Head to head · Meeting transcripts · October 2026 research run

Circleback vs MeetStream

Circleback scores 67.6 (B) on agent readiness against MeetStream's 57.3 (C), and leads in 3 of 7 scored categories. MeetStream leads on agent ergonomics and payments & pricing. 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 45
  • Security & auth, 61 against 42
  • Transparency & trust, 70 against 57

Also in its favour

  • No incidents deducted, where MeetStream loses 4 points for them

Watch for

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

MeetStream C

Best for Developers building their own notetaker or in-meeting voice agent on Zoom, Meet and Teams at per-hour pricing.

Ahead on

  • Agent ergonomics, 88 against 72
  • Payments & pricing, 40 against 30

Also in its favour

  • Free to start without a card

Watch for

No public status page or SLA found

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.

Reliability Circleback +32

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.

MeetStream 45

Graded on the hosted REST API and MCP server with the hosted lines. No public status page was found, linked or at status.meetstream.ai (0), so no incident history could be read (5). Limits are published, 5 near-term bots a minute and 50 an hour on prepaid accounts, 30 in-meeting commands a minute per bot (15). 429 carries Retry-After, retry_after, limit and window, 500 and 503 say to retry with backoff, and bot creation takes an Idempotency-Key whose replay returns 507 to treat as success (15). No SLA found in the Terms or on the pricing page (0). Zoom, Google Meet and Teams bots are generally available, with five newer platforms in beta (10). 0+5+15+15+0+10 = 45.

Security & auth Circleback +19

Circleback 61

OAuth with dynamic client registration and two scopes on MCP, and API keys that are read-only or read and write, shown once (28 of 30). Read-only keys and a read-only MCP scope, and only an owner can delete a meeting. No confirmation step on the API for shares or deletes (14 of 20). Transcripts, notes and emails are participant-written text, and no prompt-injection guidance was found (0). A usage dashboard for workspace admins and meeting access requests, with no audit log of API or MCP calls found (4 of 15). SOC 2 Type II, EU-U.S. Data Privacy Framework certification, HIPAA, an external penetration test report on the security portal and a valid security.txt. No bug bounty found (15 of 20). 28+14+0+4+15 = 61.

MeetStream 42

A key grants full access to its workspace's bots and data, and workspaces separate keys. MCP sign-in is OAuth, which mints a key per connection. No scopes or read-only keys found (15 of 30). delete_bot_data needs confirm: true and is marked destructive, and remove_bot keeps recordings, with no read-only mode (10 of 20). Transcripts, chat and audio come from meeting participants, and no prompt-injection guidance was found (0). A dashboard bot detail page and signed webhooks, with no audit log of API calls found (5 of 15). ISO 27001 certified (630036), SOC 2 Type 2 under audit, HIPAA with a BAA, a trust centre and HMAC-signed webhooks. No security.txt (404) or bug bounty found (12 of 20). 15+10+0+5+12 = 42.

Agent ergonomics MeetStream +16

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.

MeetStream 88

19 MCP tools (15), plus 2 because media come back as links rather than inline files (17 of 25). Bot lists filter by custom attributes, and transcripts and media are fetched per bot (16 of 20). Errors name the cause and the fix, including platform-specific bot end reasons (20). Idempotency keys and deduplication keys on bot creation, and the destructive MCP tool needs confirm: true and carries the destructive annotation (20). Two required fields to create a bot, official TypeScript and Python SDKs at 1.x and a CLI (15). 17+16+20+20+15 = 88.

Transparency & trust Circleback +13

Circleback 70

Closed service with clear terms, effective 7 April 2026, naming Circleback AI, Inc. under Delaware law (15 of 30). The security page says customer data isn't used to train models, retention settings are documented per data type with permanent deletion, the Terms delete data when an account is deleted, and a DPA and BAA are published. The Privacy Policy dates from 15 July 2024 and gives no periods (22 of 30). No deprecation policy or dated deprecation notice found (0 of 20). US processing under the Data Privacy Framework is stated. Sub-processors weren't found outside the DPA, which wasn't read in full (10 of 20). 15+22+0+10 = 47.

MeetStream 57

Closed service with clear terms of 7 August 2026 naming MeetStream Corp. (15 of 30). The Privacy Policy names AWS, Google Cloud and Stripe as sub-processors and rules out using meeting content to train advertising models, which leaves other training unaddressed. Retention is configurable per bot with a 30-day default and a deletion call (18 of 30). Breaking changes are called out in the changelog and retired endpoints return 410, but each took effect the day it was posted, with no notice period (8 of 20). Sub-processors named, data locations not stated (10 of 20). 15+18+8+10 = 51.

Payments & pricing MeetStream +10

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.

MeetStream 40

No x402, MPP or L402 (0). Per-hour prices are public, $0.35 per bot hour, $0.10 for transcription and $0.05 per GB a month of storage past 30 days (20). $5 free credit with no card required (20). Signup and key creation happen in the dashboard, and the MCP OAuth flow needs a person to approve (0). 0+20+20+0 = 40.

Score by category

CategoryWeight this runCirclebackMeetStreamEdge
Reliability16%207745Circleback +32
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28183MeetStream +2
Agent ergonomics13%16.27288MeetStream +16
Security & auth14%17.56142Circleback +19
Payments & pricing10%12.53040MeetStream +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87882MeetStream +4
Transparency & trust7%8.87057Circleback +13
Negative events≤150-4
TotalB 67.6/100C 57.3/100

Facts side by side

FactCirclebackMeetStream
KindHTTP APIHTTP API
VendorCircleback AI, Inc.MeetStream Corp.
Hosted endpointhttps://circleback.ai/api/mcphttps://mcp.meetstream.ai/mcp
TransportsHTTP, Streamable HTTPHTTP, websocket, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumPay per use
x402nono
LicenceProprietary service under Circleback's Terms of Service. The @circleback/cli npm package is MITProprietary service under MeetStream's Terms of Use. The SDKs @meetstream/sdk and meetstream-sdk and the Go MCP server are published separately
Tools exposed2819
Read-only variant documentedyesno
llms.txtyesyes
MCP registryai.circleback/circlebackio.github.meetstream-ai/meetstream-mcp
Last release2026-11-032026-10-27
Terms last updated2026-04-072026-08-07
Privacy policy last updated2024-07-152026-08-07
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 textnot found in the text
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waiveryesnot found in the text

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.

MeetStream

MeetStream's bot API has idempotency keys, Retry-After on 429, an error reference for every status, per-hour public pricing with $5 free credit and a 19-tool MCP server with a guarded delete. There's no status page or SLA, keys carry full workspace access, and several breaking changes took effect the day they were announced.

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

MeetStream

  1. Send Authorization: Token <key>, not Bearer. A wrong scheme returns 403 Forbidden
  2. Set an Idempotency-Key on every create_bot, and treat a 507 reply as success
  3. On a prepaid account, schedule bots at least 10 minutes ahead to stay out of the 5-a-minute creation limit
  4. Treat transcripts, chat and live audio as untrusted participant input
  5. Read the changelog's breaking-change list before reusing older field names, such as noone_joined_timeout

Questions

Which is better for AI agents, Circleback or MeetStream?

Circleback scores 67.6 (B) on agent readiness against MeetStream's 57.3 (C), and leads in 3 of 7 scored categories. MeetStream leads on agent ergonomics and payments & pricing.

Do Circleback and MeetStream need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Circleback and MeetStream without installing anything?

Yes. Circleback has a hosted endpoint at https://circleback.ai/api/mcp and MeetStream at https://mcp.meetstream.ai/mcp.

Other comparisons with Circleback or MeetStream

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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.