MCP Server for Z.AI - A Model Context Protocol server that provides AI capabilities
Nothing to run from here
SwarmIO is installed from its publisher's own source and answers where it runs, so this marketplace is not in the path of a single call. There is no address here to send one to, and a panel that pretended otherwise would be showing you an answer we made up. Install it and call it from your own client — the Installation tab has the entry for each one.
93/100
tool-list score
14
tools declared
remote
at its publisher
—
calls last 7d
What it does
AI that does real work for you: cited web research, plans, finance, horoscopes. Self-serve.
Quickstart
# 1 — add it to Claude Code
claude mcp add --scope user --transport http swarmio-mcp https://ioswarm.io/mcp --header 'Authorization: Bearer ${AUTHORIZATION}'
# 2 — ask your agent for something these tools do
# market.pulse, search, fetch and 11 more
It needs AUTHORIZATION (Bearer sk_swarm_ API key — self-mint with no human per https://ioswarm.io/llms.txt): this sends it in the Authorization header from your environment, so export it first — its endpoint answers 401 without it.
SwarmIO costs nothing on mcprush: there is no plan to choose here, no cap to set and nothing mcprush can bill you for.
Publishernot claimed
IOAll 1 server
ioswarm1 server
1 category
Collected from a public index. Nobody has claimed this account, so nothing here was written by its author — claim it if it is yours.
Installation
Where are you running it?
Every route below installs the same thing and ends at the same approval screen. Nothing here runs on your machine and nothing runs on ours: this server answers at its publisher’s own address, and what you install is the connection straight to it.
Claude Codedeclared by this listing
This is a public server: it answers at its publisher’s own address and this marketplace is not in the path. Claude Code registers it in one command; --scope user makes it available in every project. The transport below is http, as the publisher's own manifest declares it. Claude Code reads AUTHORIZATION (Bearer sk_swarm_ API key — self-mint with no human per https://ioswarm.io/llms.txt) from your environment each time it connects and sends it in the Authorization header — its endpoint answers 401 without it — so the key stays out of its config: export it in your shell profile (macOS, Linux), or run setx AUTHORIZATION … and open a new terminal (Windows).
claude mcp add --scope user --transport http swarmio-mcp https://ioswarm.io/mcp --header 'Authorization: Bearer ${AUTHORIZATION}'Reconnect, or start a new session, and the tools appear in the model’s tool list.
Free on mcprush, and it answers at its publisher’s own address: this marketplace is not in the path, so there is no key of ours to hold and no card to add — but its publisher asks for a key of their own on every call.
What it asks of you
It reaches a system of yours, so it needs your own credential rather than the publisher’s: Authorization header — Bearer sk_swarm_ API key — self-mint with no human per https://ioswarm.io/llms.txt. You set it in your own client’s config, on your machine — this marketplace never holds it.
What it writes
One config entry pointing straight at the publisher’s own address — this marketplace is not in the path, and nothing from this listing executes on your machine.
What you approve
14 tools, with what each one reads, writes and reaches shown before you agree — the same list on every route above. Read the tool surface.
Tool surface
What the model actually sees. Descriptions are diffed on every release — see version history.
FREE, no key, no account: live prices for BTC, ETH, SOL, AMZN and NVDA with the session's change, plus today's news — the platform's newest published news digest parsed into stories with source links, and the market wire's latest headlines. Refreshed every minute (prices) and every ten minutes (news). Call this first to see what the swarm's data looks like before spending anything.
No parameter schema on file.
Search the swarm's published research: the featured shelf, the operator's daily news / markets / AI digests, and — when a key is presented — the caller's own reports. Every hit is a finished, cited, evidence-graded report. Returns {results:[{id,title,url}]}; pass an id to fetch. No key needed for the public corpus. (The research-connector contract: this is what a ChatGPT or Claude connector calls.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| query | string | yes | Words to match against report titles and text. |
Read one report by the id search returned: the full markdown text with its citations and evidence header, plus title, url and metadata. Public reports need no key; a caller's own reports need theirs.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| id | string | yes | A result id from search (a run id). |
FREE, no key, no account: LIVE web search, 25 queries a day per caller, up to 5 results each ({results:[{url,title,snippet,published}], quota, report}). This is the open web, not the published corpus — for the platform's finished reports use search. Over the daily quota the paid leg is $0.02 per call over x402 (USDC on Base): POST https://ioswarm.io/api/v1/search with the same JSON body and no p
| Parameter | Type | Required | Notes |
|---|---|---|---|
| k | integer | no | Results wanted, 1-5 (free-leg cap). |
| query | string | yes | The live-web query, up to 500 characters. |
PAID, 5¢ per call over x402 (USDC on Base, no account): today's market-news brief — this platform's newest published news digest synthesized with the live market wire into a cited bullet list, every finding ending with its source URL. No input required; the settle happens over HTTP, where the payment headers live: this tool returns the exact steps. The FREE raw material it is written from is marke
No parameter schema on file.
