A
licenseNot graded
qualityD
maintenanceMCP server for step-by-step mathematical reasoning and planning, enabling AI agents to execute calculations and perform GUI actions like opening PowerPoint.
1
Apache 2.0
jacobian
by morluto
English · 简体中文
Jacobian 是一个 MCP 服务器，为 AI 智能体提供可搜索的类型化数学操作词汇表。math.find 用于发现操作，math.run 则执行一个有界数学契约并返回类型化结果。同一数学库也可通过 CLI 和原生 Python API 使用。
每个操作都建立了一个稳定、可复用的数学后置条件，而非规定工作流或证明策略。结果在声明处精确，并明确标注近似、不完备或不确定性。
Jacobian 的假设是：数学推理受益于一个由语义上有界、范围明确的操作组成的可执行词汇表。 与其暴露大型领域求解器或预组合工作流，Jacobian 提供的是数学原语，智能体可以搜索这些原语并组合出超出任何单个操作设计目标的解决方案。该库提供可信的数学步骤；推理模型决定执行哪些步骤、如何组合其结果以及何时停止。保持操作的语义狭窄且领域专属，从而保留了搜索空间，而不是将某种证明策略或工作流固化到工具本身中。
参见可执行数学词汇表，了解语义原子性的含义以及操作词汇表如何扩展。
快速开始
在不全局安装 Jacobian 的情况下运行标准 Python MCP 命令：
uvx --from jacobian jacobian-mcp当 MCP 主机需要 npm 命令时，npm 包是该命令的确定性载体：
npx jacobian mcp对于持久化安装：
python -m pip install jacobian
jacobian-mcp该包包含 Jacobian 精确维护的 Python 后端技术栈：SymPy、NetworkX、Z3 和 Python-FLINT。因此，常规的 Python 或 npm 安装会暴露相同的、基于 Python 的操作组合。经过测试的二进制安装契约是 CPython 3.12 或 3.13，运行于 glibc Linux x86-64 平台；发布门禁会安装构建好的 wheel 并在两个 Python 版本上启动 Jacobian。其他系统可能具有兼容的上游 wheel，但不属于已测试的发布契约。特别是，Alpine/musl 无法从 PyPI 安装完整的必需技术栈。
Python 发行版包含数学内核、CLI 和 MCP 服务器。npm 包将其精确的包版本确定性地映射到相应的 uvx 调用。
Related MCP server: math-logic-mcp
计算一个有界结果
一个普通操作首先返回数学结果。例如，matrix.determinant.compute 接受一个精确有理矩阵并返回其行列式。调用者通过传递类型化值来组合结果，以进行后续操作。
可用的数学内容
内置操作组合涵盖以下领域：
多项式映射与多项式代数；
精确线性代数；
图、路径、着色与同构；
有界 SAT 与 SMT 求解；
有限代数、概率、几何与拓扑；
Lean 源码精化。
SAT 与 SMT 操作直接使用维护的 Z3 Python 绑定。可选的 lean.check 操作在固定的 Lean 服务环境中运行一个有界源码片段，使用请求作用域的临时目录，并返回类型化诊断信息。使用 math.find 搜索操作、浏览不熟悉的领域，并在调用 math.run 之前检查某个操作。
状态
Jacobian 0.12.0 为预稳定版本。其已发布的包和操作契约描述了受支持的接口；实验性操作契约可能在版本之间发生变化。
文档
文档首页：教程、操作指南、参考和解释
架构：运行时结构与信任边界
产品模型：操作契约、所有权与项目边界
工具参考：MCP 资源与调用契约
后端要求： 受维护的 Python 后端与可选的 Lean
远程部署：HTTP 部署与认证
贡献
Jacobian 使用 Python 3.12、uv 和一个精简的 Makefile：
make setup
make test-math
make check在修改代码之前，请阅读 CONTRIBUTING.md。其中记录了聚焦的测试命令、验证规则、文档放置位置以及拉取请求的期望。
许可证
Available Tools
2 toolsmath.findSearch installed Jacobian math toolsARead-onlyIdempotent
Find or inspect public Jacobian MCP operations.
Forms:
query: describe one local mathematical need in ordinary language.namespace,limit,cursor, andsearch_modeare optional search controls. Preserve established mathematical names from the task, the supplied objects and constraints, the requested computation or decision, the full scalar, batch, or exhaustive scope, and whether the requested result is a value, witness, certificate, obstruction, profile, or complete enumeration. Do not replace a supplied named property only with its expanded definition, translate the need into catalog tags, or submit the surrounding proof goal.operation_id: pass one exact operation ID to receive its authoritative input and output schemas, operator-authored examples, and current optional backend availability. Matches expose staticruntime_requirements; inspection checks these runtimes in the server environment.
For matching, use namespace only when the primary operation-ID namespace is already
known with high confidence. Matching returns 10 candidates by default; request up to
20 when a wider first page is useful. Follow next_cursor with the same query, namespace, and search_mode
to continue; the limit may change. Ordered matches are deterministic retrieval candidates, not
applicability claims; inspect a promising operation before math.run. Read
operation://catalog only when the complete bulk catalog is genuinely needed.
An unknown operation ID returns kind: "error" with error.code: "UNKNOWN_OPERATION";
inspect kind even when MCP isError is false. Search with query to find an
installed operation, then inspect its exact ID. Zero matches is a successful search.
