Coordination service for multi-engineer agent teams (HTTP API + MCP + dashboard)
Project description
Multi-Agent Team Coordination
coord is a small coordination layer for teams running multiple agent sessions against the same codebase. It gives Claude Code, Codex CLI, and Cursor a shared source of truth for active file/module claims so agents can check, claim, extend, and release work before they step on each other.
This repo IS the coordination service. You run one instance of it (locally during development, or as a container in whatever infra your team already uses) and point your application repos at it with coord init. The application repos you coordinate live elsewhere.
The stack is intentionally simple:
- FastAPI HTTP API (
coordination.main:app) for claims, conflicts, ownership config, and dashboard access - SQLite storage with WAL enabled
- MCP stdio bridge (
coord-mcp) so editor/CLI tools can talk to the service as native tools - Shipped as a container image so you can deploy it on any infra that runs containers
- Integration templates for
CLAUDE.md,AGENTS.md, pre-push hooks, and CI
Docs
docs/quickstart.md: fastest path from clone to first successful claimdocs/getting-started.md: fuller install + rollout guidedocs/usage-guide.md: day-to-day workflow for engineers and agent sessionsdocs/architecture.md: component model, request flow, and scaling notesdocs/api-reference.md: endpoint reference and example payloadsdocs/deployment.md: container contract and operator notes for self-hostingdocs/troubleshooting.md: common setup and runtime issuesdocs/integrations/claude-code.md: Claude Code-first integrationdocs/integrations/codex-cli.md: Codex CLI integration- Cursor users: see
templates/.cursor/mcp.json.exampleand the Cursor rule undertemplates/.cursor/rules/ docs/design/roadmap.md: v0.27-v0.30 candidates and future bucketCHANGELOG.md: notable changes between versions
Quickstart
From inside a checkout of this repository:
python -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"
coord start --background
coord start prints the API URL, dashboard URL, and an export COORD_AUTH_TOKEN=... line you can paste into your shell.
Useful URLs:
- API base:
http://127.0.0.1:8080 - readiness:
http://127.0.0.1:8080/readyz - dashboard:
http://127.0.0.1:8080/dashboard
Then, inside the repo you want to coordinate:
cd /path/to/your-app
coord init --tool claude --mode local --yes
coord doctor
Advanced MCP note:
export COORD_API_URL=http://127.0.0.1:8080
coord-mcp
coord is the main product surface:
coord start: boot a local coordination service with sane defaultscoord init: wire the current repo for Claude Code, Codex CLI, or Cursorcoord doctor: verify the repo wiring and service connectivity
coord-api and coord-mcp still exist for advanced use and compatibility.
First API Call
coord start printed an export COORD_AUTH_TOKEN=... line. Paste it into your shell, then:
curl -X POST http://127.0.0.1:8080/claims \
-H "Authorization: Bearer $COORD_AUTH_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"engineer": "alex/claude/main",
"branch": "alex/feature",
"description": "touching auth module",
"claims": [{"type": "file", "pattern": "src/auth/**"}],
"ttl_hours": 4
}'
POST /claims returns:
200when claims are created409when overlapping active claims exist400when scope validation fails
GET /conflicts returns safe, safe_to_proceed, has_conflicts, and an optional suggestion.
Operator Defaults
- Auth is now explicit: set
COORD_AUTH_TOKENin normal use. - Local unauthenticated mode is possible, but only if you opt in with
COORD_ALLOW_INSECURE_NO_AUTH=true. COORD_REPO_ROOTis optional but strongly recommended when the service can access a checkout of the application repo, because overlap detection is more accurate withgit ls-files.
Configuration & secrets
coord init lays down two kinds of files in the application repo:
- Tracked templates committed to VCS with placeholder values. These tell every MCP client (Claude Code, Codex CLI, Cursor) how to spawn
coord-mcpand tell agents the coordination protocol. They are safe to share publicly. - Gitignored runtime config under
.coordination/carrying the real bearer token and repo identifier. Never committed.
| Path | Tracked? | What it carries |
|---|---|---|
.mcp.json (Claude Code) |
yes (template) | command = "coord-mcp" + an env block with placeholder COORD_* values |
.codex/config.toml (Codex CLI) |
yes (template) | Codex equivalent of the above |
.cursor/mcp.json (Cursor) |
yes (template) | Cursor equivalent of the above |
CLAUDE.md / AGENTS.md |
yes | Protocol snippet inside a coord:begin … coord:end managed block |
.gitignore |
yes | Managed block adds /.coordination/ so step 2 stays untracked |
.coordination/config.toml |
no (gitignored) | Per-repo coord settings: mode, service URL, ownership file path |
.coordination/local.env |
no (gitignored) | Real COORD_AUTH_TOKEN, COORD_API_URL, COORD_REPO_ID |
.coordination/owners.yaml |
no (gitignored) | Per-repo ownership rules; upload to the service via POST /config/ownership |
.git/hooks/pre-push |
not in repo | Installed by coord init; sources .coordination/local.env before calling the API |
coord init patches .gitignore with /.coordination/ automatically, so the whole .coordination/ directory is excluded from the moment it is created. No additional setup is required to keep secrets out of git history.
