Try this on day one: read customer service documents
“Retrieve these three document IDs and summarize the customer service guidance they contain.”
- Retrieved document contents
- Summary of customer service guidance
Integrations · Docs and knowledge
An AI team that works in Metaphor for you.
Your bots retrieve the contents of documents from the identifiers you provide so you can review their text. New bots start on Ask, so they check with you before they act in Metaphor, except on Hermes and other ACP engines.
Metaphor connects through Flux Router credits or your own connected-apps key. You sign in to Metaphor yourself.
Retrieve these three document IDs and summarize the customer service guidance they contain.
You signed in to Metaphor once. Your Chief put a bot on it.
- Retrieve document contents by ID
What your bots can do in Metaphor.
- Retrieve document contents by ID
“Asks first” means the bot checks with you before it does that, on Ask, the mode every new bot starts in. You can give a bot more freedom later. On Full access, a bot stops before messaging anyone new, posting publicly, paying, or deleting outside its folder, unless you have allowed it for that task. On Hermes and other ACP engines, Ask and the stop line cover only what the engine asks Murage about, and Hermes doesn’t ask before connected-app tools, so these actions don’t ask first there.
About Metaphor.
Metaphor is a neural search service for developers and teams, and its site now leads to Exa, which describes itself as a search engine and API built for AI agents. People use it to find pages on the web and read their contents for research and for feeding AI tools. The site lists a Contents API alongside search, which is the part that returns the text of a page.
More jobs to hand your team in Metaphor.
Summarize a research pack
“Get the contents for these five document IDs from our competitor research and write a one-paragraph summary of each, saved on my computer.”
- The text returned for each ID
- One short paragraph per document
- A saved report, with each summary labeled by its ID for you to check
Compare two sources
“Get the contents for IDs in this file and compare what the two articles say about remote work policies.”
- Key points from each document
- Where they agree and where they differ
- Short quotes to verify against the originals
Build a reading list
“Get these three document IDs, pull out the main claims, and add one row per document to our Google Sheet.”
- One row per document with its main claims
- A line on anything that looks incomplete
- Your review before the sheet is shared
Tips for good results in Metaphor.
- Have the document IDs ready in a file before you start, because your bots retrieve by ID and cannot browse for you through this connection.
- Ask for a short summary per document first, because it is quick to check and shows whether the text came back as you expected.
- Check any quote against the original page before you use it, because a summary can shorten or reorder the author's words.
- Keep each batch to a few documents, because it is easier to review and easier to fix if one ID is wrong.
No ready-made team yet? Ask for one.
Tell your Chief of Staff what you want done in Metaphor, in plain words. It builds a team for the job, starting from the closest one in the library, and shows you who is on it before anyone starts.
How to connect it.
- 1
Download Murage
For Mac, Windows and Linux. Pick the AI you already use; if it needs installing, Murage opens a one-line command for you.
- 2
Connect Metaphor
Open connected apps and sign in to Metaphor once. It runs through Flux Router credits, or your own connected-apps key.
- 3
Give a brief
Tell your Chief of Staff what to do with Metaphor. New bots start on Ask, so they check with you before they act, except on Hermes and other ACP engines.
What a Murage team adds in Metaphor.
What a team adds here
Your team takes the document IDs you hand over, fetches the text for each one, and reads it for you. You get a short summary per document, with a reminder of which ID each summary came from so you can check it.
Works across your apps
One brief can pull from Metaphor, your calendar, your CRM and the web, then hand you one answer.
Keeps notes on your business
Your bots keep notes on your customers, your tone and how you like things done, stored on your computer where you can open and edit them.
Runs on the AI you already pay for
Fuigo (built in), Claude Code, Codex, Hermes, a model key or a local model. Your AI provider bills you as usual.
Questions about Murage and Metaphor.
Can it search Metaphor for new pages?
No. The connected action retrieves contents for IDs you provide. Your bots can search the web in general and then work from the pages they find.
Can it read a private page behind a login?
Only what the document ID returns. Your bots can also read files you give them, so a saved copy of the page works too.
Does it write the report for me?
Your bots write the summary and save it on your computer, and you approve what goes anywhere else.
Can Murage connect to Metaphor?
Yes. Sign in to Metaphor once inside Murage, through Flux Router credits or your own connected-apps key, and your bots can retrieve document contents by ID.
Will it change or send anything in Metaphor without asking?
Not while it’s on Ask, where every new bot starts: it checks with you before it acts in Metaphor. On Auto or Full access, replies in an existing conversation and routine edits go ahead, but a bot still stops before messaging anyone new, posting publicly, paying, or deleting outside its folder, unless you have allowed it for that task. Only No limits turns that off. On Hermes and other ACP engines, Ask and the stop line cover only what the engine asks Murage about, and Hermes doesn’t ask before connected-app tools.
What does it cost?
Metaphor connects through Flux Router credits, or your own connected-apps key if you have one. Your AI provider bills you as usual.
More docs and knowledge apps.
Not seeing what you need? Your bot can work with any public API or MCP server.
Metaphor and the other product names and logos on this page are trademarks of their respective owners. Murage is not affiliated with or endorsed by them; the names and logos are used only to identify the apps and engines Murage works with.
Give your first job to Murage.
Download the app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.
No account needed · Runs on the AI plan you already pay for