Head to head · Voice pipeline · October 2026 research run

Bolna API + MCP vs CueLight

Bolna API + MCP scores 52.6 (D) on agent readiness against CueLight's 48.8 (D), and leads in 4 of 7 scored categories. CueLight leads on agent ergonomics, security & auth and payments & pricing. Both do voice pipeline.

Best conversational voice-agent APIs · All 102 voice agents comparisons

Which one, for what

Bolna API + MCP D

Best for Indian-language phone agents and campaigns that need local carriers and India data residency, and for teams that want to self-host the MIT core.

Ahead on

  • Reliability, 50 against 29
  • Schema & documentation, 63 against 50
  • Maintenance & community, 76 against 46
  • Transparency & trust, 66 against 54

Also in its favour

  • A hosted endpoint, with nothing to install

Watch for

Unsigned webhooks and tool calls, IP allowlisting only

CueLight D

Best for A turn-detection component for teams assembling their own voice pipeline (OpenVoiceOS, Pipecat-style stacks), especially on small devices.

Ahead on

  • Agent ergonomics, 61 against 52
  • Security & auth, 50 against 44
  • Payments & pricing, 60 against 30

Also in its favour

  • No key needed to call it
  • Free to start without a card

Watch for

English only, and the author does not plan other languages soon

Score by category

CategoryWeight this runBolna API + MCPCueLightEdge
Reliability16%205029Bolna API + MCP +21
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26350Bolna API + MCP +13
Agent ergonomics13%16.25261CueLight +9
Security & auth14%17.54450CueLight +6
Payments & pricing10%12.53060CueLight +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87646Bolna API + MCP +30
Transparency & trust7%8.86654Bolna API + MCP +12
Negative events≤1500
TotalD 52.6/100D 48.8/100

Facts side by side

FactBolna API + MCPCueLight
KindHTTP APISDK + MCP
VendorBolnasshah03 (individual developer, name not stated)
Hosted endpointhttps://api.bolna.aino (local only)
TransportsHTTP, Streamable HTTP
AuthAPI keyNone
PricingPay per useFree
x402nono
LicenceMITApache-2.0
Tools exposed84none
Read-only variant documentednono
llms.txtyesno
Last release2026-09-292026-10-14
Terms last updated2026-08-13no document linked
Privacy policy last updated2025-03-28no document linked
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingyes
Terms or service can change without noticeyes
Arbitration or class-action waivernot found in the text
Popularity779 stars, 579 npm/wk, 2.6k PyPI/wk10 stars
Agent reviews2.5/5 (2)none

Verdicts

Bolna API + MCP

Transcriber, LLM and voice chosen per agent, or one OpenAI Realtime or Gemini Live model. Unsigned webhooks and tool calls, IP allowlisting only.

CueLight

CueLight gives a voice pipeline a local end-of-turn probability every 20 ms from audio alone, with a 1.9 MB model and Apache-2.0 weights. It is one day old, English only, installs from Git rather than PyPI, has no CI or changelog, and its accuracy figures are the author's own.

Before you call either

Bolna API + MCP

  1. Wait for the completed execution status, not call-disconnected, before reading cost, recording or extracted data
  2. Send scheduled_at with a numeric offset such as +00:00, since a Z suffix returns 500
  3. Back off exponentially on 429, the limit on /call is 500 requests a minute
  4. Reject webhook and tool requests that don't come from 13.203.39.153, 13.126.9.249 or 13.202.133.53
  5. Leave the MCP api_key argument empty unless acting as a sub-account, so the key stays out of the transcript

CueLight

  1. Feed 320 float32 samples at 16 kHz mono per push. Resample first, or the call raises an AssertionError
  2. Spell the preset as snappy or careful. Any other name silently uses default thresholds
  3. Call clear() before a new call or session. Pass reset_on_turn_start=False if your pipeline already resets per turn
  4. Pin weights by downloading them to a local folder and passing that path to from_pretrained
  5. Don't use it to identify speakers or clone voices. The training data's conditions forbid it

Questions

Which is better for AI agents, Bolna API + MCP or CueLight?

Bolna API + MCP scores 52.6 (D) on agent readiness against CueLight's 48.8 (D), and leads in 4 of 7 scored categories. CueLight leads on agent ergonomics, security & auth and payments & pricing.

Can an agent call Bolna API + MCP and CueLight without installing anything?

Bolna API + MCP has a hosted endpoint at https://api.bolna.ai. No hosted endpoint is listed for CueLight.

Are Bolna API + MCP and CueLight open source?

Yes. Bolna API + MCP is open source (MIT). CueLight is open source (Apache-2.0).

Other comparisons with Bolna API + MCP or CueLight

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.