Examples:
{"query":"exact determinant of a rational matrix","namespace":"matrix","limit":3}{"operation_id":"polynomial.compute.gcd"}
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | No | ||
| cursor | No | Opaque continuation cursor from a prior call with the same query, namespace, and search_mode. The page limit may change between calls. | |
| namespace | No | Optional exact primary operation-ID namespace. Omit it unless already known with high confidence. | |
| search_mode | No | Precise applicability filtering or broad lexical recall. | precise |
| operation_id | No |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
No output parameters | ||
TDQS
A4.9/5.0
Behavior5/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already cover read-only/idempotent/safety, but the description adds real behavioral context beyond them: default page size of 10 with up to 20 on request, cursor continuation semantics where the limit may change, deterministic-but-not-applicability-claiming results, and the error contract (`kind: "error"`, `error.code: "UNKNOWN_OPERATION"`, checking `kind` even when MCP `isError` is false). It also clarifies that zero matches is a successful search rather than a failure, which is exactly the kind of edge case that prevents misreads.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness4/5
Is the description appropriately sized, front-loaded, and free of redundancy?
It is front-loaded, organized by form, and ends with two concrete call examples, so the length is largely earned. The main cost is mild redundancy: the long `query` composition guidance in the prose substantially repeats the `query` field description in the schema, which slightly dilutes signal.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Completeness5/5
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
An output schema exists, so return-shape explanation is not needed, and the description fills the remaining gaps an agent needs: pagination behavior, error signaling, the intended inspect-then-run workflow, and the fallback to `operation://catalog`. For a six-parameter discovery tool with partial schema coverage, nothing material is missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters5/5
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The description supplies semantics the schema only partially carries (50% coverage): what belongs in `query` versus what must not (catalog tags, expanded definitions, proof goals), the confidence condition for `namespace`, the default and ceiling for `limit`, and the requirement to reuse the same query/namespace/search_mode with `cursor`. `operation_id` behavior (returns authoritative input/output schemas, examples, and runtime availability, with inspection checking runtimes) is also explained, which the bare pattern in the schema does not convey.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose5/5
Does the description clearly state what the tool does and how it differs from similar tools?
The opening line states a specific verb pair and resource ('Find or inspect public Jacobian MCP operations') and then splits the two behaviors into named forms (`query` vs `operation_id`). It also clarifies the relationship to the sibling by stating matches should be inspected 'before math.run', so an agent can separate discovery from execution without opening either schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines5/5
Does the description explain when to use this tool, when not to, or what alternatives exist?
It gives explicit when-to-use conditions for each branch: reach for `query` to locate an installed operation, use `operation_id` for authoritative schemas, use `namespace` only when already known with high confidence, and read `operation://catalog` only when the complete bulk catalog is genuinely needed. It also names the follow-up action (inspect before `math.run`) and the continuation path (`next_cursor`), leaving little to inference.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
math.runRun one installed Jacobian math toolARead-only
Run one installed math tool by ID with its typed payload. A successful call returns
the operation-owned canonical mathematical value in output; a later inspected
operation may accept that complete value unchanged. Read its fields to determine what
the calculation established. MCP reports malformed payloads, unknown IDs, and host
failures as tool errors, not as mathematical results. If the payload shape is unknown,
inspect the exact operation with math.find. When it publishes an examples item, copy
and adapt that item's input object as the payload; otherwise, form the payload from
the input schema and its field descriptions. Do not call math.run with an empty
payload merely to discover required fields; inspection is authoritative.
Timeout, incomplete search, and missing witnesses appear only in the concrete domain result that owns them; none is a mathematical conclusion by itself.
Examples:
{"operation_id":"integer.compute.extended_gcd","payload":{"left":"84","right":"30"}}
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| payload | Yes | ||
| operation_id | Yes |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| output | Yes | |
| runtime_ms | Yes | |
| operation_id | Yes |
TDQS
A4.9/5.0
Behavior5/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Beyond the annotations, the description explains that successful calls return a canonical operation-owned value, that malformed payloads, unknown IDs, and host failures surface as MCP errors, and that timeout/incomplete-search/missing-witness findings are not mathematical conclusions. This is meaningful behavioral context not present in the annotations.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness5/5
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is front-loaded with the core action and then adds only high-value operational guidance: error semantics, discovery workflow, and an example. Every sentence earns its place despite the length, which is justified for a generic runner tool.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Completeness5/5
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a generic runner with two parameters, an output schema, and a single sibling, the description fully covers invocation, payload discovery, error behavior, and result semantics. There are no significant gaps that would prevent an agent from selecting or using the tool correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters4/5
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 0%, so the description carries the burden. It clarifies operation_id as a math tool ID and payload as the typed argument object, and gives a concrete example. It could enumerate more about operation_id format, but the schema pattern already covers that, and the discovery workflow is explicitly documented.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose5/5
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a specific verb and resource: 'Run one installed math tool by ID with its typed `payload`' and clarifies the operation's return semantics. It differentiates from the sibling math.find by explicitly directing payload-shape discovery to math.find rather than math.run.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines5/5
Does the description explain when to use this tool, when not to, or what alternatives exist?
It gives concrete when-to-use guidance, including using math.find when the payload shape is unknown, adapting published examples, and avoiding empty-payload discovery calls. It also tells the agent that inspection is authoritative, which prevents misuse.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
1 tool update
v0.7.12- Changed
math.find1 field changed- changed
Input schema / properties / cursor / descriptionPrevious value: -"Opaque continuation cursor from a prior call with the same need and namespace. The page limit may change between calls."New value: +"Opaque continuation cursor from a prior call with the same query, namespace, and search_mode. The page limit may change between calls."
