP server for verifying AI agent claims vs reality — single-transcript inline grounding-check that flags when an agent's response states facts not in the input context, when its code silently swallows exceptions and substitutes mock data, or when its multi-turn transcript contains contradictions or unverified completion claims. Sub-second, local, free, no API calls.Last updated41MIT
- AlicenseAqualityCmaintenanceAllows Claude Code to request an independent code review from Google Antigravity (Gemini, Claude, or GPT-OSS) via the Antigravity CLI, providing a second opinion on plans or diffs.Last updated1141MIT
- AlicenseAqualityDmaintenanceThe MCP server for Nanostores that scans your codebase with AST analysis to find stores, subscribers, and dependency chains, and can ingest live events to spot noisy, error-prone, or unused stores.Last updated12461MIT
- AlicenseAqualityAmaintenanceDeterministic navigation maps over code AND markdown for AI agents: one MCP server, two lenses (tree-sitter TS/JS/Python + markdown). Map a whole project, read one function or one doc-section, ~99% less context. Merges codelens + docslens.Last updated131AGPL 3.0
- AlicenseAqualityAmaintenanceSemantic git queries via MCP. Beyond git log — answer who/what/why about any line, file, or branch with blame, co-change, PR linkage.Last updated6152MIT
- AlicenseAqualityDmaintenanceMCP server for searching code via SourceGraph's GraphQL API, enabling fast symbol and text search across local or cloud SourceGraph instances.Last updated52MIT
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AlicenseAqualityDmaintenancePolicy and quality engine for AI coding agents that enforces team coding standards and provides validation gates for agent-assisted software delivery.Last updated7164MIT- AlicenseAqualityAmaintenanceProvides instant GDScript syntax validation and diagnostics by bridging Godot's native Language Server Protocol to MCP clients. Enables real-time syntax checking in AI assistants without requiring custom plugins or context switching to the Godot editor.Last updated41738MIT
- AlicenseAqualityAmaintenanceAudits local package folders to generate publish-readiness reports and previews of NPM tarball contents. It helps developers identify and resolve configuration issues like missing types or broken exports before releasing code.Last updated3198MIT
- AlicenseAqualityCmaintenanceAn MCP server that helps catch context drift in AI coding agents by comparing actual code changes against the original request, allowing users to keep or roll back unintended additions.Last updated2MIT
- AlicenseAqualityCmaintenanceIndexes a mono-repo into a knowledge graph and provides MCP tools to query code structure—packages, components, routes, HTTP calls—without file reads or grep round-trips.Last updated7274MIT
- FlicenseAqualityBmaintenanceAn intelligent MCP toolset for software testers that monitors code changes, analyzes test impact, recommends tests, and assesses risk, supporting multiple AI coding frameworks via dual transport modes.Last updated6
- AlicenseAqualityDmaintenanceEnables consulting oracle AI models (Codex or Claude) for expert reasoning and analysis on complex problems, architectural decisions, and design tradeoffs through a unified CLI interface.Last updated15MIT
- AlicenseAqualityCmaintenanceMCP server that lets any agent or MCP host delegate tasks to Claude Code running headless, with tools for review, validation, analysis, and autonomous work.Last updated41132MIT
- AlicenseAqualityFmaintenanceAutomatically converts JoinQuant quantitative trading strategies to Ptrade platform format, supporting direct code input or file paths, with automatic API mapping and detailed conversion reports.Last updated1953Apache 2.0