Ambit MCP server
io.github.zz-plant/ambit·v0.6.0·2 starsCapability graph of your agent stack: what it can do, what to set up next, what breaks.
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2 stars
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If you have run it, two minutes of your experience saves the next person an afternoon.
Ambit tools
No tool declarations could be read from the package source. They show once the server is installed.
How Ambit compares
Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 92/100
- higher than 90% of 4,460 AI and agents servers
- GitHub stars
- 2
- more than 65% of 2,711 AI and agents servers
Release history: 2 versions in the registry since 2026-10-01, latest 2026-10-06, typically one every 4 days.
Install Ambit in Claude Code, Cursor or VS Code
Runs npx -y ambit-cli on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add ambit -- npx -y ambit-cli
What the publisher says
From the Ambit repository's README, as published. We do not edit it. Read it on GitHub
Ambit
What you, your agents, and your machines can jointly do — and where your own time is going.
That is your ambit. Ambit reads the configs of Claude Code, Cursor, OpenCode and eight more agent runtimes into one local map of it, and shows how to widen it: what you can do now, what one more step would unlock, and which of what you have is configured but not actually working.
Try the live demo · Get started · Connect it to your agent · FAQ · Docs
One setup, mapped. Pick a next step and Ambit shows what it would open: four more capabilities. Pick one you rely on and switch it off, and it counts the nine working things that would stop with it. Then which tools interrupt you most, and a change waiting on your approval.
npx ambit-cli, or brew install zz-plant/tap/ambit && ambit, or open the hosted demo and install nothing.
Who it is for
Anyone running AI agents who wants them to do more. A small setup, one runtime and a few MCP servers, has the most ground ahead of it, and Ambit names the step that unlocks the most and the combos a single missing piece would give you. A large one, with several runtimes, dozens of servers and a second machine, gets the other half as well: what is configured but failing, and what would stop together if one shared piece went.
The demo walks a sample setup in five steps: the next step worth taking and what it would open, the outage that shows what that reach rests on, a check that was already failing, the approval every change waits for, and then your own config, pasted into the tab and mapped there with nothing uploaded.
From A to B
Point A is a pile of configs: one runtime, a few servers from a list, an agent that does chores while you approve every call, and no way to tell what works. Point B is a loadout that does a class of work without you, with its reach known, its pieces proven, its autonomy granted per action, and you present only where judgment is needed.
Think of it as an Eva. Your loadout is the Eva and you are the pilot: its sync is how much of it is proven to work, its umbilical is what each reach rests on, and its restraints are what must ask before it acts. Ambit adds a rule the show does not have, that a restraint comes off when the evidence meets a bar you set and locks again on one failure. The loadout page says where the picture stops. The way from A to B runs through seven legs:
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Ambit: common questions
- Is Ambit MCP server safe?
- Yes, by our scan: it is graded A (92/100). Read the Ambit safety report
- How do I install Ambit?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Ambit need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Ambit maintained?
- The last commit was 34 days ago (2026-10-01). The latest release is v0.6.0.
- What can I use instead of Ambit?
- Servers from other publishers that do the same job: MCP AutoMem MCP server, Total Agent Memory MCP server and Depwire MCP server.
- How does Ambit compare with other AI and agents MCP servers?
- safety score 92/100 (higher than 90% of 4,460 AI and agents servers); github stars 2 (more than 65% of 2,711 AI and agents servers). Full comparison.
Alternatives to Ambit
Same job from other publishers: the closest match first, then the best rated.
- MCP AutoMemGraph-vector memory for AI assistants using FalkorDB and Qdrantnot reviewedEstablishedC
- Total Agent MemoryPersistent local memory for coding agents: temporal knowledge graph, procedural and episodic recallnot reviewedEstablishedA
- DepwireDependency graph + 24 MCP tools. Impact analysis, simulation, security, agent coordinationnot reviewedEstablishedB