[WIP] add events for dart mcp server tool invocations

[jakemac53]

This is more a proposal for potential new analytics events than a PR intended to be merged right now.

Specifically, we should consider whether we want a more general purpose event type, or specific events for different MCP server interactions.

For example we do expose runtime errors as both a tool and a resource currently, depending on the client support. Do we want a separate event to capture access to resources, or should we try and make this more general so we can add that kind of event later on without changes to this package?

[github-actions]

Package publishing

Package	Version	Status	Publish tag (post-merge)
package:bazel_worker	1.1.3	already published at pub.dev
package:benchmark_harness	2.4.0-wip	WIP (no publish necessary)
package:boolean_selector	2.1.2	already published at pub.dev
package:browser_launcher	1.1.3	already published at pub.dev
package:cli_config	0.2.1-wip	WIP (no publish necessary)
package:cli_util	0.4.2	already published at pub.dev
package:clock	1.1.3-wip	WIP (no publish necessary)
package:code_builder	4.10.2-wip	WIP (no publish necessary)
package:coverage	1.14.1	already published at pub.dev
package:csslib	1.0.2	already published at pub.dev
package:extension_discovery	2.1.0	already published at pub.dev
package:file	7.0.2-wip	WIP (no publish necessary)
package:file_testing	3.1.0-wip	WIP (no publish necessary)
package:glob	2.1.3	already published at pub.dev
package:graphs	2.3.3-wip	WIP (no publish necessary)
package:html	0.15.6	already published at pub.dev
package:io	1.1.0-wip	WIP (no publish necessary)
package:json_rpc_2	4.0.0	already published at pub.dev
package:markdown	7.3.1-wip	WIP (no publish necessary)
package:mime	2.0.0	already published at pub.dev
package:oauth2	2.0.4-wip	WIP (no publish necessary)
package:package_config	2.3.0-wip	WIP (no publish necessary)
package:pool	1.5.2-wip	WIP (no publish necessary)
package:process	5.0.4	already published at pub.dev
package:pub_semver	2.2.0	already published at pub.dev
package:pubspec_parse	1.5.0	already published at pub.dev
package:source_map_stack_trace	2.1.3-wip	WIP (no publish necessary)
package:source_maps	0.10.14-wip	WIP (no publish necessary)
package:source_span	1.10.1	already published at pub.dev
package:sse	4.1.8	already published at pub.dev
package:stack_trace	1.12.1	already published at pub.dev
package:stream_channel	2.1.4	already published at pub.dev
package:stream_transform	2.1.2-wip	WIP (no publish necessary)
package:string_scanner	1.4.1	already published at pub.dev
package:term_glyph	1.2.3-wip	WIP (no publish necessary)
package:test_reflective_loader	0.3.0	ready to publish	test_reflective_loader-v0.3.0
package:timing	1.0.2	already published at pub.dev
package:unified_analytics	8.0.1	already published at pub.dev
package:watcher	1.1.2	already published at pub.dev
package:yaml	3.1.3	already published at pub.dev
package:yaml_edit	2.2.2	already published at pub.dev

Documentation at https://github.com/dart-lang/ecosystem/wiki/Publishing-automation.

[github-actions]

PR Health

Breaking changes ⚠️

Package	Change	Current Version	New Version	Needed Version	Looking good?
unified_analytics	Breaking	8.0.1	8.0.1	9.0.0 Got "8.0.1" expected >= "9.0.0" (breaking changes)	⚠️

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Changelog Entry ❗

Package	Changed Files
package:unified_analytics	pkgs/unified_analytics/lib/src/enums.dart pkgs/unified_analytics/lib/src/event.dart

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Coverage ⚠️

File	Coverage
pkgs/unified_analytics/lib/src/enums.dart	💚 100 %
pkgs/unified_analytics/lib/src/event.dart	💔 94 % ⬇️ 4 %

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API leaks ⚠️

The following packages contain symbols visible in the public API, but not exported by the library. Export these symbols or remove them from your publicly visible API.

