roam-code
★ 466
vs
fast-agent
★ 3.8k
roam-code vs fast-agent
roam-code: Roam is a structural intelligence engine that pre-indexes codebases into a semantic graph using SQLite, tree-sitter, and git history. It provides AI coding agents with five core verbs—understand, retrieve, context, preflight, critique—replacing dozens of grep/read calls with a single graph query. The tool is 100% local, supports 27 languages, and offers 154 commands along with 120 MCP tools.; fast-agent: fast-agent is a CLI-first framework for building and interacting with sophisticated multimodal AI agents and workflows. It offers comprehensive support for various LLM providers, structured outputs, and vision, with unique features like MCP Feature support and live streaming responses to the terminal.
01
TL;DR
Choose roam-code if…Agent-assisted coding: reduce token usage and tool calls by using structured graph queries
Choose fast-agent if…Rapid development and testing of sophisticated multimodal AI agents and workflows.
02
Side-by-Side Comparison
03
Features
roam-code01Five core verbs (understand, retrieve, context, preflight, critique) covering ~80% of agent workflows
02Local SQLite graph index with tree-sitter parsing and git history, no API keys required
03Graph-aware retrieval with hybrid FTS5 and structural reranker
04CI-ready with SARIF output, quality gates, and GitHub Action integration
05MCP server with 120 tools for direct integration with AI coding agents
fast-agent01Sophisticated multimodal Agent and Workflow creation.
02Comprehensive LLM provider support (e.g., Anthropic, OpenAI, Google, Ollama).
03Structured outputs, PDF, and Vision support.
04CLI-first with interactive terminal UI (TUI-style) and live streaming responses.
05Advanced agentic workflows like Chain, Parallel, MAKER, and Agents As Tools.
04
Use Cases
roam-code↳Agent-assisted coding: reduce token usage and tool calls by using structured graph queries
↳Architecture governance: health scoring, CI quality gates, budget enforcement, and fitness functions
↳Safe refactoring: blast radius analysis, affected test detection, and pre-change safety checks
fast-agent↳Rapid development and testing of sophisticated multimodal AI agents and workflows.
↳Diagnosing and tuning agent applications, including those requiring human input.
↳Implementing advanced agentic patterns for error reduction or complex task decomposition.
05
Best For
roam-codeCode AssistantDev Tooling
fast-agentTrendingMulti-AgentDev Tooling
FAQ
FAQ
What is the difference between roam-code and fast-agent?
Both roam-code and fast-agent are in the Multi-Agent category. roam-code has 466 stars, while fast-agent has 3.8k stars.
Which is better, roam-code or fast-agent?
The best choice depends on your use case. Choose roam-code if Agent-assisted coding: reduce token usage and tool calls by using structured graph queries, and fast-agent if Rapid development and testing of sophisticated multimodal AI agents and workflows..
Is roam-code free or open source?
Yes, roam-code is open source on GitHub (MIT).
Is fast-agent free or open source?
Yes, fast-agent is open source on GitHub (Apache-2.0).
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