PERF: make MCP crazy fast (measure initialize/tools.list/tools.call, cache, in-process dispatch) #492
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opened 2026-09-30 07:16:42 +00:00 by kayg
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kayg/calternal#492
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MCP performance: "crazy fast" (owner, 2026-09-30)
Measure first, then optimise. Measurement protocol (perf VM,
flock /root/perf.lock, the shared release binary, interleaved runs, decision rules written down before running):initialize,tools/list(with the full #484 tool set, which will be 400+ tools), andtools/callfor representative reads (list today's events, search notes, a Money month) and writes (create a task, log a transaction): p50/p95/p99, cold and warm.tools/listresponse bytes and the tokens a model spends reading it; tool result sizes.Optimisation targets (verify each with numbers):
inputSchemadiscriminator if the tool count hurts model latency, and measure the token cost both ways.Deliver
docs/perf/runs/<date>-mcp.md, a baseline indocs/perf/, and an issue per bottleneck. The measurement can start now. Code changes to the MCP layer must wait until the #484 registry core merges (same files), then land as their own commits.Starting #492 on branch
job/mcp-fast-492, base SHA7e847c2ffc5b76b2bb7cd790ddf51bf414b6f898. I read CLAUDE.md, CONTEXT.md, and DESIGN.md §§41, 48. I will measure the available MCP build first and wait for #484 registry core before changing MCP implementation files.Finding: #484 remains open, and the current
crates/calternal-server/src/mcp.rshas 9 tools whiledocs/mcp.mdgroups multiple Mail actions under one tool. The current API cannot exercise Calendar event listing or Money month/transaction tools through MCP. I will mark this interim baseline as incomplete and repeat the requested full matrix after the registry core merges.Finding: every incoming Bearer request reaches
wire.rsand callsverify_app_password(None, token).calternal-auth/src/store.rsdoes a SQL lookup, Argon2id verification onspawn_blocking, thenwire.rsrecords app-password use in a database update. This gives #492 a concrete auth hot path to measure; any cache must keep revocation effective on the next request.mcp.rsalready dispatches API calls in process withRouter::oneshot; there is no loopback HTTP hop to remove. I will profile Router/body handling as the remaining dispatch cost.Correction from the shared release artifact: its source is commit
369ab6a2f9fc673e3564b94857fbecfeb04df404(recorded by the perf snapshot), and itsmcp.rs/wire.rshashes match that commit. That build has 8 MCP tools; the checked outorigin/devsource has 9. The interim measurements will identify the release commit and tool count. #484 is still open, so Calendar and Money tool timings remain pending.Measurement harness finding on the shared release server (
369ab6a2f9fc673e3564b94857fbecfeb04df404): itsMCP_PROTOCOLSlist contains only2026-07-28, and rmcp defines that version asNO_INITIALIZE. Sending aninitializerequest therefore returns HTTP 400 / JSON-RPC-32022(unsupported protocol version); a successful initialize latency does not exist for this build. The 2026 protocol also requiresMcp-Method; omitting it returns HTTP 400 /-32020with “missing required Mcp-Method header”. The profile will record the unsupported legacy initialize response and benchmark the supportedserver/discover,tools/list, andtools/callpaths instead. This is protocol behavior in the measured build, not an application-code change.Correction to my previous protocol comment: the valid legacy initialize probe uses version
2025-11-25(the latest MCP version with an initialize handshake). On the measured release it returns HTTP 200 with JSON-RPC error-32022; unsupported negotiation is carried in the JSON-RPC envelope. The profile now records the HTTP status and error code separately. The server advertises only2026-07-28, which has no initialize handshake, soserver/discoveris the supported capability-discovery path.Full current-release baseline completed under
/root/perf.lockon the perf VM. The runner commit is35248923f; the release source is369ab6a2f9fc673e3564b94857fbecfeb04df404, binary SHA-256bb3dde668120fd848ef6e31997293701e0de8332d1d615f4f41f0e30b9e2324d. The profile used 30 cold samples, 100 warm samples, and 50 clients × 20 read calls. Every server start restored the same seeded Home snapshot.Evidence: warm
tools/listp95 was 21.051 ms; its 8-tool schema was 2,889 bytes / 654o200k_basetokens. A grouped dispatcher measured 681 tokens. There was no compression, ETag, cache policy, or pagination cursor. Warm Search Notes p95 was 23.130 ms. Warm create Task p95 was 666.881 ms; create Log entry p95 was 221.447 ms. These are client-side loopback results: the response had noServer-Timingheader. The 50-client read burst measured p95 441.895 ms, 127.42 requests/s, and an estimated 2,854,257 bytes per idle connection; peak server RSS was 461,324,288 bytes. Host load average rose from 0.22 / 0.14 / 0.07 to 2.52 / 0.99 / 0.39 during the run.The current release exposes protocol
2026-07-28, so legacy initialize is unsupported (2025-11-25probe: HTTP 200 / JSON-RPC-32022);server/discoveris the supported discovery path. The current release has 8 tools, and Calendar and Money operations are still unavailable pending #484. The server listener supports HTTP/1.1; HTTP/2 at the reverse proxy was not measured. Follow-up findings are tracked in #515 (tool-list caching), #516 (password verification cost), and #517 (write latency and memory growth). Full results are indocs/perf/runs/2026-09-30-mcp-current.jsonanddocs/perf/mcp-baseline.json; the run report isdocs/perf/runs/2026-09-30-mcp.md.Decision from the baseline: keep the current 8 individual tool schemas. The hypothetical grouped schema uses 681 tokens versus 654 for the individual schemas. Re-measure grouping when the full #484 registry is available. The runner uses a separate
docs/perf/mcp-baseline.jsonso it does not replace the shared web baseline indocs/perf/baseline.json.Adversarial finding: the one-time real-server API-only run reported no response on
POST /api/v1/tags/rename(old_tag=travel,new_tag=journey), then connection refused; the server process exited asAborted. The probe istag rename across sourcesneartests/adversarial/attack.py:2608. Host load reached about 42, and runner cleanup removed its temporary logs; no core or stack was available. Timing implicates the probe sequence but does not establish the cause. I filed #525 with the evidence and follow-up. The job's single adversarial round is complete; I did not rerun it.Completed
Branch:
job/mcp-fast-492Base before merge:
cd3cea757(origin/dev)Final HEAD:
0457a2bf701ce577c026b0fc0a0d8c1a6fd88da8This job adds a repeatable, credential-safe MCP profile harness and records the current release baseline. It does not change MCP server behavior: #484's registry core is still Open, and the issue requires MCP-layer code changes to wait for that merge.
