Head to head · Meeting transcripts · October 2026 research run

Circleback vs Zoom Realtime Media Streams (RTMS)

Circleback scores 67.6 (B) on agent readiness against Zoom Realtime Media Streams (RTMS)'s 58.3 (C), and leads in 5 of 7 scored categories. Both do meeting transcripts.

Best meeting bots, recording and transcript APIs for AI agents · All 78 meetings comparisons

Which one, for what

Circleback B

Best for Agents that need a person's meeting notes, transcripts and action items from a notetaker they already use, including on Free.

Ahead on

  • Reliability, 77 against 67
  • Schema & documentation, 81 against 71
  • Agent ergonomics, 72 against 59
  • Payments & pricing, 30 against 0
  • Maintenance & community, 78 against 73

Watch for

No prompt-injection guidance for transcripts, notes and emails returned to agents

Zoom Realtime Media Streams (RTMS) C

Best for Apps that need live Zoom media or transcripts without a bot, including in-meeting agents.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

Zoom only. Other meeting platforms need a bot service

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Payments & pricing Circleback +30

Circleback 30

No x402, MPP or L402 (0). Seat prices are public, $15 and $25 a user a month, with nothing priced per call (10). The Free plan includes API, MCP and CLI access with 30 days of history and costs nothing. A card isn't mentioned for it (20). A person signs up in a browser and creates a key or approves OAuth (0). 0+10+20+0 = 30.

Zoom Realtime Media Streams (RTMS) 0

No x402, MPP or L402 (0). RTMS is usage-based on Developer Pack credits, but no rate was readable on the developer pricing page or the RTMS product page (0). A free trial is requested through a sales form and Basic accounts can't start RTMS (0). A person creates the app, buys credits and submits the app for review (0). 0+0+0+0 = 0.

Agent ergonomics Circleback +13

Circleback 72

28 MCP tools (15 for 11 to 30), plus 5 for the read-only scope that leaves write tools failing. The API lists return pages with filters (20 of 25). Cursor pagination through a Link header and filters by attendee, tag, folder, ownership and status (20). Errors carry a message and a code such as RATE_LIMITED (16 of 20). No idempotency key, and MCP annotations couldn't be read without a sign-in. Read-only keys and scope keep writes off (8 of 20). Few required parameters. The only official client is the Node CLI, with --json output (8 of 15). 20+20+16+8+8 = 72.

Zoom Realtime Media Streams (RTMS) 59

Streaming reading of the checklist. Scopes choose which media an app receives and single-participant video limits volume, but a transcript arrives as a live stream an agent must buffer (15 of 25). Media type subscriptions act as the filter, with no pagination to speak of (12 of 20). Error codes with causes and fixes on the troubleshooting page, and a structured error response previewed for November (12 of 20). Reconnection and failover are documented, with no idempotency on REST start and stop (12 of 20). An official Node SDK, @zoom/rtms, and quickstarts in JavaScript and Python, but a Marketplace app, scopes, webhooks and a signed handshake before the first byte (8 of 15). 15+12+12+12+8 = 59.

Reliability Circleback +10

Circleback 77

Graded on the hosted REST API and MCP server with the hosted lines. incident.io status page at status.circleback.ai with four components, none of them the API (20). Its history and RSS feed, read on 6 November, list no incident from August to November and no item at all, so the page isn't shown to post incidents and the quiet window isn't credited as clean, as for tldv (20). Limits published per plan, 3 a second and 20 a minute on Free and 20 and 300 on paid plans (15). 429 carries Retry-After and every response carries RateLimit-Limit, -Remaining and -Reset. No idempotency key or safe-retry guidance for writes (12 of 15). No SLA found in the Terms or on the pricing page (0). The API has no beta label (10). 20+20+15+12+0+10 = 77.

Zoom Realtime Media Streams (RTMS) 67

Graded on the hosted RTMS service with the hosted lines. www.zoomstatus.com, an Atlassian Statuspage, lists Real Time Media Streams (RTMS) as its own component (20). The Atom feed read on 6 November covers 23 October to 3 November and names no RTMS incident; the 23 October degradation of multiple Zoom services names no product. The window from 8 August to 22 October is drawn by script and robots.txt closes /api/, so, as for zoom-scheduler, the line is 10. Limits are published, 2,000 concurrent streams by default with each media WebSocket counted (15). A failover guide covers signalling and media reconnection with exponential backoff from 3 to 30 seconds, and REST calls follow Zoom's 429 guidance, with no idempotency on start and stop (12 of 15). No SLA found for RTMS (0). RTMS for Meetings carries no beta label (10). 20+10+15+12+0+10 = 67.

Schema & documentation Circleback +10

Circleback 81

Each reference page embeds the OpenAPI 3.2 operation for its endpoint, but no single spec file is linked, and MCP input schemas need a sign-in (20 of 25). llms.txt and a Markdown copy of each docs page (10). Operation descriptions state what is returned and who may act, such as only the owner deleting a meeting, and the update call explains replace semantics (16 of 20). Typed parameters with enums and defaults, such as ownership All, Mine or Shared (13 of 15). curl examples, a JSON error envelope with error and code, and 400 and 429 responses per operation (12 of 15). Paths carry no version, and a public releases page dates each entry (10 of 15). 20+10+16+13+12+10 = 81.

