Power your agent
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An AI coding agent rediscovers the same constraint every session, because nothing it learns survives the context window. Run two agents against the same backlog and they pick the same step and build it twice. And the products that promise to fix this keep your project's memory in someone else's database.
Local-first shared memory and task coordination for AI coding agents. Go daemon plus headless CLI.
Seamless is a local-first memory and coordination substrate for AI coding agents. Works with Claude Code, Codex CLI, and any MCP client. It also works from chats in the Claude desktop app, for long-running work that isn't code: see Seamless in the Claude app.
It gives a fleet of agents a shared, durable memory and a way to divide work
without colliding: memories with a supersession lifecycle, hybrid recall, a
dependency-aware task queue with lease-based claiming, captured plans, and
research trials. Durable knowledge is stored as markdown files on disk; the
seamlessd daemon indexes it, serves it over MCP, and renders a web console,
while the companion seam CLI gives headless agents a direct interface.
Full documentation: thereisnospoon.org/docs/
· Website: thereisnospoon.org (source in
docs/)
Developed and published by Arctop. MIT licensed.
~/.seamless -- git-diffable, greppable,
hand-editable. SQLite indexes those files and also stores operational state
such as sessions, tasks, trials, and events, so back up the whole data
directory.The agent-memory space splits into a few recognizable categories. By category, because categories do not go stale:
For the version with product names and receipts, see the full comparison.
Four pairs of real, unedited Claude Code sessions -- identical prompt, identical repo, with and without Seamless:
TODO and re-ships a bug the project had already
fixed once.SameSite=Strict, which the team already learned
breaks external-link logins. One session ships the regression anyway; one
refuses and cites the recorded constraint.Not a hosted team knowledge base, not a RAG framework, not a benchmark winner: it is memory and coordination for one owner's fleet of agents, on that owner's machine.
curl -fsSL https://thereisnospoon.org/install | sh
On Windows, the same install in PowerShell:
irm https://thereisnospoon.org/install.ps1 | iex
That is the whole install. It needs curl and tar and nothing else -- no Go,
no CGO toolchain, no database, no Node. It fetches the checksum-verified release
archive for your platform (macOS, Linux, and Windows; amd64 and arm64), installs
seamlessd and seam into ~/.local/bin, generates the bearer key, installs
hooks, MCP, and skills for the detected Claude Code/Codex local hosts, and runs
the daemon as a per-user service -- launchd on macOS, systemd --user on Linux, an
at-logon Scheduled Task on Windows. It keeps itself up to date: from v0.7.0 it
installs each new release by itself, a day after it is published and at a moment
no agent is using it -- backed up, and rolled back if the new release does not
come up. To update right now, run seamlessd update (--check reports
installed vs latest): your config and ~/.seamless are preserved.
Early days, frequent releases. Seamless is early in its development cycle, and releases with improvements and bug fixes land often. An installer install updates itself from v0.7.0 on; on v0.6.0 or older, run
seamlessd updateonce. See Update & uninstall.
(Why seam? The CLI keeps the short name of Seam v1, the decommissioned
private predecessor Seamless was rebuilt from the ground up to replace.)
Then just start the selected client in a git repo. There is no project to create
and no repo to register: the session-start hook resolves your cwd to its git
root, derives a project from the repo's directory name, and records the mapping
on the spot, so agents inherit project scope without passing it on every call.
Reach for seamlessd map-repo --path ~/code/myrepo --project myrepo only to
override the derived slug.
It is one shell script and piping a stranger's script into a
shell deserves a read first. Prefer the pieces one at a time - Homebrew,
go install, prebuilt archives - or want the override knobs? Every route is
on Install & deploy, and the
Quickstart tailors each step to
your OS and client.
The full docs are at
thereisnospoon.org/docs/ (sources in
docs-src/, generated by cmd/docsgen).
This README is deliberately short. Anything that can drift from the code -- tool
counts, config keys, CLI flags -- lives in the docs site, where the reference
pages are generated from the code itself and make check fails if they go stale.
make build # ./bin/seamlessd + ./bin/seam
make test # unit tests
make test-race # unit tests under the race detector
make bench # hot-path benchmarks (recall, briefing, matcher, event fan-out)
make lint # golangci-lint
make check # the full gate: build + vet + cross-check + fmt-check +
# docs-check + installer-check + site-check + lint +
# vulncheck + test-race
make doctor # config + database self-checks
make run # serve on 127.0.0.1:8081
make docs # regenerate the docs site (docs-src/ -> docs/docs/, committed)
make docs-serve # regenerate + serve the site at 127.0.0.1:8899/docs/
Tests are table-driven with testify/require against fresh or in-memory SQLite.
Use make fmt rather than gofmt -w .: the Make target scopes formatting to
git-tracked files, while a bare gofmt walk also rewrites dot-directories that
Go's ./... pattern excludes.
The docs site's output under docs/docs/ is committed, and make check runs
docs-check, so a change to docs-src/ -- or to the tool surface or config keys
the reference generates from -- must be followed by make docs in the same
change. See SITE.md.
Conventions live in AGENTS.md; read it before writing code.
Local-first shared memory and task coordination for AI coding agents. Go daemon plus headless CLI.
เครื่องมือ
ยังไม่มีรายการเครื่องมือ เซิร์ฟเวอร์แบบรีโมตจะได้รายการหลังการตรวจสอบสถานะครั้งแรก
FAQ
คัดลอกคอนฟิก stdio สำหรับ Cursor, Claude Desktop, Claude Code หรือ VS Code ได้ในหน้านี้ คอนฟิกนี้ใช้การติดตั้งของผู้เผยแพร่ ไม่ใช่พร็อกซีของ PlugMCP
ระเบียนนี้ไม่ได้ระบุตัวแปรสภาพแวดล้อมที่จำเป็น
Seamless ทำงานแบบโลคัลผ่าน stdio
ตรวจสอบล่าสุดเมื่อ 2026-11-14 Local-first shared memory and task coordination for AI coding agents. Go daemon plus headless CLI.