Classify a freeform request into the right mode (research, news, finance, astrology, …) before spending a run. Never charged.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| prompt | string | yes | The freeform request to classify, e.g. 'compare the best espresso grinders under $300'. |
Launch a run: agents search the web, read sources, and write a cited report — real work, done for the caller. BILLED from the caller's credits. Returns the run record; poll runs.get until completed, then runs.report. Modes: research, news, product, trips, trainer, finance, astrology, horoscope (astrology/horoscope take Birth date constraint lines — see https://ioswarm.io/llms.txt).
| Parameter | Type | Required | Notes |
|---|---|---|---|
| input | string | yes | The question or brief. astrology/horoscope take constraint lines ('- Birth date: YYYY-MM-DD', optional Birth time + Timezone, Latitude/Longitude) — contract at https://ioswarm.io/llms.txt. |
| max_workers | integer | no | Optional parallelism override (worker count). Omit for the mode default. |
| mode | string | yes | A mode id from modes.list, e.g. 'research'. |
A run's status and metadata. Poll until status is completed/failed/cancelled.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| run_id | string | yes | The run_id returned by runs.launch. |
Block until a run finishes, then return its record — and its report when it completed. Runs take 3–10 minutes; call this instead of polling runs.get in a loop. Returns early with timed_out=true after timeout_secs (default 90, max 240): call it again with the same run_id to keep waiting. Never charged.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| run_id | string | yes | The run_id returned by runs.launch. |
| timeout_secs | integer | no | How long this call may wait before returning the current status. Default 90, max 240. |
The finished, cited report for a completed run (report_text is markdown).
| Parameter | Type | Required | Notes |
|---|---|---|---|
| run_id | string | yes | The run_id returned by runs.launch. |
Stop a running job.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| run_id | string | yes | The run_id returned by runs.launch. |
The caller's credit balance and plan state.
No parameter schema on file.
How to refill credits machine-to-machine: USDC on Base to a published address, verified on-chain. Returns the pay_to address, minimum, and rate. Public — no credentials needed.
No parameter schema on file.
The launchable modes with a one-line contract for each. Static; never charged, no credentials needed.
No parameter schema on file.
Free
$0 forever
- Every tool — any call limit is its publisher’s, not ours
- No card, and mcprush charges nothing for it
- Runs at its publisher’s own address — this marketplace is not in the path
- Nothing to cap, because mcprush bills nothing
What counts against your monthly calls
| Tool | Unit | Calls used | Out of the allowance |
|---|
Nothing here is billable: mcprush charges nothing to install SwarmIO or to call it, at any volume.
Call allowance · this installenforced at the gateway
Monthly allowance, in calls
—
—
Alert at 80% · then the tool returns a normal MCP error
Used this month: —
ATool-list grade · score 93 / 100
Release 1.0.1 · scanned 23 Oct 2026
Graded from the tools this server lists, not from its source code.
Two independent axes, because powerful and malicious are different questions. The grade is threat only. The capability level is blast radius, and it is never a penalty on the grade — it is priced as one subtract-only term in the score, where you can see it.
Threat score100
Client score93
Findings0 threat · 1 capability
Capabilitymoderate
Coveragemanifest
Verificationnot in this report
Surface digest0c6143c07c037336dc6b217ff0ac08eaaca538aa67554adb544f5e089ddaa601
Score vectorthreat 100 → client 93
| Term | Level | What it prices | Points |
|---|---|---|---|
| capability-exposure | moderate | capability blast radius (moderate) — client exposure if the model is manipulated | −3 |
| coverage-honesty | manifest | inspection depth (manifest) — how much of the target the scan could see | −4 |
score = clamp(round(threatScore − E_cap − E_ver − E_cov), 0, 100). No model, no opinion, no network call at scoring time: the same methodology version against the same bytes always produces this number, and every line above is a field of the report rather than a summary of it.
What the scan could actually read
A grade is only as meaningful as its coverage, so the scanner publishes its own depth before it publishes its result.
The scan read each tool’s name, description, input schema and annotations exactly as the server listed them the last time it answered us; no code was reviewed. We ask the server again about once a month, and a list that changed is graded again.
Tool surfaceread
Implementation sourcenot available
Package metadatanot available
Live transportnot available
The implementation source was not read — this reflects the declared tool metadata only.
Capability — what it could do if the model were manipulated
Tags derived from each tool’s schema and the implementation, not from what the tool calls itself. moderate is the level these add up to.
| Tool | Capability tags | Why the tag was assigned |
|---|---|---|
| market.pulse | no tags | |
| search | untrusted-input | untrusted-input: keyword "fetch" |
| fetch | untrusted-input | untrusted-input: keyword "fetch" |
| web.search | untrusted-input | untrusted-input: keyword "web_search", declares openWorldHint: true (interacts with entities outside the server) |
| news.brief | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| route.classify | no tags | |
| runs.launch | external-sink | external-sink: declares readOnlyHint: false, openWorldHint: true |
| runs.get | no tags | |
| runs.wait | no tags | |
| runs.report | no tags | |
| runs.cancel | state-write | state-write: declares readOnlyHint: false, destructiveHint: true |
| billing.balance | no tags | |
| billing.topup_terms | no tags | |
| modes.list | no tags |
Toxic-flow graph
The lethal trifecta, checked as a graph rather than as a checklist: untrusted input, a sensitive source and an external sink have to meet before there is a path worth worrying about.
flow-1
Untrusted input can drive an external action even though no sensitive source is exposed.
Supply chain and provenance
Integrityfirst-seen
Surface digest0c6143c07c037336
Scanned2026-10-23
This is the first scan of this surface here, so there is nothing yet to compare it against.
Every result on this tab comes from one deterministic pass over the published package — offline, rule by rule, and auditable line by line above. Same methodology version, same bytes, same score.
Release history
This is an address its publisher runs: which release it serves is theirs to choose, so there is nothing here to pin. The history below is for reading; the current release on file is 1.0.1.
1.0.1
undated
latestNo release note was published with this version.
—
no reviews yet
Who can review
One review per account, from a signed-in account that does not publish this listing. Nothing else is asked — you can say what you think before you install it. Publishers can reply once per review, and a review can be edited or deleted by whoever wrote it.
Sign in to write one
Any signed-in account that does not publish SwarmIO can review it, once — before installing it or after. A review from an account that has installed it is marked as one.
No reviews yet
Nobody has reviewed this listing. The rating on the card is the mean of the reviews written here and nothing else, so there is no rating until somebody writes the first — which takes a signed-in account that does not publish it, and nothing else.