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## Thinking Path > - Paperclip orchestrates AI agents through issue checkout, heartbeat runs, routines, and auditable control-plane state > - The runtime path has to recover from lost local processes, transient adapter failures, blocked dependencies, and routine coalescing without stranding work > - The existing branch carried several reliability fixes across heartbeat scheduling, issue runtime controls, routine dispatch, and operator-facing run state > - These changes belong together because they share backend contracts, migrations, and runtime status semantics > - This pull request groups the control-plane/runtime slice so it can merge independently from board UI polish and adapter sandbox work > - The benefit is safer heartbeat recovery, clearer runtime controls, and more predictable recurring execution behavior ## What Changed - Adds bounded heartbeat retry scheduling, scheduled retry state, and Codex transient failure recovery handling. - Tightens heartbeat process recovery, blocker wake behavior, issue comment wake handling, routine dispatch coalescing, and activity/dashboard bounds. - Adds runtime-control MCP tools and Paperclip skill docs for issue workspace runtime management. - Adds migrations `0061_lively_thor_girl.sql` and `0062_routine_run_dispatch_fingerprint.sql`. - Surfaces retry state in run ledger/agent UI and keeps related shared types synchronized. ## Verification - `pnpm exec vitest run server/src/__tests__/heartbeat-retry-scheduling.test.ts server/src/__tests__/heartbeat-process-recovery.test.ts server/src/__tests__/routines-service.test.ts` - `pnpm exec vitest run src/tools.test.ts` from `packages/mcp-server` ## Risks - Medium risk: this touches heartbeat recovery and routine dispatch, which are central execution paths. - Migration order matters if split branches land out of order: merge this PR before branches that assume the new runtime/routine fields. - Runtime retry behavior should be watched in CI and in local operator smoke tests because it changes how transient failures are resumed. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex, GPT-5-based coding agent runtime, shell/git tool use enabled. Exact hosted model build and context window are not exposed in this Paperclip heartbeat environment. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [ ] If this change affects the UI, I have included before/after screenshots - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge
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Paperclip MCP Server
Model Context Protocol server for Paperclip.
This package is a thin MCP wrapper over the existing Paperclip REST API. It does not talk to the database directly and it does not reimplement business logic.
Authentication
The server reads its configuration from environment variables:
PAPERCLIP_API_URL- Paperclip base URL, for examplehttp://localhost:3100PAPERCLIP_API_KEY- bearer token used for/apirequestsPAPERCLIP_COMPANY_ID- optional default company for company-scoped toolsPAPERCLIP_AGENT_ID- optional default agent for checkout helpersPAPERCLIP_RUN_ID- optional run id forwarded on mutating requests
Usage
npx -y @paperclipai/mcp-server
Or locally in this repo:
pnpm --filter @paperclipai/mcp-server build
node packages/mcp-server/dist/stdio.js
Tool Surface
Read tools:
paperclipMepaperclipInboxLitepaperclipListAgentspaperclipGetAgentpaperclipListIssuespaperclipGetIssuepaperclipGetHeartbeatContextpaperclipListCommentspaperclipGetCommentpaperclipListIssueApprovalspaperclipListDocumentspaperclipGetDocumentpaperclipListDocumentRevisionspaperclipListProjectspaperclipGetProjectpaperclipGetIssueWorkspaceRuntimepaperclipWaitForIssueWorkspaceServicepaperclipListGoalspaperclipGetGoalpaperclipListApprovalspaperclipGetApprovalpaperclipGetApprovalIssuespaperclipListApprovalComments
Write tools:
paperclipCreateIssuepaperclipUpdateIssuepaperclipCheckoutIssuepaperclipReleaseIssuepaperclipAddCommentpaperclipUpsertIssueDocumentpaperclipRestoreIssueDocumentRevisionpaperclipControlIssueWorkspaceServicespaperclipCreateApprovalpaperclipLinkIssueApprovalpaperclipUnlinkIssueApprovalpaperclipApprovalDecisionpaperclipAddApprovalComment
Escape hatch:
paperclipApiRequest
paperclipApiRequest is limited to paths under /api and JSON bodies. It is
meant for endpoints that do not yet have a dedicated MCP tool.