Summary
Gives Claude access to 4,974+ APIs through a single search and execute interface. You describe what you need in natural language (translation, web search, image generation) and it returns ranked services with reliability scores, then executes them without you managing keys or credentials. Seventeen managed services like Groq, DeepL, Serper, and Stability AI work out of the box with credit-based billing. Also supports BYOK for any indexed API and handles payment via credits, USDC, or HTTP 402 micropayments. Useful when you want agents to call external APIs without building authentication pipelines for each one or when you need reliable routing across competing providers based on uptime signals.
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Public tool metadata for what this MCP can expose to an agent.
17 tools
wayforth_runThe Wayforth runtime. One call does everything: searches for the best API, picks the top-ranked service by WayforthRank v2, maps your input to the service's params, and executes it — returning the result directly. Use this instead of wayforth_search + wayforth_execute when you...5 params
The Wayforth runtime. One call does everything: searches for the best API, picks the top-ranked service by WayforthRank v2, maps your input to the service's params, and executes it — returning the result directly. Use this instead of wayforth_search + wayforth_execute when you...
Parameters* required
agent_idstringOptional: tag this call with your agent's name for per-agent analytics in your dashboard. Example: 'translation-agent', 'my-chatbot'. Max 64 chars, alphanumeric/hyphens/underscores.default:
categorystringOptional: filter by service category. Options: translation, inference, data, image, audio, communication
inputobjectThe actual content to process. Example: {'text': 'Hello world'} for translation, {'city': 'Tokyo'} for weather, {'query': 'AI news'} for search, {'symbol': 'AAPL'} for stocks
intentstringNatural language description of what you need. Example: 'translate this text to Spanish', 'get weather in Tokyo', 'search the web for AI news', 'get stock price for AAPL'
railstringPayment rail. 'managed' uses Wayforth's keys (recommended, zero setup). 'byok' uses your stored key.default: managed
wayforth_executeExecute any API service instantly. 15 managed services run with zero API keys — Wayforth holds the credentials. The fastest way to add any API capability to your agent. Optional: include agent_id='my-agent-name' to tag this call for per-agent analytics in your dashboard at way...4 params
Execute any API service instantly. 15 managed services run with zero API keys — Wayforth holds the credentials. The fastest way to add any API capability to your agent. Optional: include agent_id='my-agent-name' to tag this call for per-agent analytics in your dashboard at way...
Parameters* required
agent_idstringOptional: tag this call with your agent's name for per-agent analytics. Example: 'translation-agent'. Max 64 chars, alphanumeric/hyphens/underscores.default:
key_sourcestringKey source: 'managed' (use Wayforth's key, default) or 'byok' (use your stored key)default: managed
paramsobjectService-specific parameters as a JSON object (e.g. {'text': 'Hello', 'target_lang': 'ES'} for DeepL)
service_slugstringService to call: groq, deepl, openweather, newsapi, serper, resend, assemblyai, stability, tavily, jina, alphavantage, elevenlabs — or any custom slug for BYOK
wayforth_searchSearch 300+ verified APIs ranked by WayforthRank — real agent payment signals, not ads. Use this when you don't know which service to execute.4 params
Search 300+ verified APIs ranked by WayforthRank — real agent payment signals, not ads. Use this when you don't know which service to execute.
Parameters* required
categorystringOptional category filter: inference, data, translation, image, code, audio, embeddings
limitintegerNumber of results to return (1–20)default: 5
querystringNatural language description of the API service you need (e.g. 'translate text to Spanish', 'generate images')
tier_minintegerMinimum coverage tier: 0=all, 1=tested, 2=verified (default), 3=premiumdefault: 2
wayforth_listBrowse the Wayforth service catalog.3 params
Browse the Wayforth service catalog.
Parameters* required
categorystringFilter by category: inference, data, translation, image, code, audio, embeddings
limitintegerNumber of services to return (1–100)default: 10
tier_minintegerMinimum coverage tier: 0=all, 1=tested, 2=verified (default), 3=premiumdefault: 2
wayforth_statsGet current Wayforth catalog statistics.
Get current Wayforth catalog statistics.
No parameter schema in public metadata yet.
wayforth_statusReturn API health and catalog statistics.
Return API health and catalog statistics.
No parameter schema in public metadata yet.
wayforth_queryStructured service discovery using WayforthQL v2. More precise than wayforth_search — supports price caps, protocol filters, x402-only, provider filtering, and explicit sort order. Use when you need deterministic filtering rather than pure semantic ranking.11 params
Structured service discovery using WayforthQL v2. More precise than wayforth_search — supports price caps, protocol filters, x402-only, provider filtering, and explicit sort order. Use when you need deterministic filtering rather than pure semantic ranking.