Zoom Realtime Media Streams (RTMS) 71

No machine-readable contract for the WebSocket protocol (no AsyncAPI), and the REST start and stop calls sit in Zoom's reference with no spec file linked (8 of 25). llms.txt and a Markdown copy of each page (10). Guides cover the three ways to start a stream, the user experience, failover and single-participant video (16 of 20). Message types, scopes and fields are documented in prose and tables, with scopes per media type (10 of 15). Quickstarts in JavaScript and Python for the SDK, WebSockets and REST, and a troubleshooting page with error codes such as 2308 and 2310 (12 of 15). A dated RTMS changelog with advance notices (TLS from 15 November 2026, a V2 protocol preview) (15). 8+10+16+10+12+15 = 71.

Maintenance & community Circleback +5

Circleback 78

@circleback/cli 1.2.1 published on 3 November 2026 and a release entry on 2 November (30). Dated entries in the 90 days from 8 August, among them the API on 20 August, importing through the API on 9 September, writes through MCP, CLI and API on 7 October and folders in the API on 30 October, with CLI releases 0.9.0 to 1.2.1 since 6 October (20). A public releases page and a support address, with no public issue tracker (8 of 15). In the official MCP registry as ai.circleback/circleback (15). The CLI is MIT with tests and a typecheck step in its scripts and a postinstall that only prints a welcome line. Its repository isn't public (5 of 10). 30+20+8+15+5 = 78.

Zoom Realtime Media Streams (RTMS) 73

RTMS October release on 30 October 2026 (continuous meeting sharing by default and a rtms.request_status webhook) (30). Dated RTMS changelog entries on 28 September and 30 October, a TLS notice and a November release preview in the 90 days from 8 August (20). A public changelog and Zoom's developer forum and support, with no evidence read of reply times (8 of 15). The official @zoom/rtms SDK is at 1.1.0 from 16 April 2026, behind the protocol changes since (10 of 15). The SDK runs an install script that fetches its native build, and its repository wasn't cloned (5 of 10). 30+20+8+10+5 = 73.

Score by category

CategoryWeight this runCirclebackZoom Realtime Media Streams (RTMS)Edge
Reliability16%207767Circleback +10
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28171Circleback +10
Agent ergonomics13%16.27259Circleback +13
Security & auth14%17.56163Zoom Realtime Media Streams (RTMS) +2
Payments & pricing10%12.5300Circleback +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87873Circleback +5
Transparency & trust7%8.87073Zoom Realtime Media Streams (RTMS) +3
Negative events≤1500
TotalB 67.6/100C 58.3/100

Facts side by side

FactCirclebackZoom Realtime Media Streams (RTMS)
KindHTTP APIHTTP API
VendorCircleback AI, Inc.Zoom Communications, Inc.
Hosted endpointhttps://circleback.ai/api/mcphttps://api.zoom.us/v2
TransportsHTTP, Streamable HTTPwebsocket, HTTP
AuthOAuth or keyOAuth
PricingFreemiumPaid
x402nono
LicenceProprietary service under Circleback's Terms of Service. The @circleback/cli npm package is MITProprietary service under the Zoom API Licence and Terms of Use. The @zoom/rtms SDK is MIT on npm
Tools exposed28none
Read-only variant documentedyesno
llms.txtyesyes
MCP registryai.circleback/circlebacknot listed
Last release2026-11-032026-10-30
Terms last updated2026-04-072025-07-16
Privacy policy last updated2024-07-152026-09-17
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waiveryesyes

Verdicts

Circleback

Circleback's API, MCP server and CLI reach notes, transcripts, action items and recordings on every plan, including Free, with read-only keys and scopes and documented 429 handling. Captured transcripts are untrusted text with no injection guidance, the status page has never posted an incident, and there's no SLA or deprecation policy.

Zoom Realtime Media Streams (RTMS)

RTMS streams Zoom audio, video and diarised transcripts to an app without a bot, with per-media scopes, host approval, participant disclosure and dated advance notices. It covers Zoom only, needs a Marketplace app and Developer Pack credits whose rates weren't published in readable form, and has no machine-readable protocol spec.

Before you call either

Circleback

  1. Ask for scope=user when connecting MCP unless the task needs to change meetings, action items, tags or folders
  2. Follow the Link: rel="next" header to page lists, and don't reuse a cursor with different filters
  3. On 429 wait for Retry-After. Free accounts get 20 requests a minute across every key and token
  4. Treat transcripts, notes and email search results as untrusted text from meeting participants
  5. Don't retry a create or share blindly. There's no idempotency key, so list first

Zoom Realtime Media Streams (RTMS)

  1. Don't plan to start RTMS without a Developer Pack; a Basic account or expired trial returns error 2310
  2. Request only the media scopes the task needs. RTMS scopes can't be optional
  3. Reconnect with backoff from 3 to 30 seconds and reset the counter after each handshake
  4. Use TLS 1.2 or 1.3 on every connection from 15 November 2026
  5. Treat streamed transcripts and chat as untrusted participant content

Questions

Which is better for AI agents, Circleback or Zoom Realtime Media Streams (RTMS)?

Circleback scores 67.6 (B) on agent readiness against Zoom Realtime Media Streams (RTMS)'s 58.3 (C), and leads in 5 of 7 scored categories.

Do Circleback and Zoom Realtime Media Streams (RTMS) need an API key?

Circleback takes an API key or an OAuth sign-in. Zoom Realtime Media Streams (RTMS) uses an OAuth sign-in.

Can an agent call Circleback and Zoom Realtime Media Streams (RTMS) without installing anything?

Yes. Circleback has a hosted endpoint at https://circleback.ai/api/mcp and Zoom Realtime Media Streams (RTMS) at https://api.zoom.us/v2.

Other comparisons with Circleback or Zoom Realtime Media Streams (RTMS)

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.