1 tool update
v0.7.10- Changed
math.find2 fields changed- added
Input schema / properties / search_modeAdded value: +{ + "default": "precise", + "description": "Precise applicability filtering or broad lexical recall.", + "enum": [ + "precise", + "broad" + ], + "title": "Search Mode", + "type": "string" +} - added
Output schema / $defs / OperationFindResult / properties / search_modeAdded value: +{ + "default": "precise", + "enum": [ + "precise", + "broad" + ], + "title": "Search Mode", + "type": "string" +}
1 tool update
v0.7.9- Changed
math.find12 fields changed- removed
Input schema / $defsRemoved value: -{ - "OperationInspectRequest": { - "additionalProperties": false, - "properties": { - "op": { - "const": "inspect", - "title": "Op", - "type": "string" - }, - "operation_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Operation Id", - "type": "string" - } - }, - "required": [ - "op", - "operation_id" - ], - "title": "OperationInspectRequest", - "type": "object" - }, - "OperationMatchRequest": { - "additionalProperties": false, - "properties": { - "cursor": { - "anyOf": [ - { - "maxLength": 128, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Opaque continuation cursor from a prior call with the same need and namespace. The page limit may change between calls.", - "title": "Cursor" - }, - "limit": { - "default": 10, - "description": "Maximum compact matches to return.", - "maximum": 20, - "minimum": 1, - "title": "Limit", - "type": "integer" - }, - "namespace": { - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Optional exact primary operation-ID namespace. Omit it unless already known with high confidence.", - "title": "Namespace" - }, - "need": { - "description": "A concise description of the complete local mathematical result needed. Preserve established mathematical names from the task, the supplied objects and constraints, the requested computation or decision, the full scalar, batch, or exhaustive scope, and whether the requested result is a value, witness, certificate, obstruction, profile, or complete enumeration. Prefer ordinary mathematical language to catalog tags; do not replace a supplied named property only with its expanded definition.", - "maxLength": 4096, - "minLength": 1, - "title": "Need", - "type": "string" - }, - "op": { - "const": "match", - "title": "Op", - "type": "string" - } - }, - "required": [ - "op", - "need" - ], - "title": "OperationMatchRequest", - "type": "object" - } -} - added
Input schema / properties / cursorAdded value: +{ + "anyOf": [ + { + "maxLength": 128, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Opaque continuation cursor from a prior call with the same need and namespace. The page limit may change between calls.", + "title": "Cursor" +} - added
Input schema / properties / limitAdded value: +{ + "anyOf": [ + { + "description": "Maximum compact matches to return.", + "maximum": 20, + "minimum": 1, + "type": "integer" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Limit" +} - added
Input schema / properties / namespaceAdded value: +{ + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Optional exact primary operation-ID namespace. Omit it unless already known with high confidence.", + "title": "Namespace" +} - added
Input schema / properties / operation_idAdded value: +{ + "anyOf": [ + { + "description": "Exact public operation ID returned by a prior math.find match or listed in operation://catalog.", + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Operation Id" +} - added
Input schema / properties / queryAdded value: +{ + "anyOf": [ + { + "description": "A concise description of the complete local mathematical result needed. Preserve established mathematical names from the task, the supplied objects and constraints, the requested computation or decision, the full scalar, batch, or exhaustive scope, and whether the requested result is a value, witness, certificate, obstruction, profile, or complete enumeration. Prefer ordinary mathematical language to catalog tags; do not replace a supplied named property only with its expanded definition.", + "maxLength": 4096, + "minLength": 1, + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Query" +} - removed
Input schema / properties / requestRemoved value: -{ - "discriminator": { - "mapping": { - "inspect": "#/$defs/OperationInspectRequest", - "match": "#/$defs/OperationMatchRequest" - }, - "propertyName": "op" - }, - "oneOf": [ - { - "$ref": "#/$defs/OperationMatchRequest" - }, - { - "$ref": "#/$defs/OperationInspectRequest" - } - ], - "title": "Request" -} - removed
Input schema / requiredRemoved value: -[ - "request" -] - added
Output schema / $defs / BackendAvailabilityAdded value: +{ + "additionalProperties": false, + "description": "A bounded executable/version check, not an operation execution guarantee.", + "properties": { + "backend": { + "enum": [ + "singular", + "qepcad" + ], + "title": "Backend", + "type": "string" + }, + "detail": { + "title": "Detail", + "type": "string" + }, + "installation": { + "title": "Installation", + "type": "string" + }, + "required_version": { + "title": "Required Version", + "type": "string" + }, + "status": { + "enum": [ + "AVAILABLE", + "MISSING", + "UNSUPPORTED", + "CHECK_FAILED" + ], + "title": "Status", + "type": "string" + }, + "version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Version" + } + }, + "required": [ + "backend", + "status", + "required_version", + "detail", + "installation" + ], + "title": "BackendAvailability", + "type": "object" +} - added
Output schema / $defs / OperationDescriptor / properties / runtime_requirementsAdded value: +{ + "default": [], + "items": { + "enum": [ + "singular", + "qepcad" + ], + "type": "string" + }, + "title": "Runtime Requirements", + "type": "array" +} - added
Output schema / $defs / OperationDiscoveryMatch / properties / runtime_requirementsAdded value: +{ + "default": [], + "items": { + "enum": [ + "singular", + "qepcad" + ], + "type": "string" + }, + "title": "Runtime Requirements", + "type": "array" +} - added
Output schema / $defs / OperationInspectionResult / properties / backend_availabilityAdded value: +{ + "default": [], + "items": { + "$ref": "#/$defs/BackendAvailability" + }, + "title": "Backend Availability", + "type": "array" +}
1 tool update
v0.7.8- Changed
math.find1 field changed- changed
Input schema / $defs / OperationMatchRequest / properties / cursor / descriptionPrevious value: -"Continuation cursor from a prior call with the same need."New value: +"Opaque continuation cursor from a prior call with the same need and namespace. The page limit may change between calls."