How the template + secret split works at runtime
coord-mcp is spawned by the editor/CLI with whatever env the tracked MCP registration provides -- usually the placeholder values set-me, example-org/example-repo, and http://127.0.0.1:8080. At startup the wrapper walks up from its working directory (like git looking for .git/) until it finds .coordination/local.env, then for each COORD_* allowlisted key:
- if the variable is currently unset, or holds one of the documented placeholders, the wrapper overrides it from
local.env; - if the variable already holds a real value (a shell export, or an inline env block in
.mcp.jsonwith a real token), the explicit value wins.
_headers() also drops the Authorization header when the token is a documented placeholder, so a misconfigured client fails loud with a clean 401 instead of silently leaking a Bearer set-me request. The net effect: a tracked .mcp.json template can ship placeholder values to a public repo without breaking any working setup, and rotating credentials means editing one file (.coordination/local.env) rather than every per-tool MCP registration. See docs/integrations/claude-code.md and docs/integrations/codex-cli.md for the resolution order in tool-specific terms.
Sub-file (symbol-level) claims
File-level locking scales poorly once 10+ agents work the same repo: hot files (router.ts, the schema index, the app shell) are touched by every active branch, so the conflict engine forces agents to serialise even when their actual edits don't overlap. The v0.11 narrowed / coexist decisions help, but they're reactive -- the requester still hits a 409 first. Coord v0.14 adds symbol-scope claims so two agents editing different functions in the same file coexist by default, with no human-in-the-loop request.
Claim handleLogin in auth.ts from MCP:
claim_files(
engineer="alex/claude/main",
patterns=["src/auth/login.ts"],
symbols={"src/auth/login.ts": ["handleLogin"]},
)
Or over HTTP:
{
"engineer": "alex/claude/main",
"claims": [
{"type": "file", "pattern": "src/auth/login.ts", "symbols": ["handleLogin"]}
]
}
Two automatic decisions kick in when symbols are involved:
- AUTO_COEXIST: a second symbol claim on the same file with a disjoint symbol set is granted immediately. Both claims live as cooperative partners (
coexists_withcross-referenced). No409, no request filed, audit rowevent_type='auto-coexist'. - AUTO_NARROW: a symbol claim arriving against an existing narrowable file claim is granted alongside the file claim. The holder's effective scope becomes "the file minus the new partner's symbols"; they get a
pending_requestsnotice on their next poll but don't have to act. File claims arenarrowable=trueby default;shared_fileandmoduleclaims are not.
Symbols only cover the named declarations. Imports and module-level statements still need a file claim. TypeScript is supported in v0.14; Python and Go follow in v0.15. See ./docs/design/sub-file-claims.md for the full spec.
Method-level scope (v0.16)
Claim a specific method on a class with the Parent::child notation:
POST /claims
{
"engineer": "alex/claude/main",
"claims": [{
"type": "file",
"pattern": "src/auth/router.ts",
"symbols": ["Router::handleAuth"]
}]
}
Two agents on Router::handleAuth and Router::handleLogout auto-coexist; a claim on the bare Router blocks both (and vice versa).
Recursive nesting (v0.17)
The notation is recursive: "Outer::Inner::method" works to any depth. A claim on "Outer" covers every descendant; a claim on "Outer::Inner" covers "Outer::Inner::*" but not "Outer::Other::*". Storage is unchanged -- parent_symbol carries the ancestor chain joined by ::, and the conflict engine prefix-matches on the full canonical path. As of v0.19 the TypeScript parser also walks recursively into nested class declarations, so symbol claims on "Outer::Inner::method" validate end-to-end for TS files in addition to Python.
Validation (v0.17)
When COORD_REPO_ROOT is set the service parses each claimed file and rejects unknown symbols with a hint listing the file's actual symbol set. The MCP wrapper also pre-validates locally before POSTing so typos fail fast without a round-trip; disable with COORD_DISABLE_CLIENT_VALIDATION=1.
