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  • A
    license
    A
    quality
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    maintenance
    Long AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inp
    8
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides OpenCode with adaptive long-term memory by storing preferences, lessons, and usage history locally in SQLite, enabling AI to remember and adapt to users through context-based learning.
    16
    452 npm
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to read, search and edit GEDCOM (.ged) family-tree files from Ancestry.com and other genealogy software, letting an MCP client navigate relationships, explore ancestor and descendant trees, inspect sources and citations, and make safe, lossless edits that are written straight back to the file with a backup.
    19
    1
    MIT
  • A
    license
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    quality
    A
    maintenance
    Gives AI apps a shared, plain-folder memory on your own machine, so whatever you tell one model the others can read, and you can inspect, review and undo every change they make. Memory stays portable across vendors, models and account changes instead of living on a provider's servers.
    436 PyPI
    24
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides a local-first memory layer for coding agents, storing principles, rules, and corrections on-device and surfacing them at the moments they apply so agents act on the intended outcomes without sending data to the cloud.
    14,499 npm
    2
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables an AI agent over MCP to read, file, and correct a plain-file, self-hosted personal life store — memories, people, money, body, papers, decisions and someday, alongside the usual tasks, projects, goals, habits and areas — recording every edit and deliberate non-edit so it can be reviewed and reversed. The agent does the maintenance work; the user just visits to glance at what needs them or wander through what's there.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to add, search, and delete persistent namespace-scoped notes through a local stdio server backed by a SQLite database. Namespaces isolate queries and content-derived IDs make repeated writes idempotent.
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Enables agents to query and append shared memory in a local, user-owned Markdown/Obsidian vault through hybrid vector and keyword retrieval with reranking, while redacting secrets and PII into sanitized, minimum-viable briefs. It also dispatches approved tasks to Wajo Fo's MCP endpoint over StreamableHTTP or SSE and writes execution receipts back to the vault.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Local-first semantic memory server with project indexing for AI assistants. It enables AI assistants to store, retrieve, and search memories and project code using embeddings and vector search.
    68 npm
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.
    7
    MIT
  • A
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    Not graded
    quality
    F
    maintenance
    Enables AI agents to make outbound phone calls, send SMS, and transcribe recordings via Twilio, while also giving them searchable memory over past Claude Code, Codex CLI, and Cursor sessions stored in local SQLite.
    87 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Gives your AI a live picture of your home bar's spirits, liqueurs, juices, garnishes, equipment and glassware, so it can suggest cocktails you can actually make right now, propose substitutes, help use up open bottles before they turn, and keep a shopping list. Runs locally alongside a web UI where you and the AI read and write the same inventory, with fill levels, expiry dates and every change logged.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables agents to access a shared portable vault for memory, skills, and API credentials through MCP, so tools can store and retrieve memories, read versioned skill playbooks, and make server-side API calls without exposing secret keys.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP-compatible agents to read explicitly specified persona files, long-term memories, daily summaries, and valid continuation cards through read-only context tools. It supports keyword recall and limited source retrieval with source numbering and eligibility re-checks.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables coding agents to query a local, versioned knowledge graph of a software project, retrieving overviews, context packs, evidence, and explanations to make informed changes.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Serves instructions and templates that make any AI coding tool plan before building, work through a project checklist in the right order, and hold a consistent standard, while all reading and writing of your code stays on your machine.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables Claude to act as a personal assistant in Telegram by providing tools to read new messages, send replies, and manage tasks/reminders/notes in a Supabase-backed memory.
    -