Memory, knowledge and tools that answer mid-sentence.
A small set of services your avatar can call while it is still talking, persistent memory, retrieval over your documents and task runners, all exposed over the Model Context Protocol.
MCP over stdio and HTTP
Turn summaries and an entity store
Hybrid dense and keyword search
Encrypted, never returned by the API
Conversational Memory
Turn-level summaries are written back between utterances, so a caller can reference something from ten minutes ago without a full transcript prompt.
Retrieval Over Your Corpus
Point kika.ws at a bucket or a URL set. Chunks are embedded and queried inside the response window rather than as a separate round trip.
MCP Tool Calling
Any MCP server you run becomes callable in conversation, and kika.ws speaks a short acknowledgement while a slow tool call resolves.
Scoped Credentials
Tools are granted per avatar, per organization. A tool that is not granted is never placed in the model context at all.
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