Parameters* required
categorystringFilter by category: inference, translation, data, search, audio, image, etc.
limitintegerNumber of results to return (1–50)default: 5
offsetintegerPagination offset — skip this many resultsdefault: 0
price_maxnumberMaximum price per API call in USD (e.g. 0.001 for $0.001/call)
protocolstringPayment protocol filter (e.g. 'x402' for HTTP 402 native services)
providerstringFilter by provider name substring (e.g. 'openai', 'google')
querystringNatural language query describing the API you need (e.g. 'fast cheap translation', 'image generation under $0.01')
sort_bystringSort order: 'wri' (WayforthRank score, default), 'price' (cheapest first), 'tier' (highest tier first)default: wri
tier_minintegerMinimum coverage tier: 0=all, 1=tested, 2=verified (default), 3=premiumdefault: 2
verified_onlybooleanWhen true, return only tier-2+ verified servicesdefault: false
x402_onlybooleanWhen true, return only x402-native servicesdefault: false
wayforth_compareCompare 2-5 API services side by side. Returns WRI scores, response times, costs, signal counts and a plain-English recommendation. Use this before committing to a service.2 params
Compare 2-5 API services side by side. Returns WRI scores, response times, costs, signal counts and a plain-English recommendation. Use this before committing to a service.
Parameters* required
querystringOptional: describe your use case to get a relevance score per service. Example: 'fast inference for my chatbot'default:
slugsstringComma-separated service slugs to compare. Example: 'groq,together,perplexity'. Compare 2-5 services at a time.
wayforth_similarFind services similar to or commonly used alongside a given service. Returns co-usage patterns from real agent behavior.1 params
Find services similar to or commonly used alongside a given service. Returns co-usage patterns from real agent behavior.
Parameters* required
service_idstringService ID or wayforth:// identifier to find co-used services for
wayforth_payPay for a service through Wayforth. Two payment tracks: track='card' (default — no crypto needed): - Deducts from your Wayforth credit balance - Stripe Treasury processes the payment to the service - Get credits at wayforth.io/dashboard → Billing → Card Track track='crypto' (n...4 params
Pay for a service through Wayforth. Two payment tracks: track='card' (default — no crypto needed): - Deducts from your Wayforth credit balance - Stripe Treasury processes the payment to the service - Get credits at wayforth.io/dashboard → Billing → Card Track track='crypto' (n...
Parameters* required
amount_usdnumberAmount to pay in USD (e.g. 0.001)
query_idstringOptional query ID from wayforth_search for conversion tracking
service_idstringService ID from wayforth_search results (e.g. 'wayforth://deepl/...')
trackstringPayment track: 'card' (Stripe Treasury credits) or 'crypto' (Base USDC, non-custodial)default: card
wayforth_keysManage BYOK (Bring Your Own Key) stored service keys. Store encrypted API keys for any service and call them via wayforth_execute with key_source='byok'. Keys are encrypted at rest with AES-128 and never returned in plaintext.4 params
Manage BYOK (Bring Your Own Key) stored service keys. Store encrypted API keys for any service and call them via wayforth_execute with key_source='byok'. Keys are encrypted at rest with AES-128 and never returned in plaintext.
Parameters* required
actionstringAction to perform: 'list' (show stored keys), 'add' (store a new key), or 'delete' (remove a key)
api_key_valuestringThe API key to encrypt and store (required for action='add')
service_namestringHuman-readable label for the service (optional for 'add', defaults to service_slug)
service_slugstringService identifier slug (required for 'add'/'delete'), e.g. 'openai', 'anthropic', 'stripe'
wayforth_rememberSave a service to agent memory for quick access later.4 params
Save a service to agent memory for quick access later.
Parameters* required
agent_idstringAgent identifier (wallet address or session ID) for cross-session persistencedefault:
notestringOptional note about why you saved this servicedefault:
service_idstringService ID or wayforth:// identifier from search results
service_namestringHuman-readable name of the service to save
wayforth_recallRecall services previously saved to memory.2 params
Recall services previously saved to memory.
Parameters* required
agent_idstringAgent identifier used when saving — required for cross-session memory retrievaldefault:
querystringOptional filter to search saved services by name or notedefault:
wayforth_identityGet or create your agent identity on Wayforth. Returns your trust score, reputation tier, and usage history.1 params
Get or create your agent identity on Wayforth. Returns your trust score, reputation tier, and usage history.
Parameters* required
agent_idstringYour unique agent identifier — wallet address or any stable session ID
wayforth_check_agent_identityLook up an agent's identity and reputation on Wayforth. Returns tier (unknown/emerging/established/trusted/elite), trust score (0-100), call history, and cumulative spend. Agents build reputation automatically through x402 pay-per-call usage. No signup required. Tiers unlock h...1 params
Look up an agent's identity and reputation on Wayforth. Returns tier (unknown/emerging/established/trusted/elite), trust score (0-100), call history, and cumulative spend. Agents build reputation automatically through x402 pay-per-call usage. No signup required. Tiers unlock h...
