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licenseA
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maintenanceStructural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of
reading everything.
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Best Gin MCP Servers
Gin is a HTTP web framework written in Go (Golang). It features a Martini-like API with much better performance - up to 40 times faster. It is a minimal and efficient web framework for building web applications in Go.
Why this server?
Extracts HTTP routes from Go codebases using the Gin web framework for mapping API endpoints and their relationships.
Why this server?
Detects Gin (Go) projects and provides development tooling including testing and linting.
AlicenseBqualityDmaintenanceAn MCP server that standardizes and binds development tool patterns, enabling AI assistants like Claude Code to generate code more efficiently with fewer errors and better autocorrection.Last updated711365Apache 2.0Why this server?
Identifies and integrates project stack details for Go applications using the Gin framework.
AlicenseAqualityAmaintenancePersistent project context for Google Gemini. 12 MCP tools for .faf Project DNA — auto-detect your stack, validate, score, and sync across CLAUDE.md, GEMINI.md, and AGENTS.md. Python/FastMCP. IANA-registered format (application/vnd.faf+yaml). 183 tests. One file, every AI platform.Last updated122MITWhy this server?
Provides documentation and package information for the Gin web framework from official Go sources.
AlicenseAqualityCmaintenanceA high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official sources, not training data.Last updated183MITWhy this server?
Allows importing existing Gin web framework routes as MCP tools with one line of code, enabling AI applications to interact with existing Gin-based APIs through the MCP protocol.
AlicenseAqualityAmaintenanceAbout The fast, idiomatic way to build MCP servers in Go. Gin-like DX with struct-tag auto schema, middleware, adapters for Gin/OpenAPI/gRPC.Last updated514Apache 2.0Why this server?
Detects Gin framework usage in Go projects through project structure inspection and dependency analysis.
Why this server?
Captures errors, logs, and request context from Gin web framework (Go).
DebugBundleofficial
Alicense-qualityAmaintenanceDebugBundle helps AI agents investigate production incidents with deterministic debug bundles, reproductions, health checks, and diagnostics. It exposes incident inspection, bundle retrieval, and ops management tools over MCP.Last updated6AGPL 3.0Why this server?
Extracts routes and handlers from Gin web applications for route-level dependency and blast radius analysis.
knowingofficial
Alicense-qualityAmaintenanceContent-addressed code graph that produces ranked context for AI agents in one call. 22 MCP tools across indexing, blast radius, test scope, semantic diff, runtime traffic, and feedback-aware context packing. Incremental updates via Merkle DAG (no re-indexing). GCF wire format saves 84% tokens vs JSONLast updated15MITWhy this server?
Planned support for scanning Gin projects to extract and index API endpoints for context-aware coding assistance.
Alicense-qualityDmaintenanceEnables AI coding assistants to automatically scan, store, and query API endpoints from codebases, providing instant lookup and semantic search to reduce context switching and token consumption.Last updated1MIT