MCP
機能
8 個の公開 MCP ツールで、コーディングエージェントが検証済みの回答を再利用し、実際のビルドを観測し、次の回答を改善できます。
このページは公開 MCP 機能のすべてを説明します。サンプルを公開する MCP ツールは意図的に提供していません。
Find and inspect evidence
Search for a verified answer, fetch its files, or inspect compatibility evidence for one public software target and symbol.
search_known_solution
Find a verified solution graded against the environment you describe.
できること
Searches the local CodeSampleX network cache. A hit reports its match grade, environment differences, adaptations, evidence counts, and the contract assertions that actually passed. A miss is returned as NO_SAFE_MATCH, never guessed into a hit.
使うタイミング
Call before using a public library, SDK, runtime, OS command or standalone CLI, or when its error may already have a verified detour.
入力
必須
querystring- What you are trying to do or fix, in plain words.
任意
packagesstring[]- Public target coordinates: pkg:npm/axios@1.12.0 for a registry package or pkg:generic/cli/npm@11.5.2 for the npm CLI itself.
symbolsstring[]- Public symbol families, for example axios.post.
environmentobject- Sparse environment fingerprint; known values may include ecosystem, OS, architecture, runtime, language, compiler, package manager, module system, frameworks, execution context, browser/engine, libc, virtualization, and container runtime.
errorTextstring- Raw error text to sanitize locally into an error code and fingerprint.
JSON 入力例
{
"query": "send JSON and retry a reset connection",
"packages": ["pkg:npm/axios@1.12.0"],
"symbols": ["axios.post"],
"environment": {"os":"linux","runtime":"node","runtimeVersion":"22.18","executionContext":"node"}
}
出力形式と例
MCP content text plus structuredContent containing the search response and a local offerId on an eligible hit. A miss can also include packageOverview and localReady.
{
"structuredContent": {
"schemaVersion": 2,
"results": [{"grade":"EXACT","sampleId":"sha256:..."}],
"offerId": "local-offer-id"
}
}
get_sample
Fetch the manifest and readable files for one cached public sample.
できること
Returns the sample manifest and cached text files. Each file is capped at 64 KB and binary files are skipped. Public samples are MIT-0 community artifacts.
使うタイミング
Use after search_known_solution returns a sampleId and you need the complete runnable example.
入力
必須
sampleIdstring- Content-addressed sample id in sha256:... form.
任意
入力フィールドはありません。
JSON 入力例
{"sampleId":"sha256:0123456789abcdef..."}
出力形式と例
MCP content text plus structuredContent with sampleId, manifest, and a path-to-content files object.
{
"structuredContent": {
"sampleId": "sha256:...",
"manifest": {"license":"MIT-0","packages":["pkg:npm/axios@1.12.0"]},
"files": {"src/index.mjs":"..."}
}
}
explain_compatibility
Explain cached compatibility evidence for a package and optional symbol.
できること
Reads local compatibility shards and keeps project observations separate from contract verification evidence instead of adding unlike evidence together.
使うタイミング
Use when you need the per-symbol evidence behind a result or want to compare one package with a target environment.
入力
必須
packagestring- Package purl, for example pkg:npm/axios@1.12.0.
任意
symbolstring- Public symbol family, for example axios.post.
environmentobject- The same sparse environment fingerprint accepted by search_known_solution.
JSON 入力例
{
"package": "pkg:npm/axios@1.12.0",
"symbol": "axios.post",
"environment": {"runtime":"node","runtimeVersion":"22.18"}
}
出力形式と例
MCP content text plus structuredContent with package, symbol, and the underlying compatibility snapshot (or null).
{
"structuredContent": {
"package": "pkg:npm/axios@1.12.0",
"symbol": "axios.post",
"snapshot": {"schemaVersion":1,"rows":[]}
}
}
Run with observation
Execute a normal build or test while recording a sanitized public-package outcome.
run_observed_command
Run an argv command through the evidence loop and return its real exit code.
できること
Scans public dependencies, runs the command locally, classifies its stage and result, and returns only sanitized error templates alongside the original exit code.
使うタイミング
Use for builds and tests after adopting or creating package-dependent code, instead of running the command outside CodeSampleX.
入力
必須
commandstring[]- Command argv, for example ["npm","test"].