1 tool update
v0.7.7- Changed
math.find15 fields changed- removed
Input schema / $defs / OperationBrowseRequestRemoved value: -{ - "additionalProperties": false, - "properties": { - "cursor": { - "anyOf": [ - { - "maxLength": 128, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Cursor" - }, - "limit": { - "default": 20, - "maximum": 20, - "minimum": 1, - "title": "Limit", - "type": "integer" - }, - "namespace": { - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Namespace" - }, - "op": { - "const": "browse", - "title": "Op", - "type": "string" - } - }, - "required": [ - "op" - ], - "title": "OperationBrowseRequest", - "type": "object" -} - added
Input schema / $defs / OperationMatchRequestAdded value: +{ + "additionalProperties": false, + "properties": { + "cursor": { + "anyOf": [ + { + "maxLength": 128, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Continuation cursor from a prior call with the same need.", + "title": "Cursor" + }, + "limit": { + "default": 10, + "description": "Maximum compact matches to return.", + "maximum": 20, + "minimum": 1, + "title": "Limit", + "type": "integer" + }, + "namespace": { + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Optional exact primary operation-ID namespace. Omit it unless already known with high confidence.", + "title": "Namespace" + }, + "need": { + "description": "A concise description of the complete local mathematical result needed. Preserve established mathematical names from the task, the supplied objects and constraints, the requested computation or decision, the full scalar, batch, or exhaustive scope, and whether the requested result is a value, witness, certificate, obstruction, profile, or complete enumeration. Prefer ordinary mathematical language to catalog tags; do not replace a supplied named property only with its expanded definition.", + "maxLength": 4096, + "minLength": 1, + "title": "Need", + "type": "string" + }, + "op": { + "const": "match", + "title": "Op", + "type": "string" + } + }, + "required": [ + "op", + "need" + ], + "title": "OperationMatchRequest", + "type": "object" +} - removed
Input schema / $defs / OperationSearchRequestRemoved value: -{ - "additionalProperties": false, - "properties": { - "cursor": { - "anyOf": [ - { - "maxLength": 128, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Cursor" - }, - "limit": { - "default": 5, - "maximum": 20, - "minimum": 1, - "title": "Limit", - "type": "integer" - }, - "namespace": { - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Namespace" - }, - "op": { - "const": "search", - "title": "Op", - "type": "string" - }, - "query": { - "minLength": 1, - "title": "Query", - "type": "string" - } - }, - "required": [ - "op", - "query" - ], - "title": "OperationSearchRequest", - "type": "object" -} - removed
Input schema / properties / request / discriminator / mapping / browseRemoved value: -"#/$defs/OperationBrowseRequest" - added
Input schema / properties / request / discriminator / mapping / matchAdded value: +"#/$defs/OperationMatchRequest" - removed
Input schema / properties / request / discriminator / mapping / searchRemoved value: -"#/$defs/OperationSearchRequest" - changed
Input schema / properties / request / oneOfPrevious value: -[ - { - "$ref": "#/$defs/OperationSearchRequest" - }, - { - "$ref": "#/$defs/OperationBrowseRequest" - }, - { - "$ref": "#/$defs/OperationInspectRequest" - } -]New value: +[ + { + "$ref": "#/$defs/OperationMatchRequest" + }, + { + "$ref": "#/$defs/OperationInspectRequest" + } +] - removed
Output schema / $defs / OperationBrowseCardRemoved value: -{ - "additionalProperties": false, - "description": "One compact operation card in deterministic catalog order.", - "properties": { - "description": { - "minLength": 1, - "title": "Description", - "type": "string" - }, - "operation_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Operation Id", - "type": "string" - }, - "tags": { - "default": [], - "items": { - "type": "string" - }, - "title": "Tags", - "type": "array" - }, - "title": { - "maxLength": 128, - "minLength": 1, - "title": "Title", - "type": "string" - } - }, - "required": [ - "operation_id", - "title", - "description" - ], - "title": "OperationBrowseCard", - "type": "object" -} - removed
Output schema / $defs / OperationBrowseResultRemoved value: -{ - "additionalProperties": false, - "properties": { - "catalog_resource": { - "const": "operation://catalog", - "default": "operation://catalog", - "title": "Catalog Resource", - "type": "string" - }, - "kind": { - "const": "browse", - "title": "Kind", - "type": "string" - }, - "namespace": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Namespace" - }, - "next_cursor": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Next Cursor" - }, - "operations": { - "items": { - "$ref": "#/$defs/OperationBrowseCard" - }, - "title": "Operations", - "type": "array" - }, - "total_operations": { - "title": "Total Operations", - "type": "integer" - } - }, - "required": [ - "kind", - "operations", - "total_operations" - ], - "title": "OperationBrowseResult", - "type": "object" -} - added
Output schema / $defs / OperationFindResultAdded value: +{ + "additionalProperties": false, + "properties": { + "catalog_resource": { + "const": "operation://catalog", + "default": "operation://catalog", + "title": "Catalog Resource", + "type": "string" + }, + "kind": { + "const": "matches", + "title": "Kind", + "type": "string" + }, + "matches": { + "items": { + "$ref": "#/$defs/OperationDiscoveryMatch" + }, + "title": "Matches", + "type": "array" + }, + "namespace": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Namespace" + }, + "need": { + "title": "Need", + "type": "string" + }, + "next_cursor": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Next Cursor" + }, + "total_matches": { + "title": "Total Matches", + "type": "integer" + } + }, + "required": [ + "kind", + "need", + "matches", + "total_matches" + ], + "title": "OperationFindResult", + "type": "object" +} - removed
