Linear Lean

CI savings re-measured weekly

A self-hosted MCP server for Linear that controls the response shape: field-selected, flattened reads and minimal write acks instead of the fat full-object payloads the hosted Linear MCP returns. Run it locally over stdio (npx linear-mcp-lean) or as a shared HTTP deploy.

Built for LLM agents (Claude Code, or any MCP client) that call Linear tools hundreds of times per session: every byte a tool returns is a token your model pays to read. This wrapper serves the same tool names as the hosted Linear MCP, so it's a drop-in replacement — but a default list_issues row is ~0.3× the hosted ~1.2 KB/issue, and a save_issue ack is ~160 bytes with no full-object echo.

In plain words

• Your agent talks to Linear through this server instead of Linear's own MCP server. Same tool names, same behavior — nothing in your prompts or workflows changes.
• The difference is what comes back: only the fields agents actually use, not the whole object. A typical issue row is ~340 bytes here vs ~1.2 KB from the hosted server; a write returns a tiny receipt ({id, identifier, state, url}) instead of echoing the full issue back.
• Fewer bytes returned = fewer tokens your model reads = cheaper, faster agent sessions — the savings compound over hundreds of calls.
• Need more sometimes? Pass full: true on that one call, or drop to raw GraphQL with linear_graphql. Lean by default, never a dead end.
• You don't have to take the savings on faith: every call is logged, and GET /stats shows the trim ratio measured on your own traffic.
• It authenticates with a plain Linear API key — no OAuth dance — so it works headless: CI, cron, background agents, multiple machines sharing one deploy.

Measured savings vs the hosted MCP

Measured 2026-07-07 against a live deploy — identical requests to this wrapper and to the hosted Linear MCP, response bytes compared per call (per row for lists). The probe-vs-hosted workflow re-measures weekly and fails on regression:

tool                   w.bytes   h.bytes  w.rows  h.rows  save%call  save%/row
--------------------------------------------------------------------------------
get_issue                 1422      2138       0       0      33.5%          —
get_project                311      1100       0       0      71.7%          —
get_team                    83       148       1       1      43.9%          —
list_teams                 618      1256       8       8      50.8%      50.8%
list_projects              270      2025       2       2      86.7%      86.7%
list_issues               2788      9402       6       6      70.3%      70.3%
list_issue_statuses        697       571       7       7     -22.1%     -22.1%
--------------------------------------------------------------------------------
TOTAL  wrapper=6189B (~1768 tok)  hosted=16640B (~4754 tok)  aggregate save=62.8%

How it compares

• vs Linear's hosted MCP (mcp.linear.app) — identical tool names, so it's a drop-in swap; but reads are field-trimmed to roughly a third of the size and writes return minimal acks instead of full-object echoes. Static API key instead of per-user OAuth, which is what makes headless use possible. The 5 tools Linear's public GraphQL can't back are proxied to the hosted server, so nothing is lost in the swap.
• vs community SDK wrappers (cline/linear-mcp, tacticlaunch/mcp-linear, dvcrn/mcp-server-linear, …) — those expose plain CRUD with untrimmed SDK payloads. This serves field-trimmed responses — response size is the entire point of its design — over the same convenient stdio transport (npx linear-mcp-lean), plus an HTTP mode one deploy can share across machines and agents.
• vs linear-toon-mcp — same motivation (the hosted MCP burns context), different mechanism: TOON re-encodes all the data in a more compact text format (~40–60% claimed). This server instead selects fields server-side, so unneeded data never crosses the wire at all, stays plain JSON (no extra format for the model to parse), keeps the hosted server's tool names for drop-in compatibility, and proves its savings from live traffic via /stats.

How it works

MCP client ──stdio (npx linear-mcp-lean)──────────────▶ this server
        or ──POST /mcp (Bearer MCP_BEARER_TOKEN)──────▶     │
                                                            │
                               hand-written minimal GraphQL ├──▶ api.linear.app/graphql   (LINEAR_API_KEY)
                               verbatim proxy (5 tools)     └──▶ mcp.linear.app/mcp       (LINEAR_API_KEY)

• Two transports, one tool set — stdio (local child process of your MCP client, one command, no server to run) and stateless Streamable HTTP behind a bearer gate (one deploy shared across machines, plus the /stats byte-log). Both serve the same buildServer() registrations.

