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Floe Labs · GitHub

Floe Labs

True per-call cost, without joining 5 dashboards after the call. Your voice agent's whole bill — telephony, STT, LLM, TTS, search — on one ledger.

Floe Labs

Spend controls for Voice AI. Your agent's whole bill — telephony, STT, LLM, TTS, search — on one ledger, enforced before money moves. Inside Vapi, Retell & Bland, or fully BYOK.

Website · Docs · Dashboard · 𝕏 @FloeLabs


Start free. $3 Welcome Credit — 300 API credits on signup, no card required. Your agent makes its first paid call in minutes. Get started →

The problem

A voice call touches 7–20 vendors, each billing separately. Token and TTS usage varies every conversation, so true per-call cost only exists by joining usage data across providers after the call. A token router meters ~40% of the bill — the LLM slice — and is blind to the other 60%. On BYOK, platform dashboards report provider costs as $0.

Floe is that join, plus enforcement: per-call cost across every vendor, and caps applied before money moves where Floe is in the path — with a between-call circuit breaker everywhere else. Gateway overhead: 38ms p50 / ~180ms p99 on live keyless production traffic.

Quickstart — one voice turn, one budget

A single spoken turn spends across speech-to-text, an LLM, and text-to-speech. Same key, same task budget for all three — a token router only ever sees the middle step.

# 1 · Transcribe (Deepgram) — through the Floe proxy
curl -X POST https://credit-api.floelabs.xyz/v1/proxy/fetch \
  -H "Authorization: Bearer $FLOE_API_KEY" \
  -H "Content-Type: application/json" \
  -H "X-Floe-Task-Id: call-8842" \
  -d '{"url":"<DEEPGRAM_STT_ENDPOINT>","method":"POST","body":"{...audio...}"}'

# 2 · Reason (any LLM) — keyless: only your Floe key, same ledger
curl -X POST https://credit-api.floelabs.xyz/v1/chat/completions \
  -H "Authorization: Bearer $FLOE_API_KEY" \
  -H "Content-Type: application/json" \
  -H "X-Floe-Task-Id: call-8842" \
  -d '{"model":"openai/gpt-4o","messages":[{"role":"user","content":"Book Friday at 2pm."}]}'

# 3 · Speak (ElevenLabs) — through the Floe proxy
curl -X POST https://credit-api.floelabs.xyz/v1/proxy/fetch \
  -H "Authorization: Bearer $FLOE_API_KEY" \
  -H "Content-Type: application/json" \
  -H "X-Floe-Task-Id: call-8842" \
  -d '{"url":"<ELEVENLABS_TTS_ENDPOINT>","method":"POST","body":"{...text...}"}'

All three legs share X-Floe-Task-Id, so one budget caps the whole conversation — STT, LLM, and TTS together, on one ledger. Each response returns its cost in X-Floe-Payment-Amount (e.g. 0.0125).

MCP (zero install) — add to Claude Code / Cursor / Claude Desktop:

claude mcp add --transport http floe https://mcp.floelabs.xyz/mcp \
  --header "Authorization: Bearer YOUR_FLOE_KEY"

Prefer an SDK? npm install floe-agent or pip install floe-agentkit-actions — see Repos.

Three ways in

1 · Inside your platform (Vapi / Retell / Bland). Documented hooks, zero platform cooperation:

  • Custom-LLM slot → Floe — pre-call enforcement on ~60% of call cost. Recipes: vapi-custom-llm, retell-custom-llm. (Bland has no self-serve custom LLM — govern it with Reconcile Mode below.)
  • Custom voice & transcriber → Floe (early access) — metered STT/TTS in your provider dropdown. Behind a flag until we publish a media-path latency benchmark — we don't promote a leg in your audio path ahead of its numbers. Recipe: vapi-voice-metered.
  • End-of-call webhooks → Reconcile Mode — every call reconciled onto one ledger at call-end; cross your cap and the next call is denied. A runaway campaign dies at call N, not call 10,000.
  • Coverage Score, per agent, in the dashboard — % of spend enforceable pre-call vs reconciled vs dark, and which leg to move to raise it.

Pre-call where we're in the path. Circuit breaker everywhere else. Setup → · Graduate to 100% coverage →

2 · BYOK. Keep your vendor accounts and keys — Floe meters, joins, and caps on top. Route just the LLM leg by changing the base URL and key:

from openai import OpenAI

client = OpenAI(
    base_url="https://credit-api.floelabs.xyz/v1",  # was https://api.openai.com/v1
    api_key=os.environ["FLOE_API_KEY"],             # your Floe key — not an OpenAI key
)
# every call now bills to your Floe balance, under your spend caps

OpenAI-compatible, so it works from any SDK. → Add Floe to your existing pipeline

3 · Keyless. One Floe key, no per-vendor accounts, welcome credits. Fund by card; settlement is automatic. Best for prototypes and net-new agents.

Vendor Marketplace — 2,000+ vendor API services, one key

Category Services
Compute Venice AI · OpenAI · Anthropic · Google Gemini · z.ai · Kimi
Voice Deepgram · ElevenLabs · Venice AI · Floe Phone via Twilio (live)
Image Venice AI (generation, upscale, edit, background removal)
Web Firecrawl (search + scrape)
Search Exa · Parallel AI · Tavily
Browser Hyperbrowser · Browserbase · Anchor Browser
Agent tools AgentMail · Pinata · PostalForm

Browse the full directory →

Works with your framework

Framework Status How
Coinbase AgentKit GA Native — floeActionProvider
LangChain GA getLangChainTools adapter
Vercel AI SDK GA getVercelAITools adapter
Claude / Cursor GA floe-mcp-server
CrewAI Beta via MCP server
OpenAI Agents SDK Preview MCP fallback; native adapter in progress
Plain HTTP/REST GA anything that speaks HTTP

Repos

Repo What it does Install
agentkit-actions TypeScript SDK — spend controls, metered vendor calls, agent awareness npm install floe-agent
agentkit-actions-py Python SDK — full parity pip install floe-agentkit-actions
floe-guard Local budget guardrail — hard-stops a runaway agent before it overspends pip install floe-guard
floe-cookbook Runnable end-to-end agents, including voice git clone
floe-mcp-server MCP server for Claude, Cursor, any MCP agent Setup
eve-floe Reference voice agent built on Floe git clone

Voice recipes (in floe-cookbook): vapi-custom-llm · retell-custom-llm · vapi-voice-metered


Built by operators from Airwallex, Western Union, eBay, Kado, Transak. hello@floelabs.xyz

Pinned Loading

  1. floe-mcp-server floe-mcp-server Public

    TypeScript 4 1

  2. floe-cookbook floe-cookbook Public template

    Agents and demos for the Floe finops for voice builders, including 15 LLM model providers + 2,000+ vendor API services

    TypeScript 3 1

  3. floe-guard floe-guard Public

    The spend meter and budget gate for AI voice agents. Meters STT + TTS + LLM + telephony per call, out of the box (Pipecat, LiveKit — Python & TypeScript). Hard-stops the next turn before it crosses…

    Python 515 15

  4. agent-skills agent-skills Public

    Agent skills for Floe — metered, budget-capped multi-vendor API access (LLM, STT, TTS, telephony, x402) through one key. For Claude Code, Cursor, and any Agent Skills client.

    1

  5. floe-cli floe-cli Public

    TypeScript 1

  6. pipecat-floe pipecat-floe Public

    Floe services for Pipecat — one Floe key for the LLM, STT, and TTS legs of a voice agent, metered per call with pre-call spend caps.

    Python 1

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