AgentIndex icon
AgentIndex
bitterbot-desktop logo
bitterbot-desktop
★ 2.5k
vs
memtrace-public logo
memtrace-public
★ 505

bitterbot-desktop vs memtrace-public

bitterbot-desktop: Bitterbot is a self-hosted personal agent that keeps memory, identity and learned skills as files and SQLite on your own disk. It works through a real browser, code execution, scheduled jobs and chat apps such as Telegram, WhatsApp, Slack and email, and between conversations it consolidates memories and proposes reusable skills that must pass tests.; memtrace-public: Memtrace is a persistent memory layer for coding agents. It builds a bi-temporal, episodic, structural knowledge graph from your codebase's AST, enabling agents to remember and reason about code structure, evolution, and dependencies. It runs entirely locally, indexing code in seconds and providing sub-millisecond query latency.

01

TL;DR

bitterbot-desktop logo
bitterbot-desktopMemory & Context · ★ 2.5k

A personal assistant that remembers past project decisions

Read bitterbot-desktop full review →
memtrace-public logo
memtrace-publicMemory & Context · ★ 505

Codebase exploration and understanding

Read memtrace-public full review →
02

Side-by-Side Comparison

Field
bitterbot-desktop logobitterbot-desktop
memtrace-public logomemtrace-public
Category
Memory & Context
Memory & Context
Stars
★ 2.5k
★ 505
License
MIT
NOASSERTION
Install Command
—
npm install -g memtrace && memtrace start
Updated
1d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
personal-agent, long-term-memory, self-hosted
ai-agents, code-intelligence, code-search
03

Features

bitterbot-desktop logobitterbot-desktop
01Memory stored as readable files and SQLite you can inspect and back up
02Dream engine consolidates memories between conversations
03Learned skills are proposed and tested before they are kept
04Chat through Control UI, WhatsApp, Telegram, Discord, Signal, Slack or email
05Signed installer for macOS, Linux and Windows via WSL2, plus Docker
memtrace-public logomemtrace-public
01AST-based structural knowledge graph
02Bi-temporal version history with 6 scoring modes
03Cross-service HTTP API topology
04Hybrid search (BM25 + vector embeddings + RRF)
0525+ MCP tools and 12 agent skills
04

Use Cases

bitterbot-desktop logobitterbot-desktop
↳A personal assistant that remembers past project decisions
↳Scheduled reports sent to Telegram or other chat apps
↳Research and file analysis on your own hardware
memtrace-public logomemtrace-public
↳Codebase exploration and understanding
↳Change impact and refactoring analysis
↳Incident investigation and root cause analysis
05

Best For

bitterbot-desktop logobitterbot-desktop
—
memtrace-public logomemtrace-public
Trending
FAQ

FAQ

What is the difference between bitterbot-desktop and memtrace-public?
Both bitterbot-desktop and memtrace-public are in the Memory & Context category. bitterbot-desktop has 2.5k stars, while memtrace-public has 505 stars.
Which is better, bitterbot-desktop or memtrace-public?
The best choice depends on your use case. Choose bitterbot-desktop if A personal assistant that remembers past project decisions, and memtrace-public if Codebase exploration and understanding.
Is bitterbot-desktop free or open source?
Yes, bitterbot-desktop is open source on GitHub (MIT).
Is memtrace-public free or open source?
Yes, memtrace-public is open source on GitHub (NOASSERTION).
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Related

Alternatives to bitterbot-desktop →Alternatives to memtrace-public →bitterbot-desktop details →memtrace-public details →