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brucepro
buildautomata_memory_mcp
Python2025–2026
brucepro / buildautomata_memory_mcp

buildautomata_memory_mcp

Memory MCP and CLI

2Distinct people
3Mentions
0Explicit recommenders
14GitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

Memory MCP and CLI

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 3:56:07 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by week3 dated mentions

Observed mentions: 2025-10-11 02:22:21 UTC to 2026-02-23 06:05:17 UTC. Weeks start Monday, UTC.

0122025-10-06 00:00:00 UTC to 2025-10-13 00:00:00 UTC (exclusive): 2 mentions; 1 submissions, 1 commentsOct 62025-10-13 00:00:00 UTC to 2025-10-20 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-10-20 00:00:00 UTC to 2025-10-27 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-10-27 00:00:00 UTC to 2025-11-03 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-11-03 00:00:00 UTC to 2025-11-10 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-11-10 00:00:00 UTC to 2025-11-17 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-11-17 00:00:00 UTC to 2025-11-24 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-11-24 00:00:00 UTC to 2025-12-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-12-01 00:00:00 UTC to 2025-12-08 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-12-08 00:00:00 UTC to 2025-12-15 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-12-15 00:00:00 UTC to 2025-12-22 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsDec 152025-12-22 00:00:00 UTC to 2025-12-29 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-12-29 00:00:00 UTC to 2026-01-05 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-01-05 00:00:00 UTC to 2026-01-12 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-01-12 00:00:00 UTC to 2026-01-19 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-01-19 00:00:00 UTC to 2026-01-26 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-01-26 00:00:00 UTC to 2026-02-02 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-02-02 00:00:00 UTC to 2026-02-09 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-02-09 00:00:00 UTC to 2026-02-16 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-02-16 00:00:00 UTC to 2026-02-23 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-02-23 00:00:00 UTC to 2026-03-02 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsFeb 23

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Oct 62025-10-06 00:00:00 UTC2025-10-13 00:00:00 UTC211
Oct 132025-10-13 00:00:00 UTC2025-10-20 00:00:00 UTC000
Oct 202025-10-20 00:00:00 UTC2025-10-27 00:00:00 UTC000
Oct 272025-10-27 00:00:00 UTC2025-11-03 00:00:00 UTC000
Nov 32025-11-03 00:00:00 UTC2025-11-10 00:00:00 UTC000
Nov 102025-11-10 00:00:00 UTC2025-11-17 00:00:00 UTC000
Nov 172025-11-17 00:00:00 UTC2025-11-24 00:00:00 UTC000
Nov 242025-11-24 00:00:00 UTC2025-12-01 00:00:00 UTC000
Dec 12025-12-01 00:00:00 UTC2025-12-08 00:00:00 UTC000
Dec 82025-12-08 00:00:00 UTC2025-12-15 00:00:00 UTC000
Dec 152025-12-15 00:00:00 UTC2025-12-22 00:00:00 UTC000
Dec 222025-12-22 00:00:00 UTC2025-12-29 00:00:00 UTC000
Dec 292025-12-29 00:00:00 UTC2026-01-05 00:00:00 UTC000
Jan 52026-01-05 00:00:00 UTC2026-01-12 00:00:00 UTC000
Jan 122026-01-12 00:00:00 UTC2026-01-19 00:00:00 UTC000
Jan 192026-01-19 00:00:00 UTC2026-01-26 00:00:00 UTC000
Jan 262026-01-26 00:00:00 UTC2026-02-02 00:00:00 UTC000
Feb 22026-02-02 00:00:00 UTC2026-02-09 00:00:00 UTC000
Feb 92026-02-09 00:00:00 UTC2026-02-16 00:00:00 UTC000
Feb 162026-02-16 00:00:00 UTC2026-02-23 00:00:00 UTC000
Feb 232026-02-23 00:00:00 UTC2026-03-02 00:00:00 UTC101

What Hacker News says

3 sources
Though the README is probably enough context, would there be value in an agent skill for this? https://agentskills.io/what-are-skills SKILL.md format: https://agentskills.io/specification#skill-md-format The skill creator skill SKILL.md: https://github.com/anthropics/skills/blob/main/skills/skill-... . SWE bench involves solving GitHub issues. Which of the SWE bench agents read from or write to GitHub issues? . There could be a local cache of remote issues, and/or an overlayfs-like write cache From https://github.com/GothenburgBitFactory/bugwarrior : > bugwarrior - Pull tickets from github, bitbucket, bugzilla, jira, trac, and others into taskwarrior https://github.com/bergercookie/syncall : > Bi-directional synchronization between services such as Taskwarrior, Google Calendar, Notion, Asana, and more . ditz is on the filesystem ditz: h
Read the rest
ttps://github.com/jashmenn/ditz : > Ditz is a simple, light-weight distributed issue tracker designed to work with distributed version control systems like git, darcs, Mercurial, and Bazaar git-ditz: https://github.com/ihrke/git-ditz . sqlite-utils does SQLite FTS full text search config. There are additional tables for FTS indexes. sqlite-utils: https://github.com/simonw/sqlite-utils sqlite-utils > Configuring full-text search: https://sqlite-utils.datasette.io/en/stable/cli.html#configu... : sqlite-utils enable-fts mydb.db documents title summary # after subsequent writes sqlite-utils populate-fts mydb.db documents title summary # rebuild the FTS indexes sqlite-utils rebuild-fts mydb.db documents . One of these mentions sensitivity analysis and basically cache poisoning; From "I built a memory system for Claude that solves the context loss issue" https://news.ycombinator.com/item?id=45546276 : - buildautomata_memory_mcp: https://github.com/brucepro/buildautomata_memory_mcp Notes from "Show HN: Recall: Give Claude memory with Redis-backed persistent context" a few days ago: https://news.ycombinator.com/context?id=45517613 : - recall: https://github.com/joseairosa/recall sediment: https://github.com/rendro/sediment : > Semantic memory for AI agents. Local-first, MCP-native sediment-benchmark: https://github.com/rendro/sediment-benchmark : > Benchmark suite for memory systems (Sediment, ChromaDB, Mem0, Letta)
In Show HN: Saga – A Jira-like project tracker MCP server for AI agents (SQLite)
I built a memory system for Claude that solves the context loss problem many of you face with Claude Code. The problem: Every Claude Code session starts from scratch. You explain your architecture, past decisions, coding standards - then hit context limits and lose everything. The solution: BuildAutomata Memory is an MCP server that gives Claude persistent, versioned memory across sessions. What makes it different: Dual-layer architecture: SQLite + Qdrant vector search Git-style versioning: Full history with diff tracking Memory access patterns: Importance decay + usage tracking Timeline visualization: See how knowledge evolved CLI + MCP: Works with Claude Desktop AND Claude Code Already validated: 100+ memories, 0.9MB database, working in production across three Claude interfaces (Desktop, Code, Cursor). GitHub: [https://github.com/bruce
Read the rest
pro/buildautomata_memory_mcp] Gumroad: [https://brucepro1.gumroad.com/l/zizjl] Happy to answer questions about the architecture or the Ego persona system it evolved from (Memoir v1 → BuildAutomata v2).
In I built a memory system for Claude that solves the context loss issue

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