Observability (v0.18)
The dashboard surfaces a 30-day auto-resolution heatmap per repo so you can see whether sub-file claims are actually saving conflicts. The same series is exposed at GET /metrics/auto-resolutions?days=30 for external monitoring.
- Hotspot files (v0.20): the dashboard adds a "Hotspot files (30d)" panel listing the files agents keep
409'ing on, with a suggested-action chip (split into modules, promote toshared_file, or just monitor) based on attempt thresholds. The same series is exposed atGET /metrics/hotspots?days=30for external monitoring. Read-only signal for v0.20; auto-promote is queued for v0.21.
Apply hotspot suggestions (v0.21)
The dashboard's "promote to shared_file" / "split into modules" chips now have actionable counterparts. POST to /metrics/hotspots/promote with {action: "shared_file" | "split", pattern} to write the rule into owners.yaml. Idempotent.
Queue claims instead of bouncing (v0.21)
claim_files now accepts wait_seconds. When the request would 409, the requester is FIFO-queued behind the holder; on release the next queued requester is auto-granted. Eliminates the retry storm on hot files.
Hard auto-promote (v0.22)
Set COORD_AUTO_PROMOTE_THRESHOLD=N (default 0, disabled) to have the conflict pipeline write a shared_file rule into owners.yaml whenever a file's blocked-claim attempts cross the threshold within the rolling COORD_AUTO_PROMOTE_WINDOW_DAYS (default 7). Idempotent; each promotion is recorded as an auto-promote request_event.
Queue visibility (v0.22)
GET /requests?queued=true returns live FIFO queue rows joined with the blocking holder's engineer/pattern -- "who am I waiting on?" without a second query. The coord-mcp my_requests tool gains a queued kwarg passing the same filter through. Dashboard surfaces a "pending queue" panel per repo with depth + head-of-queue waiter.
Auto-demote (v0.23)
Coord-managed shared_files entries (added by hard auto-promote, marked
with the # auto-promoted=DATE comment in owners.yaml) are
auto-removed when their rolling hotspot count stays below
COORD_AUTO_PROMOTE_THRESHOLD for COORD_AUTO_DEMOTE_WINDOW_DAYS
(default 14) days. Each removal is recorded as an auto-demote
request_event. Sweep cadence: COORD_AUTO_DEMOTE_INTERVAL_SEC (default
3600). Operator-added entries (no marker) are left alone.
Cross-process FIFO queue (v0.24)
The queue's long-poll now falls back to DB polling when the release happens in a different replica than the waiter. Same-process grants still wake instantly via the in-memory event registry; cross-process grants wake within the poll interval (0.5s). Coord can now be deployed multi-replica without losing queued-waiter notifications.
Permanent shared-file pin (v0.25)
Operators can pin a shared_files entry against auto-demote by
appending # coord-managed=permanent to its YAML line.
package-lock.json and the app shell are typical candidates. The
v0.23 sweep skips any entry carrying this marker even when the
rolling hotspot count drops to zero. An entry can carry both the
auto-promoted=DATE and coord-managed=permanent markers (operator
intent wins).
Queue priority hints (v0.25)
CreateClaimsRequest gains an urgency field accepting
low|normal|high|blocking (same vocabulary as v0.9 release-request
urgency). When combined with wait_seconds, the FIFO queue orders
by priority DESC then position ASC so blocking work jumps ahead of
normal traffic. Default normal preserves strict FIFO for legacy
callers. coord-mcp claim_files accepts urgency as an optional kwarg.
Subtree auto-promote (v0.26)
When COORD_AUTO_PROMOTE_SUBTREE_MIN_FILES (default 3) or more
auto-promoted files share a directory ancestor, coord writes the
subtree glob (e.g. src/auth/**) once instead of N individual
entries. Set to 0 to disable subtree-level promotion.
Priority age boost (v0.26)
A waiting queue entry whose age exceeds COORD_QUEUE_AGE_BOOST_SECONDS (default 60s) is treated as one priority level higher for pop ordering. Prevents normal/low waiters from starving under a steady stream of high/blocking entries. Set to 0 to disable.
Queue cancellation (v0.26)
DELETE /requests/{queue_id} marks a waiting queue entry cancelled and wakes its in-process long-poll. coord-mcp gets a cancel_queue_request(queue_id, engineer=) tool. Useful when an agent decides to abandon a wait early.
