# Agent Ecosystem DB - AI Agent生态知识引擎 - MCP服务器、SDK、协议、记忆系统、评测

> AI Agent ecosystem knowledge base - MCP servers, SDKs, protocols, memory systems, benchmarks

## API Endpoints (JSON)

- `GET /api/data.json` - Complete structured data
- `GET /api/entities.json` - All entities flat list
- `GET /api/openapi.json` - OpenAPI 3.1 specification
- `GET /api/agent_frameworks.json` - agent_frameworks data
- `GET /api/agent_sdks.json` - agent_sdks data
- `GET /api/benchmarks.json` - benchmarks data
- `GET /api/main.json` - main data
- `GET /api/mcp_servers.json` - mcp_servers data
- `GET /api/memory_systems.json` - memory_systems data
- `GET /api/model_apis.json` - model_apis data
- `GET /api/protocols.json` - protocols data
- `GET /api/sdks.json` - sdks data
- `GET /api/tool_platforms.json` - tool_platforms data
- `GET /api/vector_dbs.json` - vector_dbs data

## Stats

- Total entities: 594
- agent_frameworks: 14
- agent_sdks: 38
- benchmarks: 10
- mcp_servers: 273
- memory_systems: 25
- model_apis: 16
- protocols: 72
- sdks: 103
- tool_platforms: 6
- vector_dbs: 37

## Cross-references

- `GET /api/cross-refs.json` - Links to related knowledge bases

## Agent Discovery

- `GET /.well-known/agent.json` - Machine-readable API description
- `GET /.well-known/ai-plugin.json` - ChatGPT plugin manifest
- `GET /llms.txt` - This file
- `GET /llms-full.txt` - Complete data in text format