• Trimmed GraphQL tools — each read is a hand-written minimal GraphQL query flattened into a closed object (never a spread of the raw response, so no field sneaks in); each write returns a minimal ack (save_issue → {id, identifier, state, url}).

• Server-side name→id resolution — filter and write args accept names (state: "In Progress", project: "My Project", assignee: "me", team key/name case-insensitively); an unresolved name throws a loud error, never a silent empty result.

• Hosted-MCP proxy fallback — 5 tools Linear's public GraphQL cannot back (search_documentation, extract_images, get_diff, get_diff_threads, list_diffs) are forwarded verbatim to the hosted Linear MCP.

• linear_graphql escape hatch — run an arbitrary GraphQL document and get the raw, untrimmed result, for the rare need the lean defaults don't cover.

• Byte-savings observability — every call appends one JSONL record (upstream bytes vs bytes returned); GET /stats aggregates per-tool trim ratios from real traffic.

Stack

@modelcontextprotocol/sdk (McpServer + stateless StreamableHTTPServerTransport) behind Express POST /mcp; graphql-request for the hand-written queries; zero database.

Quick start

Requires Node 20+ and a Linear Personal API key (Settings → Security & access → Personal API keys).

Local (stdio) — no server to run

# with LINEAR_API_KEY exported in your shell:
claude mcp add linear -e LINEAR_API_KEY=${LINEAR_API_KEY} -- npx -y linear-mcp-lean

or in .mcp.json / ~/.claude.json mcpServers (any MCP client with stdio support):

{
  "mcpServers": {
    "linear": {
      "command": "npx",
      "args": ["-y", "linear-mcp-lean"],
      "env": { "LINEAR_API_KEY": "${LINEAR_API_KEY}" }
    }
  }
}

(${LINEAR_API_KEY} is expanded from the client's environment at session start.) No bearer token here: a stdio server is a local child process of your MCP client, so the only credential is the outbound LINEAR_API_KEY. The byte log is off in stdio mode unless you set BYTE_LOG_PATH explicitly.

Hosted (HTTP) — one deploy shared across machines and agents

npm install
cp .env.example .env    # fill in MCP_BEARER_TOKEN + LINEAR_API_KEY
npm run build
npm start               # listens on :$PORT (default 8080), MCP at POST /mcp

• MCP_BEARER_TOKEN — inbound auth: the token your MCP clients must send. Generate one: openssl rand -hex 32.
• LINEAR_API_KEY — outbound auth: the same Personal API key as above.

Smoke test:

source .env
curl -s http://localhost:8080/health     # {"ok":true} — liveness, no Linear call
curl -s -H "Authorization: Bearer $MCP_BEARER_TOKEN" \
  http://localhost:8080/ready            # proves the LINEAR_API_KEY actually reaches Linear
curl -s -X POST http://localhost:8080/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -H "Authorization: Bearer $MCP_BEARER_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"get_issue","arguments":{"id":"ENG-123"}}}'

Connect an MCP client

Register under the server name linear so tool names (mcp__linear__* in Claude Code) match the hosted Linear MCP exactly — existing prompts and call sites keep working unchanged. For the stdio form see Quick start; connecting to a hosted deploy:

Claude Code (CLI):

claude mcp add --transport http linear https://linear-mcp.example.com/mcp \
  --header "Authorization: Bearer ${MCP_BEARER_TOKEN}"

or in .mcp.json / ~/.claude.json mcpServers:

{
  "mcpServers": {
    "linear": {
      "type": "http",
      "url": "https://linear-mcp.example.com/mcp",
      "headers": { "Authorization": "Bearer ${MCP_BEARER_TOKEN}" }
    }
  }
}

(${MCP_BEARER_TOKEN} is expanded from the client's environment at session start.)

For local experimentation, point at http://localhost:8080/mcp instead.