Webhook notifications (v0.27)
Set COORD_WEBHOOK_URL to the target receiver and the conflict pipeline starts POSTing every emitted event (auto-coexist, auto-narrow, auto-promote, auto-demote, queue_grant, queue_cancel, claim_granted) with an HMAC-SHA256 signature header (X-Coord-Signature) verifiable against COORD_WEBHOOK_SECRET. A background delivery loop retries on failure with exponential backoff capped at COORD_WEBHOOK_MAX_RETRIES (default 5). The dashboard's "webhook delivery (24h)" panel surfaces per-event-type delivery counts so the operator can see whether the receiver is healthy. Filter the event stream with COORD_WEBHOOK_EVENTS (comma-separated allowlist; empty = all). Slack and GitHub PR adapters are queued for v0.27.x follow-ups.
Local Assets
.env.example: environment variable templatecompose.yaml: local Docker Compose launcherMakefile: common install, run, lint, test, and smoke targetstemplates/: files to copy into the application repo you want to coordinatescripts/completions/: bash and zsh shell completion scripts for thecoordCLI. Bash: copycoord.bashto/etc/bash_completion.d/coord(or~/.local/share/bash-completion/completions/coord). Zsh: copy_coordto a directory on$fpath(for example/usr/local/share/zsh/site-functions/) and runautoload -U compinit && compinit.
Repo Integration
The easiest path is to use coord init in the application repo. For most teams:
- Start the local service with
coord startor point at an existing shared service. - Run
coord init --tool claude --mode local --yes. - Run
coord doctor. - Refine the generated
.coordination/owners.yamland upload it withPOST /config/ownershipif you want stronger ownership guidance.
Start with docs/integrations/claude-code.md if your team is primarily on Claude Code.
Environment Variables
Server (the API process)
| Variable | Description |
|---|---|
COORD_DATABASE_PATH |
SQLite path. Default: ./data/coordination.db |
COORD_AUTH_TOKEN |
Bearer token required by the HTTP API |
COORD_ALLOW_INSECURE_NO_AUTH |
Only for explicit local/demo mode; default false |
COORD_HOST |
Bind host for the API server. Default: 0.0.0.0 |
COORD_PORT |
Bind port for the API server. Default: 8080 |
COORD_LOG_LEVEL |
Uvicorn log level. Default: info |
COORD_LOG_JSON |
Set truthy to emit access logs as JSON instead of text. Default: unset |
COORD_REPO_ROOT |
Optional repo path used for accurate overlap checks via git ls-files |
COORD_REPO_SCOPE |
Restrict overlap checks (and claim-ratio enforcement) to this subdirectory of COORD_REPO_ROOT. Default: unset |
COORD_MAX_CLAIM_FILES |
Max files a single claim may cover. Default: 100 |
COORD_MAX_CLAIM_RATIO |
Max fraction of repo a single claim may cover (skipped in scope mode). Default: 0.2 |
COORD_CLEANUP_INTERVAL_SEC |
Background expiration sweep interval. Default: 900 |
COORD_DEFAULT_TTL_HOURS |
Default TTL for normal claims. Default: 4 |
COORD_SHARED_TTL_HOURS |
TTL for shared-file claims. Default: 2 |
COORD_IDLE_TIMEOUT_SEC |
Session-tagged claims auto-release if the holder has been silent for this many seconds (added in v0.6.0). Set to 0 to disable idle expiration cluster-wide. Default: 1800 |
COORD_REQUEST_TTL_SHORT_SEC |
When a release request is filed, the holder's claim TTL is clamped to min(remaining, this) (added in v0.9.0). Forces a near-term decision so a non-responsive holder can't sit on the scope. Default: 300 |
COORD_AUTO_PROMOTE_THRESHOLD |
Hard auto-promote (v0.22): when a file's blocked-claim attempts cross this threshold within COORD_AUTO_PROMOTE_WINDOW_DAYS, the conflict pipeline writes a shared_files rule into owners.yaml. Default: 0 (disabled). |
COORD_AUTO_PROMOTE_WINDOW_DAYS |
Rolling window (days) used by hard auto-promote when counting blocked-claim attempts (v0.22). Default: 7 |
COORD_AUTO_PROMOTE_SUBTREE_MIN_FILES |
Subtree auto-promote (v0.26): when this many auto-promoted files share a directory ancestor, coord writes a single subtree glob (e.g. src/auth/**) instead of N leaf entries. Set to 0 to disable subtree-level promotion. Default: 3 |
COORD_AUTO_DEMOTE_INTERVAL_SEC |
Auto-demote sweep cadence (v0.23) for coord-managed shared_files entries. Set to 0 to disable the sweep. Default: 3600 |
