Power your agent
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รันบน PlugMCP
A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.
เปิดจากผู้เผยแพร่
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.
A local server that speaks the MCP protocol and gives Claude, and any other MCP-compatible agent, a long-term memory. It captures every turn of every session verbatim, organizes those captures over time into a personal map of who you are, and serves a small slice of relevant memory back at the start of each new conversation and turn. You never have to say "remember this" or "what did we say last time?".
I built this for myself. It worked. The benchmarks were mostly for my own curiosity.
Under the hood it's not a wrapper around someone else's vector store and graph library — the parts that matter are my own code: the storage engine, the community-detection algorithm, the hyperdimensional memory substrate, and a native engine that makes it fast.
And unlike cloud memory services, there's no API key, no account, and no
telemetry: the engine, the store, and the embeddings all run locally. The only
things that leave your machine are the normal model calls your CLI already makes,
a nightly consolidation step that asks your model for a single insight through
the same subscription your CLI already uses (on by default;
IAI_MCP_REM_DISABLED=1 turns it off), a daily version check, and the one-time
download of the embedding model.
python3.12 -m pip install -U iai-pme
Then run inside Claude Code:
/plugin marketplace add CodeAbra/iai-personal-memory-engine
/plugin install iai-memory@iai-pme
Restart the session, then verify:
iai --version
iai-mcp daemon status
iai-mcp doctor
Python 3.11 is also supported.
curl -fsSL https://raw.githubusercontent.com/CodeAbra/iai-personal-memory-engine/main/scripts/bootstrap.sh | bash
This builds the Rust engine and TypeScript wrapper, installs the background service and hooks, registers Claude Code, and runs the health check. It requires Git, Python 3.11/3.12, Node.js 18+, and Rust. To inspect the steps without changing anything:
curl -fsSL https://raw.githubusercontent.com/CodeAbra/iai-personal-memory-engine/main/scripts/bootstrap.sh | bash -s -- --dry-run
python3.12 -m pip install -U iai-pme
iai-mcp crypto init
iai-mcp daemon install
iai-mcp capture-hooks install --target codex
Replace codex with cursor, antigravity, hermes, openclaw, or all.
MCP tools work with any MCP-over-stdio client; automatic capture and context
injection depend on the hooks exposed by the host. See the
technical reference.
New stores use the native engine format by default; an existing store keeps its
current format on upgrade. To move an existing legacy SQLite store onto the
native engine, run iai-mcp migrate-to-lilli — iai-mcp doctor prints the exact
command, and the technical reference documents the full flow.
The background process is called the daemon in the CLI. The MCP wrapper and
iai can still read the local store directly when it is asleep or temporarily
unavailable.
Distinct hyperdimensional representations keep literal detail, semantic structure, and behavioural tendencies from collapsing into one vector surface.
The local, LLM-free recall path combines semantic similarity, graph evidence,
recency, temporal validity, and lexical evidence. memory_recall returns both
hits and anti_hits; memory_contradict closes the old record's validity
interval, creates a new record, and links the two.
While idle, the engine groups related episodes, induces semantic memory,
reinforces useful paths, and decays weak unreviewed edges. One REM step, on by
default, may invoke claude -p through the user's existing Claude subscription,
capped at no more than 1% of the daily quota; IAI_MCP_REM_DISABLED=1 turns it
off. No Anthropic API key is required.
iai brain
The local dashboard searches the store, exposes graph neighbourhoods and contradictions, pins or fades memories, ingests files, controls the background engine, and reports token-use estimates from your own store.
iai recall · temporal-recall · search · ask · capture · teach · upload
iai watch · brain · status · last
iai upload accepts documents, Office files, e-books, source code,
configuration files, and directories. Full formats and administrative commands
are listed in docs/REFERENCE.md.
Every harness ships in bench/; methodology and reproduce commands are in
BENCHMARKS.md.
Historical-verbatim retrieval uses a flat-cosine baseline of about 0.71. With
the matched all-MiniLM-L6-v2 embedder, iai-memory and mempalace v3.3.6 both
score R@5 0.966 and R@10 0.978; no win is claimed.
On the author's store, an automatically injected memory pack averaged about
350 tokens versus about 2,850 tokens for the agent-search round trip it
replaced: approximately 88% cheaper on that measured workload. This does not
apply to explicit memory_recall, whose default response budget is 1,500
tokens.
memory_recall memory_temporal_recall
memory_recall_structural memory_search
memory_capture memory_contradict
memory_reinforce memory_consolidate
profile_get_set topology
schema_list events_query
episodes_recent curiosity_pending
claim_check
Fifteen tools cover cue, temporal, structural, and lexical recall; checking a claim against memory; capture and correction; reinforcement and consolidation; behavioural-profile control; and store introspection.
~/.iai-mcp/; back them up together. Two kinds of files there are plain
text: the per-turn capture spool until the engine's next pass encrypts it,
and the caches the hooks inject memory from. The
plugin README lists them.claude -p step (on by default, IAI_MCP_REM_DISABLED=1), a daily PyPI
version check (IAI_MCP_VERSION_CHECK=0), and the first-use download of the
embedding model from Hugging Face (IAI_MCP_EMBED_OFFLINE=1).~/.claude/.credentials.json, or the macOS
Keychain item) when the MCP server starts and before the REM step. Nothing
from the record is sent anywhere.iai-mcp daemon stop.raw:<lang> tag and a multilingual or custom embedder.Health and updates:
iai-mcp doctor # 38 checks
iai-mcp daemon status
iai-mcp self-update
IAI — Independent Autistic Intelligence describes the memory design.
“Personal memory engine” describes the scope: one person's memory, on one machine, used by the assistant they already have.
docs/REFERENCE.md — technical and operational referenceBENCHMARKS.md — methodology and reproduce commandsdocs/EMBEDDERS.md — providers, languages, and migrationsCHANGELOG.md — release historyCONTRIBUTING.md — development and test setupSECURITY.md — private vulnerability reportingIssues and pull requests are welcome. Changes to retrieval, capture, contradiction handling, or consolidation should include relevant benchmark reruns.
By Areg Aramovich Noya and Lilli Noya, in collaboration with the team at lcgc.dev.
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more.
ภาพรวม
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.
เครื่องมือ
ยังไม่มีรายการเครื่องมือ เซิร์ฟเวอร์แบบรีโมตจะได้รายการหลังการตรวจสอบสถานะครั้งแรก
FAQ
คัดลอกคอนฟิก stdio สำหรับ Cursor, Claude Desktop, Claude Code หรือ VS Code ได้ในหน้านี้ คอนฟิกนี้ใช้การติดตั้งของผู้เผยแพร่ ไม่ใช่พร็อกซีของ PlugMCP
ระเบียนนี้ไม่ได้ระบุตัวแปรสภาพแวดล้อมที่จำเป็น
Iai Personal Memory Engine ทำงานแบบโลคัลผ่าน stdio
ตรวจสอบล่าสุดเมื่อ 2026-10-26 A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.
