ZERO EXTERNAL DATABASES · v0.9.27

AGENTMEMORY

THE MEMORY LAYER YOUR CODING AGENT SHOULD HAVE HAD FROM DAY ONE. CAPTURE EVERY SESSION. RECALL IN MILLISECONDS. RUN ANYWHERE.

SEE IT MOVE STAR25k

AS FEATURED IN

AlphaSignal180K technical subscribers

Linux Foundation backed

Position #19 · NEW 2026

Live upvote count

95.2%

RETRIEVAL R@5 · LONGMEMEVAL-S

92%

FEWER INPUT TOKENS PER SESSION

MCP TOOLS

AUTOHOOKS

EXTERNAL DATABASES

1428

TESTS PASSING

THE STACK

THREE LAYERS.
NO FRAMEWORK TAX.

BUILT ON THE iii ENGINE — EVERY MEMORY OPERATION IS A WORKER, A FUNCTION, OR A TRIGGER. NO REDIS. NO KAFKA. NO POSTGRES. THE ENTIRE RUNTIME IS ONE PROCESS.

HOOKS

12 AUTO-CAPTURE HOOKS PIPED INTO EVERY CODING AGENT. EVERY TOOL CALL, EVERY PROMPT, EVERY STOP BECOMES A COMPRESSED OBSERVATION.

RECALL

TRIPLE-STREAM RETRIEVAL — BM25 + VECTOR + KNOWLEDGE GRAPH. RERANKED ON DEVICE. P50 UNDER 20MS ON A LAPTOP.

CONSOLIDATE

HOURLY SWEEPS COMPRESS RAW OBSERVATIONS INTO SEMANTIC MEMORIES. DUPLICATES MERGED. STALE ROWS DECAYED. AUDIT ROW EMITTED EVERY DELETE.

WHAT'S INSIDE

TWELVE THINGS YOU DID NOT WANT TO BUILD.

AGENTMEMORY IS NOT A LIBRARY OR A VECTOR STORE. IT'S A COMPLETE MEMORY RUNTIME — CAPTURE, RECALL, CONSOLIDATE, OBSERVE, FEDERATE.

12AUTO-HOOKS
CAPTURE EVERYTHING
Every PreToolUse, PostToolUse, SessionStart, Stop, and the rest fire into the memory pipeline without a line of glue code. Install the plugin, done.
53MCP TOOLS
NATIVE MCP SURFACE
memory_save, memory_recall, memory_smart_search, memory_sessions, governance, audit, export — full surface behind a single MCP server.
128REST ENDPOINTS
HTTP FIRST
Every MCP tool has a REST twin under /agentmemory/*. Curl it. Fetch it from the browser. Proxy it from your own agent.
BM25+ VECTOR + GRAPH
TRIPLE-STREAM RECALL
Hybrid retrieval pipes lexical, semantic, and relational scores through an on-device reranker. 95.2% R@5 on LongMemEval-S.
AUTOCONSOLIDATION
RAW → SEMANTIC
Hourly sweep compresses observations into semantic memories, merges duplicates, decays stale rows with retention scoring, and emits a batched audit row.
∞REPLAY
JSONL SESSION IMPORT
Point agentmemory at a Claude Code JSONL transcript and it rehydrates the full session — observations, tool uses, timeline — into the store.
GRAPHEXTRACTION
KNOWLEDGE GRAPH
Entities and relations extracted on compress. Query with /agentmemory/graph. Visualize in the viewer. Temporal edges supported.
MESHFEDERATION
PEER-TO-PEER SYNC
Register another agentmemory node, push / pull memories over authenticated HTTPS. Bearer-token required; no silent syncs.
MDOBSIDIAN EXPORT
YOUR NOTES, HYDRATED
Mirror memories to a sandboxed vault directory. Frontmatter-tagged markdown, ready for Obsidian's graph view.
5LLM PROVIDERS
BYO MODEL
Claude subscription (default, zero config), Anthropic API, Gemini, MiniMax, OpenRouter. Detected from env.
OTELOBSERVABILITY
TRACES + LOGS
iii-observability worker on by default. Exporter: memory for local, OTLP for Jaeger / Honeycomb / Tempo. Every operation produces a span.
0EXTERNAL DBs
ONE PROCESS
Runs as a single Node process. No Redis, Kafka, Postgres, Qdrant, Neo4j. State lives on disk as JSON. That's the whole stack.

COMMAND CENTER

TWO UIs.
ONE MEMORY RUNTIME.

AGENTMEMORY SHIPS A REAL-TIME VIEWER FOR YOUR MEMORIES AND AN ENGINE-LEVEL CONSOLE FOR EVERY FUNCTION, TRIGGER, AND OTEL SPAN. BOTH ARE FIRST-CLASS — INSTALLED INLINE BY THE CLI ON FIRST RUN.

SHIP-WITH VIEWER · PORT 3113

The agentmemory server auto-starts a real-time viewer on port 3113. No install, no config. Everything the server sees, the viewer shows.

LIVE OBSERVATION STREAM · EVERY HOOK AS IT FIRES
SESSION EXPLORER · REPLAY ANY PAST SESSION
MEMORY BROWSER · FILTER BY PROJECT / TYPE / CONFIDENCE
KNOWLEDGE GRAPH VISUALIZATION · FORCE-DIRECTED
HEALTH DASHBOARD · HEAP / RSS / EVENT LOOP LAG

$ open http://localhost:3113

SHIP-WITH VIEWER · PORT 3113

LIVE

MEMORY THAT TYPES BACK.

agentmemory@localhost:3111

IDLE

VS.