Output schema / $defs / OperationSearchResultRemoved value: -{ - "additionalProperties": false, - "properties": { - "catalog_resource": { - "const": "operation://catalog", - "default": "operation://catalog", - "title": "Catalog Resource", - "type": "string" - }, - "kind": { - "const": "discovery", - "title": "Kind", - "type": "string" - }, - "matches": { - "items": { - "$ref": "#/$defs/OperationDiscoveryMatch" - }, - "title": "Matches", - "type": "array" - }, - "namespace": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Namespace" - }, - "next_cursor": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Next Cursor" - }, - "query": { - "title": "Query", - "type": "string" - }, - "total_matches": { - "title": "Total Matches", - "type": "integer" - } - }, - "required": [ - "kind", - "query", - "matches", - "total_matches" - ], - "title": "OperationSearchResult", - "type": "object" -} - removed
Output schema / discriminator / mapping / browseRemoved value: -"#/$defs/OperationBrowseResult" - removed
Output schema / discriminator / mapping / discoveryRemoved value: -"#/$defs/OperationSearchResult" - added
Output schema / discriminator / mapping / matchesAdded value: +"#/$defs/OperationFindResult" - changed
Output schema / oneOfPrevious value: -[ - { - "$ref": "#/$defs/OperationSearchResult" - }, - { - "$ref": "#/$defs/OperationBrowseResult" - }, - { - "$ref": "#/$defs/OperationInspectionResult" - }, - { - "$ref": "#/$defs/OperationDiscoveryError" - } -]New value: +[ + { + "$ref": "#/$defs/OperationFindResult" + }, + { + "$ref": "#/$defs/OperationInspectionResult" + }, + { + "$ref": "#/$defs/OperationDiscoveryError" + } +]
2 tool updates
v0.7.6- Changed
math.find32 fields changed- removed
Input schema / $defs / OperationBrowseRequest / properties / domainRemoved value: -{ - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Domain" -} - added
Input schema / $defs / OperationBrowseRequest / properties / namespaceAdded value: +{ + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Namespace" +} - removed
Input schema / $defs / OperationSearchRequest / properties / domainRemoved value: -{ - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Domain" -} - added
Input schema / $defs / OperationSearchRequest / properties / namespaceAdded value: +{ + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Namespace" +} - removed
Input schema / $defs / OperationSearchRequest / properties / query / maxLengthRemoved value: -512 - removed
Output schema / $defs / OperationBrowseCard / properties / description / maxLengthRemoved value: -512 - removed
Output schema / $defs / OperationBrowseResult / properties / discovery_versionRemoved value: -{ - "const": "1", - "title": "Discovery Version", - "type": "string" -} - removed
Output schema / $defs / OperationBrowseResult / properties / domainRemoved value: -{ - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Domain" -} - added
Output schema / $defs / OperationBrowseResult / properties / namespaceAdded value: +{ + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Namespace" +} - removed
Output schema / $defs / OperationBrowseResult / properties / operation_metadata_truncatedRemoved value: -{ - "default": false, - "title": "Operation Metadata Truncated", - "type": "boolean" -} - removed
Output schema / $defs / OperationBrowseResult / properties / response_byte_limitRemoved value: -{ - "title": "Response Byte Limit", - "type": "integer" -} - removed
Output schema / $defs / OperationBrowseResult / properties / truncatedRemoved value: -{ - "title": "Truncated", - "type": "boolean" -} - removed
Output schema / $defs / OperationBrowseResult / properties / truncation_reasonRemoved value: -{ - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Truncation Reason" -} - changed
Output schema / $defs / OperationBrowseResult / requiredPrevious value: -[ - "kind", - "discovery_version", - "operations", - "total_operations", - "truncated", - "response_byte_limit" -]New value: +[ + "kind", + "operations", + "total_operations" +] - removed
Output schema / $defs / OperationDescriptor / properties / description / maxLengthRemoved value: -512 - removed
Output schema / $defs / OperationDescriptor / properties / descriptor_versionRemoved value: -{ - "const": "1", - "default": "1", - "title": "Descriptor Version", - "type": "string" -} - added
Output schema / $defs / OperationDescriptor / properties / discovery_termsAdded value: +{ + "default": [], + "items": { + "type": "string" + }, + "maxItems": 8, + "title": "Discovery Terms", + "type": "array" +} - removed
Output schema / $defs / OperationDescriptor / properties / versionRemoved value: -{ - "maxLength": 64, - "minLength": 1, - "title": "Version", - "type": "string" -} - changed
Output schema / $defs / OperationDescriptor / requiredPrevious value: -[ - "operation_id", - "version", - "title", - "description", - "input_schema", - "output_schema" -]New value: +[ + "operation_id", + "title", + "description", + "input_schema", + "output_schema" +] - removed
Output schema / $defs / OperationDiscoveryMatch / properties / applicabilityRemoved value: -{ - "enum": [ - "INCOMPATIBLE", - "NEEDS_MORE_TYPED_REQUIREMENTS" - ], - "title": "Applicability", - "type": "string" -} - removed
Output schema / $defs / OperationDiscoveryMatch / properties / applicability_codeRemoved value: -{ - "const": "FULL_REQUEST_REQUIRED", - "title": "Applicability Code", - "type": "string" -} - removed
