data-ai MCP Server
Context compiler for TypeScript/JavaScript AI agents. Automatically compiles agent state into optimized LLM payloads with history compression, tool pruning, multi-provider support, and more.
Discovered via agent-topic:ai-agent and last synced 3mo ago.
Install instructions not detected yet
Check the source repository for the latest setup steps.
Type
`(history, tokenInfo) => Message[] \
`(msgs: Message[]) => Promise<string>`
`(msgs: Message[]) => number`
`{ summary, truncatedCount }`
`number`
Payload
Example
Description
`compile({ target: new MyAdapter() })`
`'max' \
`number`
OpenAI
Integrate `@context-chef/ai-sdk-middleware` — drop-in AI SDK middleware, zero code changes
Description
`string`
Promise<string
`(summary, count, details) => void`
`image_url` / `file` content parts
`number`
Emitted when a memory entry expires during `compile()`
Integrate `@context-chef/core` — full control over compilation pipeline, multi-provider support
Chat Completions
Integrate `@context-chef/tanstack-ai` — TanStack AI ChatMiddleware with compression and state injection
Mapped to `ThinkingBlockParam`
Simple agents; you don't rely on cache breakpoints past the system parameter
`ChefLogger`
Top of sandwich
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' or 'affiliate payout.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch.
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms, or wants to do social listening and engagement triage. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,' 'LinkedIn carousel,' 'social media strategy,' 'grow my following,' 'Tik
When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' 'revenue operations,' 'lead scoring,' 'lead routing,' 'MQL,' 'SQL,' 'pipeline stages,' 'deal desk,' 'CRM automation,' 'marketing-to-sales handoff,' 'data hygiene,' 'leads aren't getting to sales,' 'pipeline management,' 'lead qualification,' or 'when should marketing hand off to sales.' Use this for anything involving the systems and proc
When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," "breadcrumb schema," "Google rich results," "knowledge panel," "star ratings in search," or "add structured data." Use this whenever someone wants their pages to show enhanced results in Google. For broader SEO issues, see seo-audit. For AI search
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