Cross-tool AI memory that recalls first every turn and admits when it doesn't know. Every recall passes an anti-confabulation gate (answer | verify | abstain) — it abstains rather than guess. Eight tools: Memory Write, Memory Recall, Playbook Recall, Gated Recall (abstains when unsure), Verified Recall (high precision), Memory Feedback (label a recall decision), Memory Search, and Fetch Memory — full parameter-level reference at https://ultramemory.io/docs/tools/. Connect with OAuth 2.1 or a um_
Cross-referenced across 55 tracked directories
#45406
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Adoption Stage
10/27/2026
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Recently added to the ecosystem
🐍 🏠 - MCP Server implementation that provides Elasticsearch interaction
kansei-link
Intelligence layer for discovering and orchestrating Japanese SaaS MCP tools (AEO)
59b9f352-8cdc-44d3-9dd9-db3bfa521880
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GitHub Actions
XcodeBuildMCP is a Model Context Protocol server that provides tools for Xcode project management, simulator management, and app utilities.
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