Output schema / $defs / OperationDiscoveryMatch / properties / description / maxLengthRemoved value: -512 - removed
Output schema / $defs / OperationDiscoveryMatch / properties / relevance_scoreRemoved value: -{ - "default": 0, - "minimum": 0, - "title": "Relevance Score", - "type": "integer" -} - changed
Output schema / $defs / OperationDiscoveryMatch / requiredPrevious value: -[ - "operation_id", - "title", - "description", - "applicability", - "applicability_code" -]New value: +[ + "operation_id", + "title", + "description" +] - removed
Output schema / $defs / OperationSearchResult / properties / discovery_versionRemoved value: -{ - "const": "1", - "title": "Discovery Version", - "type": "string" -} - removed
Output schema / $defs / OperationSearchResult / properties / domainRemoved value: -{ - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Domain" -} - removed
Output schema / $defs / OperationSearchResult / properties / match_metadata_truncatedRemoved value: -{ - "default": false, - "title": "Match Metadata Truncated", - "type": "boolean" -} - added
Output schema / $defs / OperationSearchResult / properties / namespaceAdded value: +{ + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Namespace" +} - removed
Output schema / $defs / OperationSearchResult / properties / response_byte_limitRemoved value: -{ - "title": "Response Byte Limit", - "type": "integer" -} - removed
Output schema / $defs / OperationSearchResult / properties / truncatedRemoved value: -{ - "title": "Truncated", - "type": "boolean" -} - removed
Output schema / $defs / OperationSearchResult / properties / truncation_reasonRemoved value: -{ - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Truncation Reason" -} - changed
Output schema / $defs / OperationSearchResult / requiredPrevious value: -[ - "kind", - "discovery_version", - "query", - "matches", - "total_matches", - "truncated", - "response_byte_limit" -]New value: +[ + "kind", + "query", + "matches", + "total_matches" +]
- Changed
math.run2 fields changed- removed
Output schema / properties / operation_versionRemoved value: -{ - "maxLength": 64, - "minLength": 1, - "title": "Operation Version", - "type": "string" -} - changed
Output schema / requiredPrevious value: -[ - "operation_id", - "operation_version", - "runtime_ms", - "output" -]New value: +[ + "operation_id", + "runtime_ms", + "output" +]
2 tool updates
v0.7.4- Changed
math.find66 fields changed- removed
Input schema / $defs / CapabilityInputKindRemoved value: -{ - "description": "Coarse input boundary used to prevent incompatible discovery routes.", - "enum": [ - "STRUCTURED_REQUEST", - "FORMAL_PROPOSITION", - "TYPED_ARTIFACT", - "NATURAL_LANGUAGE_PROOF" - ], - "title": "CapabilityInputKind", - "type": "string" -} - added
Input schema / $defs / OperationBrowseRequestAdded value: +{ + "additionalProperties": false, + "properties": { + "cursor": { + "anyOf": [ + { + "maxLength": 128, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Cursor" + }, + "domain": { + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Domain" + }, + "limit": { + "default": 20, + "maximum": 20, + "minimum": 1, + "title": "Limit", + "type": "integer" + }, + "op": { + "const": "browse", + "title": "Op", + "type": "string" + } + }, + "required": [ + "op" + ], + "title": "OperationBrowseRequest", + "type": "object" +} - added
Input schema / $defs / OperationInspectRequestAdded value: +{ + "additionalProperties": false, + "properties": { + "op": { + "const": "inspect", + "title": "Op", + "type": "string" + }, + "operation_id": { + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" + } + }, + "required": [ + "op", + "operation_id" + ], + "title": "OperationInspectRequest", + "type": "object" +} - added
Input schema / $defs / OperationSearchRequestAdded value: +{ + "additionalProperties": false, + "properties": { + "cursor": { + "anyOf": [ + { + "maxLength": 128, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Cursor" + }, + "domain": { + "anyOf": [ + { + "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Domain" + }, + "limit": { + "default": 5, + "maximum": 20, + "minimum": 1, + "title": "Limit", + "type": "integer" + }, + "op": { + "const": "search", + "title": "Op", + "type": "string" + }, + "query": { + "maxLength": 512, + "minLength": 1, + "title": "Query", + "type": "string" + } + }, + "required": [ + "op", + "query" + ], + "title": "OperationSearchRequest", + "type": "object" +} - removed
Input schema / additionalPropertiesRemoved value: -false - removed
Input schema / properties / artifact_typeRemoved value: -{ - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Exact schema_uri from the stored artifact manifest; requires TYPED_ARTIFACT.", - "title": "Artifact Type" -} - removed
Input schema / properties / capability_idRemoved value: -{ - "anyOf": [ - { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Exact installed ID; cannot be combined with discovery filters.", - "title": "Capability Id" -} - removed
Input schema / properties / cursorRemoved value: -{ - "anyOf": [ - { - "maxLength": 128, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Opaque continuation ID from next_cursor. Reuse the same query, domain, input kind, artifact type, and limit.", - "title": "Cursor" -} - removed
Input schema / properties / domainRemoved value: -{ - "anyOf": [ - { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Optional domain tag filter, such as universal_algebra, graph, polynomial, or lean.", - "title": "Domain" -} - removed