Tools

Same names and semantics as the hosted Linear MCP (36 tools total):

Group	Tools
Issues	get_issue, list_issues, save_issue, list_comments, save_comment
Projects	get_project, list_projects, save_project, list_milestones, get_milestone, save_milestone
Teams & users	get_team, list_teams, get_user, list_users
Labels & states	list_issue_labels, list_project_labels, create_issue_label, list_issue_statuses, get_issue_status, list_cycles
Documents	get_document, list_documents, save_document
Attachments	get_attachment, create_attachment, prepare_attachment_upload, create_attachment_from_upload
Status updates	get_status_updates, save_status_update
Proxied to hosted MCP	search_documentation, extract_images, get_diff, get_diff_threads, list_diffs
Escape hatch	linear_graphql

Field contract — lean default, broaden on demand

Reads are lean by default, broaden on demand. The full per-tool field map lives in FIELDS.md; the contract in brief:

• full: true (opt-in on get_issue, list_issues, list_projects, get_project) → a documented richer superset (assignee, lifecycle timestamps, state type, parent, estimate, due date, …). Absent → the minimal contract. You only pay the extra bytes when you ask.

• list_issues returns a pagination envelope matching the hosted MCP shape:

  { "issues": [ … ], "hasNextPage": true, "cursor": "<opaque token>" }
  

  To page: pass the returned cursor back as the cursor arg until hasNextPage is false. list_issues is the only paginated tool (see FIELDS.md for why the other lists stay bare arrays).

• linear_graphql({query, variables}) — arbitrary GraphQL against https://api.linear.app/graphql via the same server-side client, raw untrimmed result. Bearer-gated like every tool; errors surface, never swallowed.

  // request
  { "name": "linear_graphql", "arguments": {
      "query": "query($id:String!){ issue(id:$id){ identifier subscribers{ nodes{ name } } } }",
      "variables": { "id": "ENG-123" } } }
  

Endpoints

Endpoint	Auth	Purpose
POST /mcp	Bearer	The MCP endpoint (stateless Streamable HTTP)
GET /health	none	Liveness — process up, deliberately no Linear call
GET /ready	Bearer	Readiness — fresh viewer query proves the LINEAR_API_KEY authenticates (catches a placeholder/revoked key /health can't); 503 + surfaced error on failure
GET /stats	Bearer	Per-tool + overall upstream/downstream byte totals and trim ratios, plus byte-log write-health

Tests and verification probes

Unit tests cover the flatteners and name→id resolvers with fetch mocked at the GraphQL seam — no Linear workspace, key, or network needed (they run on fork PRs):

npm test

Live invariants are covered by encoded, runnable probes:

npm run build
npm run probe:auth       # missing/invalid bearer -> 401; valid -> non-401 (key-free)
npm run probe:tools      # tools/list serves every promised tool name (key-free)
npm run probe:bytelog    # dead byte-log sink is distinguishable from idle on /stats (key-free)
npm run probe:secrets    # no secret tracked in the repo (offline)
npm run probe:status     # no deprecated GraphQL field selected (needs LINEAR_API_KEY)
npm run probe:proxy      # hosted MCP accepts the PAK bearer (needs LINEAR_API_KEY)
npm run probe:vs-hosted  # byte-savings comparison vs the hosted MCP (needs a deploy; see file header)

CI runs the type-check, build, unit tests, and the four key-free probes (auth, tools, bytelog, secrets) on every PR and push to main. The probe-vs-hosted workflow re-measures the savings weekly and fails when the aggregate drops below its floor; refresh the committed table with scripts/update-readme-savings.mjs when the numbers meaningfully change.

Deploy

deploy/ has a complete runbook (deploy/README.md) for a small Linux VPS: systemd unit (hardened: ProtectSystem=strict, dedicated no-login user, root-owned chmod 600 env file) + Caddy for automatic HTTPS.

Security notes

• Single-tenant by design. The server holds ONE Linear API key; every client presenting the bearer token acts as that Linear user, with that user's full workspace access. Don't share the bearer across trust boundaries — this is a personal/team-internal service, not a multi-tenant gateway.
• The bearer gate runs before the MCP transport and compares tokens with a timing-safe equality; a missing MCP_BEARER_TOKEN fails closed (500), never open.
• /ready and /stats are bearer-gated too — they expose the viewer id and traffic shape.
• Secrets come only from the environment (.env locally, a root-owned env file under systemd). Only .env.example is committed; npm run probe:secrets asserts nothing secret is tracked.

License

MIT — see LICENSE.