任意
cwdstring- Working directory; defaults to the current directory.
JSON 入力例
{"command":["npm","test"],"cwd":"project"}
出力形式と例
MCP content text plus structuredContent with exitCode, stage, result, sanitizedErrors, and evidenceClass.
{
"structuredContent": {
"exitCode": 0,
"stage": "PROJECT_TEST",
"result": "PASS",
"sanitizedErrors": [],
"evidenceClass": "USAGE_OBSERVATION"
}
}
Close the evidence loop
Report whether an offered answer worked, or prepare a clean-room sample proposal after a miss.
report_sample_adoption
Record whether a search result was applied and whether the next build passed.
できること
Correlates the report with the local offer returned by search_known_solution and records ADOPTION_EVIDENCE. A failure is counted as avoided only when the full local correlation proves it.
使うタイミング
Call after deciding whether to use an offered sample, once the post-adoption build result is known or explicitly unknown.
入力
必須
offerIdstring- Opaque local offer id returned by search_known_solution.
sampleIdstring- The offered sha256 content address.
appliedboolean- Whether the sample approach was applied.
任意
buildPassboolean- Whether the project built or passed after adoption; omit when unknown.
JSON 入力例
{"offerId":"local-offer-id","sampleId":"sha256:...","applied":true,"buildPass":true}
出力形式と例
MCP content text plus structuredContent with recorded, uploadQueued, sampleId, applied, reportedFailureAvoided, evidenceClass, and buildPass when supplied.
{
"structuredContent": {
"recorded": true,
"uploadQueued": true,
"sampleId": "sha256:...",
"applied": true,
"buildPass": true,
"reportedFailureAvoided": false,
"evidenceClass": "ADOPTION_EVIDENCE"
}
}
propose_public_sample
Create a sanitized clean-room brief and an empty local workspace.
できること
Builds a proposal from a goal, public package purls, and public symbols, then returns generation instructions and the exact empty workspace path. This tool cannot publish.
使うタイミング
Use after NO_SAFE_MATCH when you solved the boundary and the observed build or contract passed.
入力
必須
goalstring- The behavior the sample should prove.
packagesstring[]- Public package purls the sample must use.
任意
symbolsstring[]- Public symbol families the sample should demonstrate.
JSON 入力例
{"goal":"axios upload progress","packages":["pkg:npm/axios@1.12.0"],"symbols":["axios.post"]}
出力形式と例
MCP content text plus structuredContent with spec, prompt, workdir, and publishRequiresUserApproval.
{
"structuredContent": {
"spec": {"goal":"axios upload progress","packages":["pkg:npm/axios@1.12.0"]},
"prompt": "Generate the sample...",
"workdir": "<local clean-room path>",
"publishRequiresUserApproval": true
}
}
Inspect this installation
Read recent local search outcomes or the local dashboard counters without uploading anything.
list_local_hits
List recent search hits, grades, and adoption outcomes stored locally.
できること
Returns recent hit rows with timestamp, query, grade, sample id, adopted state, and post-build result when it was reported.
使うタイミング
Use to audit which answers this installation received and whether they were later adopted.
入力
必須
入力フィールドはありません。
任意
入力フィールドはありません。
JSON 入力例
{}
出力形式と例
MCP content text plus structuredContent with a hits array. postBuildPass is omitted when unknown.
{
"structuredContent": {
"hits": [{"ts":"2026-08-13T10:00:00Z","query":"axios post","grade":"COMPATIBLE","sampleId":"sha256:...","adopted":true,"postBuildPass":true}]
}
}
get_local_stats
Read mode, cache, queue, hit, and adoption counters for this installation.
できること
Returns the current local stats object. Common keys include mode, hits, cachedSamples, queuedUploads, pendingObservations, and the verified-detour outcome counters; the available set can grow.
使うタイミング
Use to check initialization, cache readiness, pending community work, or whether the evidence loop is being used repeatedly.
入力
必須
入力フィールドはありません。
任意
入力フィールドはありません。
JSON 入力例
{}
出力形式と例
MCP content text plus the local stats map directly as structuredContent.
{
"structuredContent": {
"mode": "community",
"hits": 7,
"cachedSamples": 31,
"queuedUploads": 0,
"pendingObservations": 0
}
}