Input schema / properties / input_kindRemoved value: -{ - "anyOf": [ - { - "$ref": "#/$defs/CapabilityInputKind" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Input boundary used to reject incompatible routes." -} - removed
Input schema / properties / limitRemoved value: -{ - "anyOf": [ - { - "maximum": 20, - "minimum": 1, - "type": "integer" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Maximum compact discovery matches; defaults to 5. Lower values reduce returned model context without changing match order.", - "title": "Limit" -} - removed
Input schema / properties / queryRemoved value: -{ - "anyOf": [ - { - "maxLength": 512, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Plain-language mathematical outcome to find, such as computing an exact matrix determinant; no capability ID is required.", - "title": "Query" -} - added
Input schema / properties / requestAdded value: +{ + "discriminator": { + "mapping": { + "browse": "#/$defs/OperationBrowseRequest", + "inspect": "#/$defs/OperationInspectRequest", + "search": "#/$defs/OperationSearchRequest" + }, + "propertyName": "op" + }, + "oneOf": [ + { + "$ref": "#/$defs/OperationSearchRequest" + }, + { + "$ref": "#/$defs/OperationBrowseRequest" + }, + { + "$ref": "#/$defs/OperationInspectRequest" + } + ], + "title": "Request" +} - removed
Input schema / properties / viewRemoved value: -{ - "default": "SUMMARY", - "description": "Exact lookup only: SUMMARY judges fit; CONTRACT adds the validated input schema and invocation examples; FULL adds audit metadata. Omit for discovery.", - "enum": [ - "SUMMARY", - "CONTRACT", - "FULL" - ], - "title": "View", - "type": "string" -} - added
Input schema / requiredAdded value: +[ + "request" +] - changed
Input schema / titlePrevious value: -"capability_describeArguments"New value: +"math_findArguments" - removed
Output schema / $defs / CapabilityCatalogRelationshipRemoved value: -{ - "additionalProperties": false, - "description": "One typed navigation edge to another installed capability.", - "properties": { - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "kind": { - "$ref": "#/$defs/CapabilityCatalogRelationshipKind" - }, - "relationship": { - "maxLength": 256, - "minLength": 1, - "title": "Relationship", - "type": "string" - } - }, - "required": [ - "capability_id", - "kind", - "relationship" - ], - "title": "CapabilityCatalogRelationship", - "type": "object" -} - removed
Output schema / $defs / CapabilityCatalogRelationshipKindRemoved value: -{ - "description": "Factual installed-capability relationship exposed by the catalog.", - "enum": [ - "INDEPENDENT_VERIFIER", - "VERIFIABLE_RESULT_PRODUCER" - ], - "title": "CapabilityCatalogRelationshipKind", - "type": "string" -} - removed
Output schema / $defs / CapabilityDescriptorRemoved value: -{ - "additionalProperties": false, - "description": "One installed operation advertised by an operator-installed adapter.", - "properties": { - "accepted_artifact_types": { - "default": [], - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Accepted Artifact Types", - "type": "array" - }, - "accepted_input_kinds": { - "default": [ - "STRUCTURED_REQUEST" - ], - "items": { - "$ref": "#/$defs/CapabilityInputKind" - }, - "title": "Accepted Input Kinds", - "type": "array" - }, - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "description": { - "maxLength": 512, - "minLength": 1, - "title": "Description", - "type": "string" - }, - "descriptor_version": { - "const": "1", - "default": "1", - "title": "Descriptor Version", - "type": "string" - }, - "discovery_visible": { - "default": true, - "title": "Discovery Visible", - "type": "boolean" - }, - "input_schema": { - "additionalProperties": true, - "title": "Input Schema", - "type": "object" - }, - "invocation_examples": { - "default": [], - "items": { - "$ref": "#/$defs/CapabilityInvocationExample" - }, - "title": "Invocation Examples", - "type": "array" - }, - "output_schema": { - "additionalProperties": true, - "title": "Output Schema", - "type": "object" - }, - "produced_artifact_types": { - "default": [], - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Produced Artifact Types", - "type": "array" - }, - "provider": { - "maxLength": 128, - "minLength": 1, - "title": "Provider", - "type": "string" - }, - "provider_runtime": { - "anyOf": [ - { - "$ref": "#/$defs/CapabilityProviderRuntime" - }, - { - "type": "null" - } - ], - "default": null - }, - "read_only": { - "default": false, - "title": "Read Only", - "type": "boolean" - }, - "related_capabilities": { - "default": [], - "items": { - "$ref": "#/$defs/CapabilityCatalogRelationship" - }, - "title": "Related Capabilities", - "type": "array" - }, - "tags": { - "default": [], - "items": { - "type": "string" - }, - "title": "Tags", - "type": "array" - }, - "title": { - "maxLength": 128, - "minLength": 1, - "title": "Title", - "type": "string" - }, - "version": { - "maxLength": 64, - "minLength": 1, - "title": "Version", - "type": "string" - } - }, - "required": [ - "capability_id", - "version", - "title", - "description", - "provider", - "input_schema", - "output_schema" - ], - "title": "CapabilityDescriptor", - "type": "object" -} - removed