Package	Leaked API symbols
unified_analytics	Condition PersistedSurvey GAClient UserProperty

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License Headers ✔️

// Copyright (c) 2025, the Dart project authors. Please see the AUTHORS file
// for details. All rights reserved. Use of this source code is governed by a
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Files
pkgs/bazel_worker/benchmark/benchmark.dart
pkgs/bazel_worker/example/client.dart
pkgs/bazel_worker/example/worker.dart
pkgs/benchmark_harness/integration_test/perf_benchmark_test.dart
pkgs/boolean_selector/example/example.dart
pkgs/clock/lib/clock.dart
pkgs/clock/lib/src/clock.dart
pkgs/clock/lib/src/default.dart
pkgs/clock/lib/src/stopwatch.dart
pkgs/clock/lib/src/utils.dart
pkgs/clock/test/clock_test.dart
pkgs/clock/test/default_test.dart
pkgs/clock/test/stopwatch_test.dart
pkgs/clock/test/utils.dart
pkgs/coverage/lib/src/coverage_options.dart
pkgs/html/example/main.dart
pkgs/html/lib/dom.dart
pkgs/html/lib/dom_parsing.dart
pkgs/html/lib/html_escape.dart
pkgs/html/lib/parser.dart
pkgs/html/lib/src/constants.dart
pkgs/html/lib/src/encoding_parser.dart
pkgs/html/lib/src/html_input_stream.dart
pkgs/html/lib/src/list_proxy.dart
pkgs/html/lib/src/query_selector.dart
pkgs/html/lib/src/token.dart
pkgs/html/lib/src/tokenizer.dart
pkgs/html/lib/src/treebuilder.dart
pkgs/html/lib/src/utils.dart
pkgs/html/test/dom_test.dart
pkgs/html/test/parser_feature_test.dart
pkgs/html/test/parser_test.dart
pkgs/html/test/query_selector_test.dart
pkgs/html/test/selectors/level1_baseline_test.dart
pkgs/html/test/selectors/level1_lib.dart
pkgs/html/test/selectors/selectors.dart
pkgs/html/test/support.dart
pkgs/html/test/tokenizer_test.dart
pkgs/html/test/trie_test.dart
pkgs/html/tool/generate_trie.dart
pkgs/pubspec_parse/test/git_uri_test.dart
pkgs/stack_trace/example/example.dart
pkgs/watcher/test/custom_watcher_factory_test.dart
pkgs/yaml_edit/example/example.dart

[kenzieschmoll]

Cross linking tracking issue: #2112

[kenzieschmoll]

Specifically, we should consider whether we want a more general purpose event type, or specific events for different MCP server interactions.

For example we do expose runtime errors as both a tool and a resource currently, depending on the client support. Do we want a separate event to capture access to resources, or should we try and make this more general so we can add that kind of event later on without changes to this package?

We could add a parameter type instead where type is 'tool', 'resource', 'prompt', etc. That would make it easier to tweak analytics events down the road without needing to make a change to this package. We took a more general approach for DevTools analytics sent through the unified_analytics package and it made development much simpler to not have to change & publish this package just to add a new event.

[jakemac53]

We could add a parameter type instead where type is 'tool', 'resource', 'prompt', etc. That would make it easier to tweak analytics events down the road without needing to make a change to this package. We took a more general approach for DevTools analytics sent through the unified_analytics package and it made development much simpler to not have to change & publish this package just to add a new event.

Yeah, I just don't know if we need more specific types or not, if generic events are fine I would lean towards that direction.

[kenzieschmoll]

Generic events are fine to use. We can just pass some event label in the data and then use that to look it up in queries. Take a look at devtoolsEvent for an example. We send every DevTools analytics event through this single unified analytics event.

[jakemac53]

Ok, I made the events more generic and also added a field for the MCP server version.

[jakemac53]

(note that I will update tests once we agree on a structure for these events)

[jakemac53]

Fwiw, when I tested using these events in the actual MCP server, I am getting errors because of the CustomMetrics field.

It doesn't appear that Maps are actually allowed, so this whole CustomMetrics class seems like it needs to be deprecated.

We could encode all the event data as a String... although that seems less than ideal. May want to move as many shared components out as possible (like elapsed milliseconds).

Nevermind, I see the DevTools strategy is just to flatten all the fields directly into the parent map, that works.

[kenzieschmoll]

LGTM once this is approved from a product perspective @anderdobo