Claude Code forgets your codebase between sessions

Every new Claude Code session starts from zero. No memory of your architecture, your debugging history, or your team's conventions. AgentRecall gives Claude Code the persistent context it's missing.

Add AgentRecall to Claude Code →View Docs

0

Claude Code sessions remembered

∞

Knowledge graph nodes

<1s

Semantic search latency

1

MCP command to install

Sound familiar?

🗣️

Re-explaining architecture

You spent an hour explaining why the auth middleware is ordered a certain way. Next session? Same questions.

🔍

Losing debugging context

Found the bug root cause last session. Can't remember where. Start tracing from scratch.

📋

Repeating code review patterns

Same feedback on every PR: use Result types, don't throw in services, wrap DB calls. Every. Single. Time.

📝

CLAUDE.md doesn't scale

A single markdown file can't capture weeks of accumulated codebase knowledge. It's a cheat sheet, not memory.

Memory that survives every session

Claude Code is the best coding assistant. AgentRecall makes it the best at YOUR codebase.

🏗️

Codebase Knowledge Graph

Store architectural decisions, design patterns, and system tradeoffs. AgentRecall builds a graph of your codebase knowledge — so Claude Code knows why you chose Postgres over Mongo, not just that you did.

// Claude Code recalls your architecture decisions
AgentRecall stores:
  "We use event sourcing in the payments module
   because chargebacks require full audit trails.
   Decided 2025-03. See: payments/aggregate.ts"

// Next session — Claude Code already knows
// Why that pattern exists and where it lives

🐛

Cross-Session Debugging Memory

Remember bug root causes across sessions. When you spent 3 hours tracing a race condition, that knowledge is preserved. Claude Code won't suggest the same broken approach twice.

// Store a debugging insight
AgentRecall stores:
  "Race condition in order processor was caused
   by unserialized writes to shared order state.
   Fix: wrap in mutex lock from utils/sync.ts"

// Claude Code remembers the root cause
// Not just the symptom — the actual fix

🔄

Pattern Recognition Across Sessions

Every code review, every refactor, every PR feedback loop builds up pattern memory. Claude Code learns your team's conventions and repeats them without being told.

// Patterns accumulate over time
AgentRecall stores:
  "Team convention: error handling uses Result<T,E>
   pattern. Never throw in service layer.
   Always return typed error variants."

// Claude writes code the way your team writes code
// From day one, not day fifty

📐

Semantic Search Your Codebase Knowledge

Ask in natural language. "Why did we switch to the new auth flow?" "What broke last time we changed the migration scripts?" AgentRecall finds answers from across every session.

// Natural language search
AgentRecall search(
  "why did we stop using Redis for sessions?"
)

// Returns: the incident report from April,
// the PR that reverted the change,
// and the architectural decision record

One command. That's it.

Add AgentRecall as an MCP server in Claude Code. No config files. No setup scripts.

# Add AgentRecall to Claude Code (user-level)
claude mcp add --transport stdio --scope user \
  --env AGENTRECALL_API_KEY=ark_YOUR_KEY \
  agentrecall -- agentrecall-mcp

# Now every Claude Code session has memory
# Just code normally — context is saved automatically

# Store a decision manually if you want
"Remember: we use optimistic updates in the cart"

# Or let it happen naturally across sessions
# Claude Code will retrieve relevant memories
# before each conversation

Why not just use what you already have?

Claude Code is great at coding. It's terrible at remembering.

Capability	AgentRecall	Claude Code	CLAUDE.md	Mem0
Persistent memory across sessions	✓	✗	Manual	✓
Automatic knowledge graph	✓	✗	✗	✗
Semantic search across memories	✓	✗	✗	✓
MCP integration (zero config)	✓	Built-in	N/A	✗
Codebase context awareness	✓	✗	Manual	✗
Debugging session continuity	✓	✗	Manual	✗
AI-processed entity extraction	✓	✗	✗	✓
Free tier available	✓	✓	✓	✓

Stop re-explaining your codebase

Every minute spent re-explaining architecture, debugging history, or team conventions is a minute not spent shipping. AgentRecall makes Claude Code remember.

Get AgentRecall Free →