CoralSwarm Connect
MCP serverSearchSearch and save your coding work in a CoralSwarm ocean: sessions, decisions, meetings.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use CoralSwarm Connect
From the project's README
As published by CoralSwarm/coralswarm-connect in README.md.
Connect the CoralSwarm MCP and turn on automatic, in-session capture of your work into your ocean — at natural checkpoints during the session, not only when it ends. Ships for Claude Code, Cursor, and Codex. Enable the plugin in one manager; leaving two copies enabled will fire SessionStart twice (the kernel no-ops the duplicate).
Install
There are two levels. The plugin gives you the MCP tools plus the capture hooks and the bundled skill; the raw MCP URL gives you the tools only, and works in any MCP client.
| Client | Install |
|---|---|
| Claude Code (plugin) | /plugin marketplace add CoralSwarm/coralswarm-connectthen /plugin install coralswarm-connect@coralswarm-connect |
| Cursor (plugin) | Add this repo as a plugin source, install coralswarm-connect, then complete MCP login |
| Codex (plugin) | Same repo, same plugin name; Codex may ask you to trust hooks the first time |
| Any MCP client — Cursor, ChatGPT, VS Code, your own — (tools only) | Add an MCP server of type streamable HTTP at https://api.coralswarm.com/mcp |
coralswarm-connect@coralswarm-connect is not a typo: the first half is the
plugin, the second is the marketplace this repo publishes (both are named
coralswarm-connect — see .claude-plugin/marketplace.json). The same two
commands work from a shell as claude plugin marketplace add … /
claude plugin install ….
After any of these, authenticate: in Claude Code run /mcp and Authenticate
on the coralswarm server; in Cursor use /mcp login or the mcp_auth prompt.
Auth is OAuth (Clerk) with dynamic client registration — there is no API key to
paste and nothing to put in a config file.
The MCP URL must be that literal string. Cursor rejects a fly.dev resource
that does not match the server's protected-resource metadata.
CoralSwarm Connect is not listed in any client's built-in plugin or connector directory yet. The paths above are the ones that work today. This repo also ships
server.jsonfor the official MCP Registry under the namecom.coralswarm/coralswarm; it is published by a release tag (see Releasing), so treat a registry listing as present only once a tag has shipped.
Do not run scripts/install.mjs when the plugin is enabled — that would
register the same events a second time in settings.json.
Public plugin repo. This repository is the marketplace source. The product backend still lives in
CoralSwarm/coralswarm. Refresh with/plugin marketplace update coralswarm-connect.One-time trust + OAuth. A plugin-provided MCP server still requires you to approve the server (trust prompt) and complete OAuth via
/mcpthe first time — the plugin declares the server, it can't pre-authorize your account.
What the plugin sets up
-
MCP connection (
.mcp.json) — declares the CoralSwarm MCP server (HTTP transport) so its tools (list_oceans,recent_activity,ask_ocean,search_atoms,get_reef,add_context,list_sessions, …) are available once you authenticate.The plugin
.mcp.jsonis the literal URLhttps://api.coralswarm.com/mcp(hosts do not expand${VAR:-default}, and Cursor requires a byte-exact match with the server's protected-resource metadata). There is no separate org address; the same URL serves your personal ocean AND every organization you belong to. Staging or a local backend is a user-level MCP override (~/.cursor/mcp.json/claude mcp add), not a plugin edit.Personal vs. organization is chosen IN-BAND, not by URL: if you belong to ≥1 organization, the connection starts restricted to one tool,
list_tenants. Call it, then callselect_tenantwith the org you want (or leave it unselected to work in your personal ocean) — that unlocks the rest of the tools, scoped to whichever plane you picked. Callingselect_tenantagain, any time, switches — no new session required, unlike the old per-URL setup.Want both at once? Register this SAME URL a second time under its own server name (see Manual install below) and call
select_tenantindependently on each registration — each gets its own OAuth connection and its own remembered selection. You get both tool sets in one session, distinguished by server name. -
Capture hooks (
hooks/hooks.json), all firing during a session:SessionStart→ primes the agent to load relevant ocean context and to save each milestone as it happens, and emits sanitized session metadata (project key, git branch, credential-stripped remote, repo path, hostname, harness version) for the agent to stamp onto every save. A hybrid inventory line lists registered capture events vs those observed this session — hosts that never fire a given event stay dark (degrade in public) instead of blocking the turn.UserPromptSubmit→ a debounced reminder (about every 15 min of active work) to save recent progress, plus a one-line notice when the git branch changes mid-session. This is the recurring, mid-session capture.PreCompact→ flushes unsaved work into the ocean right before the conversation is compacted, so nothing is lost.Stop→ a final backstop (debounced ~10 min).PostToolUse(matcheradd_context) → stamps a local activity ledger every time anadd_contextsave runs (Claudemcp__…add_context, CursorMCP: …/add_context/ CallDynamicTool), powering deterministic recovery of crashed sessions (see below). Every event is dispatched throughhooks/run.mjs.
