recall vs Bito

Side-by-side comparison of features, pricing, and ratings

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At a glance

DimensionrecallBito
PricingFree (open-source)Contact for pricing (likely enterprise)
Target userIndividual developers using Claude Code locallyEngineering teams using coding agents and issue trackers
Core functionalityLocal, offline project memory for Claude CodeStructured context layer with knowledge graph for multi-repo systems
Key integrationsClaude Code onlyCursor, Claude Code, Codex, Jira, Linear, Slack, GitHub, GitLab, VS Code, JetBrains
Data privacy100% offline, no data leaves machineOn-prem or cloud, SOC 2 Type II, no code storage/training
DeploymentLocal installation (pip/GitHub)On-prem or cloud (contact required)

If you're a solo developer using Claude Code and want free, private, offline memory, Recall is a no-brainer. But for engineering teams that need multi-repo context, issue tracker integration, and grounded code generation across agents, Bito is the scalable enterprise choice — despite its opaque pricing.

Try recallTry Bito
recall
recall

Local persistent memory for Claude Code — 100% offline

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Bito
Bito

AI context layer for coding agents to understand multi-repo systems

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Pricing
Free
Freemium
Plans
$0
$0/mo
$15/seat/month
$25/seat/month
Contact us
Custom
Popularity
2 views
7.1k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
CLI
WebPluginCLI
Categories
💻 Code & Development
💻 Code & Development
Features
Persistent memory across Claude Code sessions — auto-saves context
Automatic session logging to history.md (append-only)
Extractive summarization via TF-IDF + TextRank
100% offline — no data sent outside your machine
No API key or external service required
Lightweight Claude Code plugin integration
Open-source (MIT license)
Custom configuration via recall.config.json
Works with local Claude Code CLI setup
Minimal performance overhead
Cross-platform (Linux, macOS, Windows)
Easy installation via GitHub clone or pip
Auto-save context on session end (configurable)
Generates compact context.md (~1-2K tokens)
Diffable plaintext logs in .recall/ folder
Live knowledge graph from code, commits, issues, and docs
Auto-scoping: breakdown epics into Jira/Linear stories with effort estimates
Feasibility analysis: flags buildable vs risky items
One-shot production code generation grounded in service topology
AI code reviews with cross-repo impact analysis
Production issue triage via MCP and topology
Conversational learning from Slack and Jira conversations
Accelerated onboarding via system-level Q&A in coding agents
Auto-triggered planning output in Linear and Jira
SWE-Bench Pro 70.1% task success, 47% token cost reduction
No code storage or model training
On-prem or cloud deployment
SOC 2 Type II certified
Integrates with coding agents: Cursor, Claude Code, Codex
MCP server for agent integration
Integrations
Claude Code
Cursor
Codex
Jira
Linear
Slack
GitHub
GitLab
Bitbucket
Confluence
VS Code
JetBrains IDEs
CLI
Web Chat
MCP

Feature-by-feature

Recall is laser-focused: it provides persistent, offline memory for Claude Code sessions using extractive summarization (TF-IDF + TextRank) with no AI cost. It requires no API key, no cloud, and is fully open-source. Contrast this with Bito, which builds a live knowledge graph from code, commits, issues, and docs across multiple repositories. Bito's features include automated technical design scoping, feasibility analysis, grounded code generation, cross-repo AI code reviews, and production issue triage via MCP. It integrates deeply with Cursor, Claude Code, Codex, Jira, Linear, Slack, and more. Bito achieves 70.1% on SWE-Bench Pro with 47% token cost reduction. While Recall is a simple plugin for one agent, Bito is a context layer for the entire development lifecycle. The news mentions a local-first AI called Reyn, but no updates alter Recall's core. Bito has no recent news, but its static features remain current.

Pricing compared

Recall is free and open-source under MIT license, with no hidden costs. It only requires a Claude Code subscription (external). Bito uses contact-based pricing, typical for enterprise platforms. There's no public per-seat cost, which can be a barrier for small teams. For a solo dev, Recall's pricing is unbeatable. For an enterprise, Bito's value may justify the investment if its features reduce token costs and accelerate delivery. However, the lack of transparent pricing makes it hard to compare directly. Recall's cost is zero (outside Claude Code subscription), while Bito likely charges per user or per workspace. No recent news changes this.

Who should pick which

  • Solo developer using Claude Code locally
    Pick: recall

    Free, open-source, no setup beyond pip, and 100% offline — perfect for privacy-conscious individuals.

  • Engineering team with multi-repo codebase using Cursor/Codex
    Pick: Bito

    Bito's live knowledge graph and issue tracker integration streamline planning, code review, and onboarding across repos.

  • Enterprise requiring SOC 2 and on-prem deployment
    Pick: Bito

    Bito offers on-prem deployment, SOC 2 Type II, and guarantees no code storage or training, meeting enterprise compliance.

  • Hobbyist or student with limited budget
    Pick: recall

    Recall is free and runs locally — no financial commitment beyond Claude Code access.

  • Team using Jira/Linear and Slack for project management
    Pick: Bito

    Bito auto-triggers planning output in Jira/Linear and integrates Slack, closing the loop between AI and PM tools.

Frequently Asked Questions

Can I use Recall with agents other than Claude Code?

No, Recall is specifically designed as a plugin for Claude Code and does not support other agents like Cursor or Codex.

Does Bito work with Claude Code?

Yes, Bito integrates with Claude Code, as well as Cursor, Codex, and other coding agents.

Is there a free tier for Bito?

Bito's pricing is contact-only; there is no publicly listed free tier.

Does Recall require an internet connection?

No, Recall runs entirely offline — no data is sent outside your machine.

What summarization method does Recall use?

Recall uses TF-IDF and TextRank for extractive summarization, with no LLM calls.

Can Bito help with production incident triage?

Yes, Bito offers production issue triage via service topology and MCP.

Is Recall open-source?

Yes, Recall is open-source under the MIT license.

Does Bito store my code?

No, Bito guarantees no code storage or model training.

More recall or Bito comparisons

recall vs Cognition AI comparison

If you're an individual developer with Claude Code wanting free, offline, privacy-preserving context memory, Recall is the clear choice. If you're an enterprise team needing an autonomous AI engineer

recall vs Poolside AI comparison

These tools serve fundamentally different needs. Recall is a free, lightweight plugin that gives Claude Code persistent local memory—perfect for solo devs who want to avoid re-explaining context. Pool

Explore each tool further

recall
View recall reviewrecall alternatives
Bito
View Bito reviewBito alternatives

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