AI Agent Store API
Artificial Intelligence
Discovery API & catalog of AI agent integrations, tool-calling specs, and MCP servers
AI Agent Store API Highlights
AI Agent Store API is best for AI engineers and developers building autonomous agents with dynamic tool-calling and MCP server integration
No Auth / Open API
Public caching rate limits
Nigeria
Ghana
KenyaAI Agent Store API provides a machine-readable directory and discovery API for AI agent capabilities, Model Context Protocol (MCP) servers, tool-calling endpoints, and agentic workflows. Built for developers engineering autonomous systems (such as AutoGen, LangChain, CrewAI, and Claude desktop integrations), the API catalogs verified external services that agents can call programmatically.
By querying the AI Agent Store catalog, applications can discover available plugins, retrieve JSON tool definitions, inspect required authentication methods, and dynamically register third-party capabilities into an agent's runtime environment.
AI Agent Store API Core Features & Capabilities
| Feature | Status | Description & Capabilities |
|---|---|---|
| Natural Language Processing (NLP) | ✓ Supported | Provides native Natural Language Processing (NLP) capabilities integrated within the API. |
| Generative AI / Text Generation (LLM) | ✓ Supported | Provides native Generative AI / Text Generation (LLM) capabilities integrated within the API. |
| Named Entity Recognition (NER) | ✓ Supported | Provides native Named Entity Recognition (NER) capabilities integrated within the API. |
| Image Recognition & Computer Vision | ✗ Not Supported | Image Recognition & Computer Vision is currently not supported by AI Agent Store API. |
| Speech / Audio Processing | ✗ Not Supported | Speech / Audio Processing is currently not supported by AI Agent Store API. |
| Machine Translation & Language Detection | ✗ Not Supported | Machine Translation & Language Detection is currently not supported by AI Agent Store API. |
| Sentiment & Emotion Analysis | ✗ Not Supported | Sentiment & Emotion Analysis is currently not supported by AI Agent Store API. |
| Nigerian Language Support (Yoruba / Igbo / Hausa) | ✗ Not Supported | Nigerian Language Support (Yoruba / Igbo / Hausa) is currently not supported by AI Agent Store API. |
- public read-only discovery API and machine-readable markdown catalog for autonomous AI agents and MCP servers.
Required Access Documents for AI Agent Store API
- None (Open API)OptionalPublicly accessible discovery schema
Different AI Agent Store API use cases
- Dynamic Agent Tool Discovery:Allow autonomous AI agents to search for and load relevant tools on the fly.
- MCP Server Ecosystem Navigation:Provide developers with a searchable index of compatible Model Context Protocol servers.
- AI Application Marketplaces:Embed an in-app marketplace of AI agent plugins and extensions inside software platforms.