ClariLayer
If you've ever watched Claude forget your metric definitions between sessions, ClariLayer fixes that. It's a remote MCP server (streamable-http) that gives your agent four core verbs: recall pulls saved context before writing queries, remember persists definitions and schema notes, bootstrap bulk-imports from existing SQL/dbt/data dictionaries, and reconcile checks saved definitions against live warehouse results to surface drift. Works across Claude Code, Cursor, and Codex. The propose/propose_batch flow stages candidate entries in a review inbox instead of auto-saving them, so you can harvest facts from a working session and approve them one by one. Think of it as a durable, reconciled memory layer that compounds across projects and prevents the same data mistakes from resurfacing every conversation.
- GitHub stars
- 71
- tools
- 12
- auth
- Secret needed
- transport
- HTTP
- last updated
- Jul 30, 2026
Tools
12 toolsPublic tool metadata for what this MCP can expose to an agent.
recall_contextretrieves relevant saved context across the selected authorized space.
retrieves relevant saved context across the selected authorized space.
No parameter schema in public metadata yet.
get_context_entryFetch complete entries when needed.
Fetch complete entries when needed.
No parameter schema in public metadata yet.
remembersaves confirmed durable facts, preferences, decisions, rules and lessons.
saves confirmed durable facts, preferences, decisions, rules and lessons.
No parameter schema in public metadata yet.
context_checkpointrecords the AI's bounded completion declaration.
records the AI's bounded completion declaration.
No parameter schema in public metadata yet.
report_context_useoptionally links bounded feedback to delivered context.
optionally links bounded feedback to delivered context.
No parameter schema in public metadata yet.
capabilitiesUse the live capabilities tool for the current list and versions.
Use the live capabilities tool for the current list and versions.
No parameter schema in public metadata yet.
get_analysis_contextrecalls definitions, schema notes, saved queries and related context.
recalls definitions, schema notes, saved queries and related context.
No parameter schema in public metadata yet.
bootstrapimports supplied SQL, dbt models, notes, data dictionaries and semantic models.
imports supplied SQL, dbt models, notes, data dictionaries and semantic models.
No parameter schema in public metadata yet.
reconcilecompares a saved definition with supported warehouse or bounded, row-free HubSpot evidence supplied by your agent.
compares a saved definition with supported warehouse or bounded, row-free HubSpot evidence supplied by your agent.
No parameter schema in public metadata yet.
get_project_stanzaobtains the current workflow with mode: "runtime" at first relevant use in each new AI session.
obtains the current workflow with mode: "runtime" at first relevant use in each new AI session.
No parameter schema in public metadata yet.
proposestages suggestions for review; pending proposals are not live recall context.
stages suggestions for review; pending proposals are not live recall context.
No parameter schema in public metadata yet.
propose_batchstages suggestions for review; pending proposals are not live recall context.
stages suggestions for review; pending proposals are not live recall context.
No parameter schema in public metadata yet.
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ClariLayer
ClariLayer
Your AI should remember how you work.
Turn selected past conversations into memory your AI can use across projects and sessions.
Website · Docs · Connect your AI · Quickstart
ClariLayer keeps the facts, preferences, decisions, rules and lessons you choose to carry forward. Connect Claude Code, Cursor, Codex, claude.ai or another compatible remote MCP client. Your AI can recall relevant work context from the selected authorized space, with its source and applicability visible.
Start free. No credit card for the current personal offer.
One decision, carried into the next session
You settle a launch decision with your AI:
Details
- Repository
- github.com/clarilayer/clarilayer
- Categories
- Data & Analytics, Productivity & Office
- Transport
- HTTP
- Auth
- Required
- Registry
- MCP registry, active
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