-
The
coralswarm-connectskill — say "onboard coralswarm" and the bundled skill walks through the same setup conversationally (useful if you installed the MCP some other way, or to verify the round-trip).
Plugin installs always get the
Stopbackstop. The manual installer (scripts/install.mjs) exposes a--no-stopflag to omit it, but a plugin'shooks.jsonis static — it can't take install-time flags — so theStophook is always included here. It's debounced (~10 min per session), so it stays quiet;PreCompactand the mid-session nudges do most of the work.
The hooks reference ${CLAUDE_PLUGIN_ROOT}, which Claude Code, Cursor, and
Codex expand to this plugin's install directory. Every event's command is
node "${CLAUDE_PLUGIN_ROOT}/hooks/run.mjs" (Cursor ignores a separate args
array). Hook scripts write per-session debounce/branch/primer state under
~/.coralswarm/state/ (shared with the manual-install path). The primer runs
once per session_id so a dual Claude+Cursor install does not inject twice.
Session metadata & the credential-stripping guarantee (Phase 2)
The SessionStart primer reads the hook stdin payload and collects
best-effort session metadata — unavailable fields are omitted and the hook
keeps running if git/env is missing. Saving a session checkpoint still requires a
session_id; optional provenance can be omitted. The git remote is run through
hooks/project-key.mjs, a byte-for-byte parity port of the backend v1
normalizer (backend/src/project_key.rs), which unconditionally strips
embedded credentials before the value is ever injected into the prompt — a
token-bearing remote like https://x:ghp_secret@github.com/a/b.git is only ever
emitted as github.com/a/b. These values are best-effort provenance; the server
re-normalizes and re-validates everything.
Agent sessions — background runs, bots and their subagents
A bot or background worker saves an agent session by passing both a stable
session_id and session_kind="agent" to add_context, with agent_name and its
actual client platform. Keep the same session ID across topics and use a new
checkpoint ID for each milestone. session_kind alone leaves the save as a note.
In a supported harness, set CORALSWARM_SESSION_KIND=agent (plus
CORALSWARM_AGENT_NAME, CORALSWARM_PLATFORM, CORALSWARM_TASK) before startup;
the primer emits those values alongside the harness's session ID for the agent to
copy. Custom bots call MCP directly and keep session/checkpoint IDs in their run
state. See the save contract and examples
for standalone notes, coding conversations, bot checkpoints, retries, and confirming
what was saved. See agent setup
for environment variables and linking each subagent's own session to its parent.
Deterministic reconciliation — how crashed/killed sessions get recovered
The nudges above are model-driven: they only help if the agent acts on them. Three ways work still slips through:
- a hard kill — SIGKILL, a closed laptop, an OOM — fires no exit hook at all, so nothing can flush at death;
- the agent ignores a mid-session nudge;
- a long single turn does a lot of work between debounced reminders.
Because a dead session can't write a "you have unsaved work" marker at death,
the plugin writes a heartbeat continuously during normal operation and
reconciles at the start of the next session. It keeps a tiny per-session
record — paths and timestamps only, never transcript content — at
~/.coralswarm/state/sessions/{session_id}.json:
SessionStart,UserPromptSubmit, andStop/PreCompactbumplast_activity_at(and record the transcript path, cwd, and project key);- the
PostToolUsehook stampslast_save_atwheneveradd_contextruns. When a recovery save passes the original session'ssession_idin the tool input, the stamp lands on that session's record — which is what lets a save in a later session deterministically clear an earlier session's pending flag.
On the next fresh SessionStart, the primer scans the ledger for records
whose last_activity_at is after their last_save_at (i.e. work that was
never saved), scoped to the same project, within the last 7 days, excluding
the current session, capped at the 3 most recent. For each, it injects a bounded
instruction to read only the tail of that session's local transcript (these
files can be hundreds of MB — never the whole thing), curate a concise summary,
and add_context it with the original session_id. That save clears the flag.
A session is offered at most twice, then marked abandoned so the list stays
clean; records older than 30 days are pruned.
This stays entirely local: no backend changes, no long-lived tokens, no
raw-transcript upload. The model still curates exactly what gets saved — the
ledger only makes the reminder deterministic. Injection hygiene: ledger values
are data, so a candidate is only offered when its
session_id is uuid-shaped and its transcript path is a real file physically
under your home directory; ids and paths are control-char-stripped and
JSON-escaped, and no transcript content is ever read into the primer.