VS. THE FIELD.

NUMBERS STRAIGHT FROM THE LONGMEMEVAL-S BENCHMARK AND EACH PROJECT'S OWN DOCS. SHIP WHAT YOU WANT — WE JUST PICKED THE ONE WITH RECEIPTS.

AGENTMEMORYMEM0LETTACOGNEE

RETRIEVAL R@595.2%81.4%73.8%78.1%

EXTERNAL DEPS02 (Qdrant, Neo4j)1 (Postgres)1 (Neo4j)

REST ENDPOINTS121———

MCP TOOLS5112189

AUTO-HOOKS12000

NATIVE PLUGINS6———

OPEN SOURCEYES (APACHE-2.0)YESYESYES

BUILDERS USING AGENTMEMORY

IN THE WILD.

Verbatim from the Product Hunt launch thread. Each card links back to the source comment.

HOW THEY USE IT

Backfilled a month of Cursor transcripts

I backfilled agent memory on my past month's Cursor agent transcripts. It was surprisingly accurate. Picked up on things that I moved away from.

Peter NeyraProduct Hunt ↗

Two weeks of production use

Been using it for 2 weeks, and I definitely see improvements.

Pranav PrakashProduct Hunt ↗

WHAT THEY SAY

Tackles one of the biggest pain points with coding agents: losing useful project context across sessions without bloating the context window.

Alper TayfurProduct Hunt ↗

The focus on making memory actually useful for agents instead of just storing context endlessly.

Mia TaylorProduct Hunt ↗

Memory often becomes just more noise over time. Agentmemory feels more intentional compared to a lot of tools in this space.

Thomas HallProduct Hunt ↗

Tried it briefly — feels clean and easy to get started with.

Zoe AlexandraProduct Hunt ↗

WORKS WITH

SEVEN NATIVE PLUGINS.
REST MCP-NATIVE.

NATIVE PLUGINS FOR CLAUDE CODE, COPILOT CLI, CODEX CLI, OPENCLAW, HERMES, PI, AND OPENHUMAN. EVERY OTHER MCP CLIENT GETS IT FOR FREE. `agentmemory connect <agent>` AUTO-WIRES THEM ALL.

FIRST-CLASS PLUGINClaude CodeFROM Anthropic

12 hooks + MCP + skills

NATIVE PLUGINCopilot CLIFROM GitHub

11 hooks + MCP · framed stdio

NATIVE PLUGINCodex CLIFROM OpenAI

6 hooks + MCP · native plugin

GATEWAY PLUGINOpenClawFROM openclaw

onSessionStart · onPreLlmCall · onPostToolUse · onSessionEnd

FIRST-PARTY INTEGRATIONHermesFROM Nous Research

Python plugin · yaml config

NATIVE PLUGINpiFROM pi

Native plugin + MCP

NATIVE BACKENDOpenHumanFROM tinyhumansai

Native Memory trait backend (Rust)

SHIP IT

ONE INSTALL.
ANY AGENT.

RUNS ON YOUR MACHINE. DATA STAYS LOCAL. BRING YOUR CLAUDE SUBSCRIPTION — OR POINT IT AT ANTHROPIC, GEMINI, MINIMAX, OR OPENROUTER.

1. INSTALL ONCE

2. START THE MEMORY SERVER

3. SEE SEMANTIC RECALL INSTANTLY

PREFER ZERO-INSTALL? USE NPX

3. WIRE UP ANY AGENT

ONE MCP JSON FITS ALMOST EVERYTHING. PICK YOUR AGENT ON THE LEFT, OR PASTE THE UNIVERSAL CONFIG ON THE RIGHT.

AGENTS

CURSOROPEN VS CODEOPEN

CURSOR / VS CODE ARE ONE-CLICK VIA DEEPLINK. OTHERS COPY THE RIGHT SNIPPET DIRECTLY TO YOUR CLIPBOARD.

UNIVERSAL MCP JSONWORKS FOR CLAUDE DESKTOP · CURSOR · CLINE · ROO · WINDSURF · GEMINI · WARP · DROID · KIRO · ANTIGRAVITY · QWEN — MERGE INTO EXISTING mcpServers

{
  "mcpServers": {
    "agentmemory": {
      "command": "npx",
      "args": ["-y", "@agentmemory/mcp"],
      "env": {
        "AGENTMEMORY_URL": "http://localhost:3111"
      }
    }
  }
}

READ THE QUICKSTART NPM PACKAGE INTEGRATIONS

Sunbelt Computer Software

PL/B Language Development and Support

AGENTMEMORY

THREE LAYERS.
NO FRAMEWORK TAX.

HOOKS

RECALL

CONSOLIDATE

TWELVE THINGS YOU DID NOT WANT TO BUILD.

CAPTURE EVERYTHING

NATIVE MCP SURFACE

HTTP FIRST

TRIPLE-STREAM RECALL

RAW → SEMANTIC

JSONL SESSION IMPORT

KNOWLEDGE GRAPH

PEER-TO-PEER SYNC

YOUR NOTES, HYDRATED

BYO MODEL

TRACES + LOGS

ONE PROCESS

TWO UIs.
ONE MEMORY RUNTIME.

SHIP-WITH VIEWER · PORT 3113

MEMORY THAT TYPES BACK.

VS. THE FIELD.

IN THE WILD.

SEVEN NATIVE PLUGINS.
REST MCP-NATIVE.

ONE INSTALL.
ANY AGENT.