Files added or updated:
bench/mcp-profile.py,bench/mcp-bootstrap.mjs,bench/mcp-prepare.sh,bench/mcp-seed-current.pybench/mcp-requirements.txt,bench/mcp-scenarios-current.jsondocs/perf/README.md,docs/perf/mcp-baseline.jsondocs/perf/runs/2026-09-30-mcp.md,docs/perf/runs/2026-09-30-mcp-current.jsonMeasurements
The shared release binary (source
369ab6a2f9fc673e3564b94857fbecfeb04df404) exposes 8 tools and MCP protocol2026-07-28. Its legacyinitializeprobe returns HTTP 200 with JSON-RPC-32022;server/discoveris the supported discovery request. The 30-cold / 100-warm samples used 10 warmups and a restored fixture snapshot per server start, under/root/perf.lockon the perf VM.Client-loopback p50/p95/p99 in ms:
tools/list: cold22.178 / 26.825 / 29.305; warm18.270 / 21.051 / 22.089.23.975 / 26.124 / 28.426; warm19.894 / 23.130 / 25.193.70.793 / 95.193 / 96.658; warm370.743 / 666.881 / 725.149.74.706 / 89.746 / 96.446; warm105.001 / 221.447 / 311.932.The tool array was 2,889 bytes / 654
o200k_basetokens. The measured grouped dispatcher was 2,969 bytes / 681 tokens (+27), so the current 8-tool set keeps individual schemas.tools/listhad no compression, ETag, cache policy, or pagination cursor. The server sent noServer-Timing, so server-side latency targets are unmeasured. Calendar Events, Money operations, the full #484 registry, and HTTP/2 were unavailable in this release profile.calternal_create_logis not a Money transaction.The 50-client burst ran 1,000 Search Notes calls at 127.42 requests/s; p50/p95/p99 were
388.402 / 441.895 / 464.072ms. Estimated idle connection memory was 2,854,257 bytes per client; peak RSS was 461,324,288 bytes. The warm Task and Log write tails and RSS growth are recorded in the report.Follow-ups filed: #515 (tools/list caching), #516 (App Password verification cost), and #517 (write latency and memory growth).
Adversarial finding
The one-time API-only real-server adversarial round reached
POST /api/v1/tags/rename(travel→journey) after the rename preview. That probe received no response, later requests received connection refused, and the server process exited asAborted. The timing points to thetag rename across sourcesprobe, but does not prove that request caused the abort. Host load reached about 42; cleanup removed the server log, and no core/stack was available. I filed #525 with the evidence. The one allowed round is complete; I did not rerun it or change the tag expectation.Gates
Commands used the required Cargo environment (
CARGO_PROFILE_DEV_DEBUG=line-tables-only,CARGO_INCREMENTAL=0,CARGO_BUILD_JOBS=4,TMPDIR=$PWD/target/tmp). The requiredorigin/devmerge is included at HEAD.cargo fmt --check: exit 0, no output.cargo clippy -p calternal-server --all-targets -- -D warnings(after restoring generated web assets):cargo test -p calternal-server:bun run check:bun run testended with: The affected tests weresrc/lib/date-formatting.test.ts(shared date formatter reuse gate) andsrc/lib/styles/font-weight-token.test.ts(font weight token guard). Final summary: The cause of these two timeouts is unverified. I did not change expectations or rerun the gate.apps/web/buildandapps/web/.svelte-kit.git diff --checkand the Python, Node, shell, and JSON syntax checks passed.An initial clippy attempt, before restoring
apps/web/build, failed because the server embeds that generated directory.bun run buildsucceeded; after building, clippy and the server tests passed. The generated web output was deleted after gates.Decisions not covered by DESIGN
server/discoverfor the current no-initialize protocol and keep a legacyinitializerequest only as a compatibility probe.Server-Timingis absent, report loopback client latency separately and leave server-side SLOs unmeasured.docs/perf/mcp-baseline.json, separate from the shareddocs/perf/baseline.json.