CoralSwarm Connect

com.coralswarm由 coralswarm.com 发布官方发布者v1.1.2更新于 Oct 24, 2026

Search and save your coding work in a CoralSwarm ocean: sessions, decisions, meetings.

已验证Streamable HTTP可网页运行效率与工作流知识与记忆开发者工具

概览

AI 生成的概览

CoralSwarm Connect 让 AI 助理搜索并保存编码会话、决策与会议记录到 CoralSwarm ocean。

可以做什么
列出并切换可用的 ocean 与组织工作区,选择个人或组织范围。搜索已保存的内容与活动,并读取特定 reef 的资料。新增 context 以保存会话检查点、决策与笔记。列出会话并查看近期活动。通过插件钩子在对话中自动提示保存,并在压缩前与结束时补存。
适用场景
适合希望 AI 助理在编码过程中自动把会话、决策和会议要点保存到 CoralSwarm ocean 的开发者,尤其是使用 Claude Code、Cursor 或 Codex 并希望中途定期存档的人。若只需手动搜索和保存,也可只用原始 MCP 连接。
运行要求
需要支持 MCP 的客户端,以流式 HTTP 连接到远程端点;必须完成 OAuth 登录(Clerk,含动态客户端注册),无需 API 密钥。插件形式另需 Node.js 运行钩子脚本,并需网络连接。
安装前请注意
连接需授权 CoralSwarm 账号,助理会把会话内容写入你的 ocean,可能包含代码与决策。插件钩子会读取会话元数据(项目、分支、主机名等)并在本机记录路径与时间戳;README 称远程地址中的凭据会被移除,但仍应确认可接受的数据范围。同一环境勿重复启用插件与手动安装,以免钩子重复触发。

安装

在 SourceWeft 中

  1. 打开 控制台中的 CoralSwarm Connect,将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/com.coralswarm%2Fcoralswarm/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "mcpServers": {
    "coralswarm-connect": {
      "type": "http",
      "url": "https://api.coralswarm.com/mcp"
    }
  }
}

README

CoralSwarm Connect

[CoralSwarm]

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

Public directory submission materials and the separate OpenAI ZIP builder are documented in directory publication. The OpenAI directory package supports requested searches and selected saves without capture hooks; the coding plugin below retains its existing capture behavior.

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.

ClientInstall
Claude Code (plugin)/plugin marketplace add CoralSwarm/coralswarm-connect
then /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.json for the official MCP Registry under the name com.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 /mcp the first time — the plugin declares the server, it can't pre-authorize your account.

What the plugin sets up

  1. 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.json is the literal URL https://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 the workspace tools, list_tenants and select_tenant. Call list_tenants, then select_tenant with the org you want (or without org_id for your personal ocean). That unlocks the rest of the tools, scoped to whichever plane you picked. Calling select_tenant again, 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_tenant independently 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.

  2. 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 (matcher add_context) → stamps a local activity ledger every time an add_context save runs (Claude mcp__…add_context, Cursor MCP: …/add_context / CallDynamicTool), powering deterministic recovery of crashed sessions (see below). Every event is dispatched through hooks/run.mjs.
  3. The coralswarm-connect skill — 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 Stop backstop. The manual installer (scripts/install.mjs) exposes a --no-stop flag to omit it, but a plugin's hooks.json is static — it can't take install-time flags — so the Stop hook is always included here. It's debounced (~10 min per session), so it stays quiet; PreCompact and 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:[email protected]/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, naming the agent is enough: set CORALSWARM_AGENT_NAME (or run under the Claude Agent SDK, which names itself via CLAUDE_AGENT_SDK_CLIENT_APP) before startup, and the primer emits agent_name alongside the harness's session ID — the server infers session_kind=agent from that name's presence. Set CORALSWARM_SESSION_KIND=agent explicitly (plus CORALSWARM_PLATFORM, CORALSWARM_TASK) only for a harness the server can't otherwise identify. 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, and Stop/PreCompact bump last_activity_at (and record the transcript path, cwd, and project key);
  • the PostToolUse hook stamps last_save_at whenever add_context runs. When a recovery save passes the original session's session_id in 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)

bash
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.

bash
node scripts/install.mjs --scope project     # this repo only (default)node scripts/install.mjs --scope user        # every sessionnode scripts/install.mjs --scope project --no-stop     # omit the Stop backstopnode 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.

bash
# 1. bump all four to the new version, in a PRbash scripts/check-version.sh          # must pass before you push
# 2. after it merges, tag the merge commit on maingit 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

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.

来源:README.md,提交 8c0190a

工具

0
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版本历史

1
  1. v1.1.2最新Sep 16, 2026

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