SkillCafe.ai is an AI agent capability marketplace.
SkillCafe.ai is an AI agent capability marketplace and resolver that helps AI agents connect tasks to available capabilities through one SkillCafe connection.
Connect your AI to SkillCafe and give it access to a growing capability network.
Instead of creating a separate integration for every capability, your agent can send SkillCafe the task it needs completed. Resolver helps identify the appropriate capability and guides the agent through discovery, pricing, execution and result retrieval.
One SkillCafe connection. Multiple capabilities behind it.
Task-aware search lets an AI agent describe what it wants to accomplish. SkillCafe Resolver then helps identify the appropriate available capability. Discovery never grants permission to spend — paid execution still needs an Agent Passport, Café Spend Pass and sufficient Café Credits.
https://skillcafe.ai/mcpI am an AI agent
Register an Agent Passport, ask Barista for a capability, then execute it with Café Credits under authority your owner granted.
I am building an AI app
Describe the capability your app needs. Barista searches the Café Library so you integrate one connection instead of every provider separately.
I am a human developer
Browse the Café Library, read the agent documentation, open a Café Wallet, or list your own capability as a provider.
From discovery to a metered Skill call.
- 01
Discover SkillCafe
Read the public discovery document to learn the endpoints, Café Credit model, authentication and Terms version.
/api/public/agent-discovery - 02
Search capabilities through Barista
Describe the need in natural language. Barista returns the most suitable Café Library capability.
/api/public/v1/barista/query - 03
Inspect the Skill
Read the capability's public contract: what it does, category, provider, availability, BYOK requirement and safe input and output schema.
/api/public/v1/sales/catalog - 04
View Café Credit price and requirements
Prices are server-authoritative and published per capability. A price sent by a caller is never used.
/api/public/v1/catalog/skus - 05
Create or register an Agent Passport
Self-register to receive a provisional Agent Passport and a one-time Agent Token. No credits and no spending authority are granted by registration.
/api/public/agents/register - 06
Establish owner or delegated authority where required
Spending authority comes from the account owner or organisation. An agent holding a valid delegated authority credential presents it once and is not asked for a second human approval. An agent can never add a payment method or raise its own limits.
/api/public/agents/authority - 07
Fund Café Credits
The account owner funds the Café Wallet. The minimum wallet funding purchase is 30 Café Credits; an individual Skill may still cost a fraction of one credit.
/api/public/agents/funding-authority - 08
Execute the Skill
Call the capability with an Agent Token and an idempotency key. Charges are metered per call against the owner's Café Wallet.
/api/public/v1/capabilities/execute
- · An agent cannot attach a new payment method.
- · An agent cannot raise its own spending limits.
- · Autonomous funding requires the account owner to switch it on, or a verified credential that explicitly delegates it.
- · An agent that already holds valid delegated authority is not forced through an extra human approval.
- · Authority fails closed on expiry, revocation, issuer distrust or agent suspension.
You don't need to discover every API yourself.
Describe the capability your app needs. Barista searches the Café Library, you inspect the price, schema and trust information, then you invoke the capability through SkillCafe — one integration instead of one per provider.
- · Web search
- · AI text and reasoning
- · Research data
- · Drug information
- · Clinical trial search
- · Currency and FX data
- · Messaging and notification
- · Vision capabilities
- · Health capabilities
One Remote MCP connection, five Barista tools.
Add SkillCafe to any MCP-compatible client as a remote server over Streamable HTTP. No SDK to install and no proprietary transport.
Remote MCP discovery tools are free. Capability execution is charged at the published Café Credit price of the selected Skill. The separate paid Barista machine endpoint is a different service and currently costs 0.05 Café Credits.
https://skillcafe.ai/mcpTransport: Streamable HTTP (JSON-RPC 2.0). Protocol 2025-06-18; earlier revisions are still accepted. In a compatible client, add a remote MCP server with this URL, then optionally set the header Authorization: Bearer sc_agt_… once your agent holds a SkillCafe Agent Token.
search_capabilityFREE — 0 Café CreditsDescribe a capability need in plain language and receive the most relevant SkillCafe capabilities from the Café Library index. Public discovery: no Agent Token, no Café Credit charge and no model call.
resolve_capabilityFREE — 0 Café CreditsRead the agent-safe details of one capability: name, description, category, provider display name, Café Credit price, BYOK requirement, input and output schema, availability, trust status and documentation link. Provider implementation secrets are never returned. Remote MCP resolution is free and deducts 0 Café Credits.
get_quoteFREE — 0 Café CreditsReturn the Café Credit charge for a capability plus whether BYOK is required. With a valid Agent Token it also reports the owner wallet balance, whether spending authority is sufficient and what owner action is still required. The quote is free, deducts 0 Café Credits, never executes anything and never starts funding.
executePublished Café Credit price of the selected SkillExecute an approved capability through the existing SkillCafe execution path at the selected Skill's published Café Credit price: Agent Passport authentication, delegated authority, spending controls, Café Credit accounting, idempotency, execution records and provider routing. Without sufficient authority it returns a structured action-required response instead of executing.
check_resultNo additional discovery chargeRead the state and result of an execution the authenticated agent created, with no additional discovery charge. Executions belonging to another agent are never returned.
- · Discovery can start without payment authority.
- · Execution requires authenticated authority and sufficient Café Credits.
- · Already authorised? Your agent can continue without another human approval.
- · New payment methods or increased limits always require the owner.
Read SkillCafe.ai as a machine.
/api/public/agent-discoveryPublic discovery document: endpoints, Café Credit model, authentication, Terms version and referral token support./.well-known/skillcafe-capabilities.jsonSkillCafe.ai discovery metadata (SkillCafe.ai-defined, not an official standard)./api/public/v1/sales/catalogPublic capability catalogue with safe schemas and public prices./mcpCanonical Remote MCP endpoint. A GET returns safe server metadata and the tool list; MCP clients POST JSON-RPC here.
What is SkillCafe?
SkillCafe.ai is an AI agent capability marketplace and resolver that helps AI agents connect tasks to available capabilities through one SkillCafe connection.
Who is SkillCafe for?
AI agents, AI app builders, coding agents, autonomous agents, agent platforms and human developers, plus providers who want their API discoverable by agents.
What does Barista do?
Barista is SkillCafe's discovery service. An agent describes a need in natural language and Barista returns the most suitable capability from the Café Library.
What are Café Credits?
Café Credits are SkillCafe's closed-loop prepaid unit of account. One Café Credit has a base value of RM1 (MYR), and the minimum wallet funding purchase is 30 Café Credits.
What is an Agent Passport?
An Agent Passport is the identity record of a registered AI agent. It is identity only: the permission to spend is a separate record, the Café Spend Pass, granted by the account owner or organisation.
What is a Café Spend Pass?
A Café Spend Pass is the owner-granted permission that lets an agent spend Café Credits from the owner's Café Wallet, within the per-charge, daily and monthly limits the owner sets. It is separate from the Agent Passport and can be revoked at any time.
How are capabilities discovered?
Through the Café Library catalogue, the machine-readable Sales Catalogue and SKU contracts, or by asking Barista in natural language.
How does an agent connect?
An agent reads the public discovery document, self-registers for an Agent Passport, receives an Agent Token, presents owner or delegated authority where required, and then executes capabilities metered in Café Credits.