COORD_AUTO_DEMOTE_WINDOW_DAYS |
Auto-demote window (v0.23): coord-managed shared_files entries whose rolling hotspot count stays below COORD_AUTO_PROMOTE_THRESHOLD for this many days are removed. Default: 14 |
COORD_QUEUE_AGE_BOOST_SECONDS |
Queue age boost (v0.26): a waiting FIFO queue entry whose age exceeds this is treated as one priority level higher for pop ordering. Set to 0 to disable (strict declared-priority order, the v0.25 behaviour). Default: 60 |
COORD_WEBHOOK_URL |
Webhook receiver (v0.27): when set, every emitted event (auto-coexist, auto-narrow, auto-promote, auto-demote, claim_granted, queue_grant, queue_cancel) is enqueued in webhook_outbox and POSTed to this URL with an HMAC signature header. Default: unset (webhook delivery disabled). |
COORD_WEBHOOK_SECRET |
Webhook signing secret (v0.27): HMAC-SHA256 key used to sign the JSON payload. The X-Coord-Signature header on every delivery is verifiable against this value. Default: unset (no signature header). |
COORD_WEBHOOK_EVENTS |
Webhook event allowlist (v0.27): comma-separated list of event types to deliver (e.g. auto-promote,queue_grant). Empty or unset means "all events". Default: unset |
COORD_WEBHOOK_MAX_RETRIES |
Webhook retry cap (v0.27): the delivery loop retries failed POSTs with exponential backoff and marks the outbox row exhausted after this many attempts. Default: 5 |
COORD_WEBHOOK_RETRY_BACKOFF_SEC |
Webhook retry base delay (v0.27): exponential backoff base in seconds; next retry runs at backoff * 2**retry_count. Default: 60 |
COORD_WEBHOOK_DELIVERY_INTERVAL_SEC |
Webhook delivery loop interval (v0.27): how often the background loop scans webhook_outbox for due rows. Default: 5 |
COORD_DISABLE_BACKGROUND_CLEANUP |
Set truthy to skip the in-process claim expiration sweep (useful for tests or external schedulers). Default: unset |
COORD_DISABLE_INSTANCE_LOCK |
Set truthy to bypass the advisory <db>.lock flock (useful on NFS-backed shared volumes where flock is unreliable). Default: unset |
COORD_LS_FILES_CACHE_TTL_SEC |
TTL for the in-process git ls-files cache used during overlap checks. Default: 10 |
COORD_HOME |
Base directory for coord start local state (token file and SQLite). Default: ~/.coord |
COORD_START_READY_TIMEOUT_SEC |
How long coord start --background waits for /readyz before giving up. Default: 30 |
MCP / client (set in .coordination/local.env or your shell)
| Variable | Description |
|---|---|
COORD_API_URL |
Base URL for the MCP stdio bridge and pre-push hook. Default: http://127.0.0.1:8080 |
COORD_SERVICE_URL |
Legacy alias for COORD_API_URL. Pre-push hook accepts both. |
COORD_TOKEN |
Legacy alias for COORD_AUTH_TOKEN accepted by the pre-push hook. |
COORD_REPO_ID |
Repo identifier (e.g. example-org/example-app) attached to every claim from this repo (added in v0.3.0). Set automatically by coord init from git remote get-url origin. |
COORD_SESSION_ID |
Pin a stable session id across coord-mcp restarts (added in v0.5.0). Otherwise coord-mcp generates a fresh 16-char hex id at startup. |
COORD_NO_UPDATE_CHECK |
Set truthy to silence the once-per-24h "update available" stderr line emitted by every coord CLI command. Default: unset |
COORD_DISABLE_CLIENT_VALIDATION |
Set to 1 to bypass the MCP wrapper's local symbol pre-validation (v0.17). The server-side validator still runs when COORD_REPO_ROOT is set. Default: unset |
Development
make install # create .venv and install dev deps
make check # ruff + mypy + pytest (~30s) - run before pushing
make verify # check + docker-smoke (~2min) - full local CI equivalent
make test-fast # pytest without integration tests - fast inner loop
make docker-smoke # build image, probe /readyz, stop
To run make check automatically before every push, install the shipped hook:
ln -sf ../../scripts/git-hooks/pre-push .git/hooks/pre-push
chmod +x .git/hooks/pre-push
Bypass a specific push with git push --no-verify (docs-only changes, etc.).
Docker
docker build -t coordination .
docker run \
-e COORD_AUTH_TOKEN=secret \
-p 8080:8080 \
coordination
License
Apache License 2.0. See LICENSE.
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