Parameters* required
wallet_addressstringBase wallet address to look up (0x...). Returns tier, trust score, and activity history.
wayforth_set_wri_alertRegister a webhook to be notified when any API service crosses a WayforthRank WRI score threshold. The webhook fires once per service per 24 hours when the score crosses upward through the threshold. Payload is HMAC-SHA256 signed with X-Wayforth-Signature for verification. Use...4 params
Register a webhook to be notified when any API service crosses a WayforthRank WRI score threshold. The webhook fires once per service per 24 hours when the score crosses upward through the threshold. Payload is HMAC-SHA256 signed with X-Wayforth-Signature for verification. Use...
Parameters* required
categorystringOptional: only alert for services in this category. Options: translation, inference, search, image, audio, finance, weather, email, data. Leave unset to watch all categories.
min_signalsintegerMinimum signal count before alerting. Prevents noise from newly-added services with very few data points. Default: 5.default: 5
notify_urlstringHTTPS webhook URL to POST to when a service crosses the WRI threshold.
threshold_scorenumberWRI score threshold (50.0 – 99.9). Alert fires when any matching service crosses this score upward.
wayforth_quickstartGet the Wayforth developer quickstart guide. Returns step-by-step instructions for using Wayforth in an agent.
Get the Wayforth developer quickstart guide. Returns step-by-step instructions for using Wayforth in an agent.
No parameter schema in public metadata yet.
Wayforth
The runtime that keeps AI agents running in production.
v0.9.2
One install gives an agent a single place to discover, use, and pay for thousands of services — and when one fails mid-run, Wayforth reroutes so the agent keeps going. Agents break in production. Yours won't.
Why Wayforth
Agents demo well and fail in production. Real APIs rate-limit, expire keys, return garbage, and go down mid-task — and a long-running agent falls over the first time a dependency hiccups. Wayforth is the operational layer between your agent and that mess.
- It reroutes itself — when a service fails mid-run, Wayforth fails over to an interchangeable provider. Live today for search and model inference, expanding as coverage grows.
- It stays on budget — give any run a hard credit ceiling; the call that would exceed it is refused before it spends. No runaway loops.
- One install, every service — MCP-native, managed credentials, one balance. No per-service signups.
- Speaks the standards — MCP-native, and live A2A interop (signed agent card + JWKS + streaming).
Quick start
# 1. Install the MCP server
uvx wayforth-mcp
# Add to Claude Code permanently
claude mcp add wayforth -- uvx wayforth-mcp
# 2. Get a key at wayforth.io/signup, then:
export WAYFORTH_API_KEY=wf_live_...
Python
pip install wayforth-sdk
from wayforth import Wayforth
client = Wayforth(api_key="wf_live_...")
results = client.search("real-time stock data")
TypeScript
import { WayforthClient } from "wayforth-sdk";
const wf = new WayforthClient("wf_live_...");
Full reference: gateway.wayforth.io/guide/
What's live
- Self-heal reliability — automatic failover across interchangeable providers (search + model inference today).
- Loop budgets — per-run credit ceilings, enforced before spend, ledger-derived.
- Hosted runtime — deploy and run agents in isolated environments.
- A2A interop — the gateway serves a signed agent card and JWKS and supports streaming, verified against
a2a-sdk==0.3.26. - Managed access — a catalog of thousands of services across 19 categories, reachable through one install, with managed keys for a set of live managed services.
- Multi-rail payments (built, in sandbox) — designed to pay across card, USDC, and x402 under one balance. Live settlement is gated on incorporation.
Pricing
| Plan | Credits/month | Price |
|---|---|---|
| Free | 100 | Free |
| Starter | 6,000 | $12/mo |
| Builder | 21,000 | $29/mo |
| Pro | 72,000 | $99/mo |
| Growth | 240,000 | $299/mo |
| Enterprise | 1,000,000 | Custom |
Details: wayforth.io/pricing
On the roadmap
AP2 (verified payment authorization), live payment settlement across all rails, and expanding self-heal to more service categories.
Links
- Quickstart — wayforth.io/quickstart
- API reference — gateway.wayforth.io/guide/
- For providers — wayforth.io/providers
- PyPI (MCP) — pypi.org/project/wayforth-mcp
- PyPI (SDK) — pypi.org/project/wayforth-sdk
- Contact — wayforth.io/contact
License
Business Source License 1.1 — converts to Apache 2.0 on 2030-04-25.
© 2026 Wayforth Technologies Inc.
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Plug Mailtrap into your AI workflow and let it handle the email.
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Packagewayforth-mcp
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UpdatedApr 24, 2026
