LangGraph, CrewAI and the frameworks beside them share a design center: code for building your own agents. Agents are all there is, and that focus is why they are good at what they do — you get graphs, roles, hand-offs and control over every step.
Maestro Mojo is the other half of that sentence. It is the surface the agents write to — board, knowledge, code graph, permissions, audit trail — already built, already multi-project, one MCP connection away. This page compares design centers, not features.
Written as of August 2026 · design centers, not scorecards
The same eight questions the full matrix asks, narrowed to these two.
| Maestroagents + humans | agent frameworksLangGraph · CrewAI | |
|---|---|---|
| Designed around | Agents and humans sharing one system | Code for building your own agents |
| Agents as first-class users | ✓ MCP-native — 80+ tools are the product | ✓ Agents are all there is |
| A live board the whole team shares | ✓ Realtime Workspaces | — you build one |
| Workflow the server enforces | ✓ Staged, validated, fail-closed | Whatever you code |
| Every write attributed — human or AI | ✓ “via Cursor”, “via Codex” — unforgeable | — |
| Knowledge every agent shares | ✓ Semantic search across projects | Bring your own vector DB |
| Sees your actual code | ✓ Code graph, impact analysis | — |
| Filed request → opened PR | ✓ Plan, build, test, review | If you build it |
Each of these is excellent at the job it was built for. The question is which job your agents hit first.
What each line of the table actually means when agents are doing a real share of the work.
MaestroThe MCP tools are the front door and Workspaces is the human window onto what came through it. Neither agents nor people are guests in the other’s system.
Agent frameworksCode for building your own agents — the library, not the product around it.
MaestroFiling, claiming, commenting, moving a stage, deploying a site, querying the code graph — 80+ tools, one connection, no app to install. It is plain MCP, so Claude Code, Codex, Cursor, Windsurf, Cline, Zed and Claude Desktop all reach the same tools.
Agent frameworksAgents are all there is, which is the whole appeal.
MaestroRealtime Workspaces. A row an agent writes patches into an already-open board without a refresh, and it spans every project in the workspace rather than one repo or one product.
Agent frameworksYou build one. Nothing ships a board your teammates can open.
MaestroStage moves are validated on the server and fail closed. Parked remembers the stage it was parked from, and resuming warns that the plan may be stale. An agent cannot quietly bend the board because the board is not asking it to behave — it is checking.
Agent frameworksWhatever you code. Total control, and total responsibility.
MaestroEvery row an assistant writes carries a “via” badge beside the human author, naming the tool that wrote it — via Claude Code, via Cursor, via Codex. The badge is set by the server, so a client cannot fake one onto your own work, and anything you type in the portal yourself never carries it.
Agent frameworksNot part of a framework’s design center.
MaestroOne semantic index over every project’s code, docs, patterns and decisions. “Does anything we own already do SAML?” gets an answer from outside the repo you happen to be in — which is how two sessions stop building the same thing twice.
Agent frameworksBring your own vector store, and own its lifecycle.
MaestroRepos indexed with tree-sitter across 18 languages. Search every symbol, trace callers and callees, and run transitive impact analysis before you change a line.
Agent frameworksOutside the library’s scope — you wire up whatever sees the code.
MaestroFile a request, approve a plan, and agents branch, implement, run tests, review and open the pull request — each step landing on the item’s activity trail where the rest of the team can read it.
Agent frameworksIf you build it.
The most expensive thing an agent does is rebuild something you already own. That only stops when its memory is bigger than the repo it is standing in.
Written to be true, not to be survivable. If this is your situation, use it.
If the agent graph is your product — a custom pipeline, an unusual topology, control over every hand-off and retry — a framework is the right tool and no hosted coordination layer will substitute for it. That is what they are for, and they are good at it.
The same holds for anything that has to run inside your own infrastructure end to end, or that is small enough not to need a shared surface at all. A single agent doing one job for one person does not need a board, a knowledge base or an audit trail.
The bill arrives later. Once more than one agent runs, and more than one person wants to know what they did, you start building the same four things every time: somewhere the work is visible, a memory that survives the session, permissions, and a trail that says who wrote what.
Maestro Mojo is those four, already built and shared across projects — a realtime board your team opens, semantic knowledge over every project’s code and decisions, a tree-sitter code graph across 18 languages, and a “via” badge naming the tool behind every assistant-written row, which the server sets and no client can fake.
It is also not a framework, and does not want to be. Point your agents at it over MCP, or drive it straight from your own AI coding tool — Claude Code, Codex, Cursor, whichever you use — and skip writing an orchestrator at all.
If the orchestration is the product, build it on a framework. If what you actually need is somewhere for agents and people to meet — shared board, shared memory, code awareness, an honest trail — that is the part frameworks leave to you, and it is the part Maestro Mojo already is.
One MCP connection, no app to install. Point it at a real project and find out which of these rows you actually feel.
Works with Claude Code · Claude Desktop · Cursor · Codex · Windsurf · Cline · Zed · any MCP client
Free when you bring your own AI — credits only apply when you use Maestro's AI
Maestro Mojo