Tunable via env (finite-positive-clamped, like the interval vars):
CORALSWARM_RECONCILE_WINDOW_DAYS (7), CORALSWARM_RECONCILE_PRUNE_DAYS (30),
CORALSWARM_RECONCILE_MAX_OFFERS (2), CORALSWARM_RECONCILE_MAX_CANDIDATES (3).
Tests (no dependencies)
node tests/run.mjs
Runs the normalizer against the same case matrix as the Rust unit tests, an
end-to-end session-primer run in a temp git repo with a token-bearing remote
(asserting the secret never appears in output), graceful degradation outside a
repo, crash-reconcile, Cursor-shaped stdin through run.mjs (dual emit,
primer-once, MCP: / CallDynamicTool save stamps), the deterministic-reconcile
ledger, and node --check on every .mjs. Auto-resume ([CoralSwarm resume])
is intentionally omitted.
Capture is performed by the connected agent calling the add_context MCP tool,
so it rides your existing OAuth — no credentials are stored and no backend
changes are required.
Manual install / uninstall (fallback, no plugin system)
If you can't use the plugin route (older Claude Code, or you want the hooks in a
specific settings.json scope), the original installer still works. It copies
the hook scripts to ~/.coralswarm/hooks/ and merges the hook entries into a
Claude Code settings.json idempotently — it never clobbers existing hooks, and
only ever touches hooks whose command path points at the CoralSwarm hooks dir.
node scripts/install.mjs --scope project # this repo only (default)
node scripts/install.mjs --scope user # every session
node scripts/install.mjs --scope project --no-stop # omit the Stop backstop
node scripts/install.mjs --scope project --uninstall
The manual path and the plugin path are functionally equivalent (same four events, same commands). Don't run both against the same scope — you'd get the hooks twice. If you install the plugin, you don't need the manual installer.
Scope of automation & the deterministic upgrade
This is model-driven: capture depends on the agent acting on the hook prompts. That's reliable for meaningful milestones but not byte-for-byte guaranteed. A fully deterministic path — a shell hook that POSTs the raw session transcript to CoralSwarm regardless of the agent — needs a long-lived CLI token issued at onboarding plus an ingest-auth endpoint. That's a documented follow-up, not built yet.
Other hosts
A new MCP host is a new manifest, not a kernel rewrite. Claude Code uses
.claude-plugin/plugin.json; Cursor uses .cursor-plugin/plugin.json; Codex
uses .codex-plugin/plugin.json. All three point at the same .mcp.json,
skills/, and hooks/hooks.json. scripts/install.mjs remains a Claude
settings.json fallback (exec form: command: "node", args: [absolute run.mjs]) for machines without a plugin manager.
Releasing
One version, four manifests: .claude-plugin/plugin.json,
.cursor-plugin/plugin.json, .codex-plugin/plugin.json, and server.json.
scripts/check-version.sh fails if they disagree, and PR CI runs it.
# 1. bump all four to the new version, in a PR
bash scripts/check-version.sh # must pass before you push
# 2. after it merges, tag the merge commit on main
git tag v1.2.3 && git push origin v1.2.3
The tag starts .github/workflows/release.yml, which re-checks that the tag
equals the manifests' version (--expect), runs the tests, validates
server.json, authenticates to the registry by DNS proof on coralswarm.com,
and publishes. Nothing publishes from a branch or a PR.
Versions are strict SemVer 2.0.0 — no leading zeros, no
empty identifiers — because the registry rejects ranges and a non-SemVer version
does not sort predictably once published. The mcp-publisher binary that job
runs is pinned to an exact release and checksum-verified before it executes,
since it is the one step holding the signing key.
DNS proof — not GitHub OIDC — because the registry derives the namespace from
the auth method: GitHub auth only ever grants io.github.<owner>/*, while a
reverse-DNS namespace like com.coralswarm/* requires domain verification. The
apex TXT record on coralswarm.com and the MCP_REGISTRY_DNS_PRIVATE_KEY
secret are documented in the workflow header.
Support
- Bugs and feature requests: GitHub Issues
- Everything else: support@coralswarm.com
- Security: see SECURITY.md
Contributing
PRs only — main is locked. See CONTRIBUTING.md and
SECURITY.md. Run node tests/run.mjs and
bash scripts/check-version.sh before you open a PR.
Advanced
- Delivery
- coralswarm MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
- Catalog kind
- mcp-server
- Gateway key
com-coralswarm-coralswarm- Source
- github.com/CoralSwarm/coralswarm-connect
- Hosted endpoint
https://api.coralswarm.com/mcp