recallium
★ 41
vs
gomcp
★ 13
recallium vs gomcp
recallium: Recallium is a persistent memory layer for AI coding agents, delivered as an MCP server. It provides typed, project-scoped memories that survive across sessions, with intelligent search tuned for engineering queries. It supports Claude Code, Cursor, Windsurf and other MCP-compatible tools.; gomcp: GoMCP is a Go framework for building Model Context Protocol servers — described as "Gin for MCP." It provides struct-tag-based automatic JSON schema generation, a full middleware chain (logging, auth, rate limiting, OpenTelemetry), tool groups, and one-line imports for Gin routes, OpenAPI/Swagger specs, and gRPC services. Built-in Bearer/API Key/Basic auth with RBAC and an inspector UI included.
01
TL;DR
Choose recallium if…Resume coding sessions with full context using the 'recallium' command
Choose gomcp if…Building production-grade MCP servers in Go with minimal boilerplate
02
Side-by-Side Comparison
03
Features
recallium01Project-scoped memory isolation with per-project context
02Typed memories (decisions, debug, progress, etc.) for structured storage and retrieval
03Intelligent search that never returns zero results, even with non-exact matches
04Automatic session continuity via `session_recap` command
05Cross-project pattern intelligence and insights across all projects
gomcp01Automatic JSON Schema generation from Go struct tags (no manual schema writing)
02Full middleware chain: logger, auth, rate limiting, and OpenTelemetry tracing
03One-line import for Gin routes, OpenAPI/Swagger specs, and gRPC services
04Built-in Bearer, API Key, and Basic auth with RBAC support
05Inspector UI and mcptest package for testing included
04
Use Cases
recallium↳Resume coding sessions with full context using the 'recallium' command
↳Search and apply past architecture decisions and debugging patterns
↳Discover cross-project patterns and recurring issues
gomcp↳Building production-grade MCP servers in Go with minimal boilerplate
↳Exposing existing Gin or gRPC services as MCP tools without rewriting
↳Adding authentication and rate limiting to MCP servers via middleware
05
Best For
recalliumTrendingCode AssistantWorkflow Automation
gomcp—
FAQ
FAQ
What is the difference between recallium and gomcp?
Both recallium and gomcp are in the Memory & Context category. recallium has 41 stars, while gomcp has 13 stars.
Which is better, recallium or gomcp?
The best choice depends on your use case. Choose recallium if Resume coding sessions with full context using the 'recallium' command, and gomcp if Building production-grade MCP servers in Go with minimal boilerplate.
Is recallium free or open source?
Yes, recallium is open source on GitHub (NOASSERTION).
Is gomcp free or open source?
Yes, gomcp is open source on GitHub (Apache-2.0).
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