Output schema / $defs / CapabilityDiscoveryBrowseRecoveryPathRemoved value: -{ - "additionalProperties": false, - "description": "Expose the existing empty-query browse operation.", - "properties": { - "action": { - "const": "browse", - "title": "Action", - "type": "string" - }, - "arguments": { - "additionalProperties": true, - "maxProperties": 0, - "title": "Arguments", - "type": "object" - }, - "tool": { - "const": "math.find", - "default": "math.find", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "action" - ], - "title": "CapabilityDiscoveryBrowseRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / CapabilityDiscoveryInspectCatalogRecoveryPathRemoved value: -{ - "additionalProperties": false, - "description": "Expose the complete catalog resource as an alternative access path.", - "properties": { - "action": { - "const": "inspect_catalog", - "title": "Action", - "type": "string" - }, - "resource_uri": { - "const": "capability://catalog", - "default": "capability://catalog", - "title": "Resource Uri", - "type": "string" - } - }, - "required": [ - "action" - ], - "title": "CapabilityDiscoveryInspectCatalogRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / CapabilityDiscoveryReformulateQueryRecoveryPathRemoved value: -{ - "additionalProperties": false, - "description": "Offer a differently worded query without prescribing one.", - "properties": { - "action": { - "const": "reformulate_query", - "title": "Action", - "type": "string" - }, - "change": { - "const": "Use different or broader mathematical language for query.", - "default": "Use different or broader mathematical language for query.", - "title": "Change", - "type": "string" - }, - "tool": { - "const": "math.find", - "default": "math.find", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "action" - ], - "title": "CapabilityDiscoveryReformulateQueryRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / CapabilityDiscoveryRemoveFiltersRecoveryPathRemoved value: -{ - "additionalProperties": false, - "description": "Offer unfiltered discovery without ranking it above other choices.", - "properties": { - "action": { - "const": "remove_filters", - "title": "Action", - "type": "string" - }, - "change": { - "const": "Remove domain, input_kind, or artifact_type filters.", - "default": "Remove domain, input_kind, or artifact_type filters.", - "title": "Change", - "type": "string" - }, - "tool": { - "const": "math.find", - "default": "math.find", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "action" - ], - "title": "CapabilityDiscoveryRemoveFiltersRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / CapabilityDiscoveryRemoveUnknownDomainRecoveryPathRemoved value: -{ - "additionalProperties": false, - "description": "Expose the rejected domain filter as one removable constraint.", - "properties": { - "action": { - "const": "remove_unknown_domain_filter", - "title": "Action", - "type": "string" - }, - "change": { - "const": "Retry without the unrecognized domain filter.", - "default": "Retry without the unrecognized domain filter.", - "title": "Change", - "type": "string" - }, - "rejected_domain": { - "pattern": "^[A-Za-z][A-Za-z0-9_-]{0,127}$", - "title": "Rejected Domain", - "type": "string" - }, - "tool": { - "const": "math.find", - "default": "math.find", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "action", - "rejected_domain" - ], - "title": "CapabilityDiscoveryRemoveUnknownDomainRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / CapabilityInputKindRemoved value: -{ - "description": "Coarse input boundary used to prevent incompatible discovery routes.", - "enum": [ - "STRUCTURED_REQUEST", - "FORMAL_PROPOSITION", - "TYPED_ARTIFACT", - "NATURAL_LANGUAGE_PROOF" - ], - "title": "CapabilityInputKind", - "type": "string" -} - removed
Output schema / $defs / CapabilityInstallTierRemoved value: -{ - "description": "Operational cost and isolation required to install one provider.", - "enum": [ - "T0", - "T1", - "T2", - "T3" - ], - "title": "CapabilityInstallTier", - "type": "string" -} - removed
Output schema / $defs / CapabilityInvocationExampleRemoved value: -{ - "additionalProperties": false, - "description": "One operator-authored, schema-valid example.", - "properties": { - "description": { - "maxLength": 256, - "minLength": 1, - "title": "Description", - "type": "string" - }, - "input": { - "additionalProperties": true, - "title": "Input", - "type": "object" - }, - "name": { - "maxLength": 64, - "minLength": 1, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)*$", - "title": "Name", - "type": "string" - } - }, - "required": [ - "name", - "description", - "input" - ], - "title": "CapabilityInvocationExample", - "type": "object" -} - removed
Output schema / $defs / CapabilityProviderAvailabilityRemoved value: -{ - "description": "Whether this exact provider runtime is callable in the current process.", - "enum": [ - "AVAILABLE", - "UNAVAILABLE" - ], - "title": "CapabilityProviderAvailability", - "type": "string" -} - removed
Output schema / $defs / CapabilityProviderDigestKindRemoved value: -{ - "description": "What immutable provider material the runtime digest covers.", - "enum": [ - "SOURCE_TREE", - "PYTHON_DISTRIBUTION_RECORD", - "EXECUTABLE", - "COMPOSITE" - ], - "title": "CapabilityProviderDigestKind", - "type": "string" -} - removed
Output schema / $defs / CapabilityProviderRuntimeRemoved value: -{ - "additionalProperties": false, - "description": "Exact runtime identity and operator-facing availability metadata.", - "properties": { - "availability": { - "$ref": "#/$defs/CapabilityProviderAvailability" - }, - "checker_ids": { - "default": [], - "items": { - "pattern": "^checker://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Checker Ids", - "type": "array" - }, - "configuration": { - "additionalProperties": true, - "title": "Configuration", - "type": "object" - }, - "diagnostic": { - "anyOf": [ - { - "maxLength": 512, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Diagnostic" - }, - "digest": { - "anyOf": [ - { - "pattern": "^sha256:[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Digest" - }, - "digest_kind": { - "anyOf": [ - { - "$ref": "#/$defs/CapabilityProviderDigestKind" - }, - { - "type": "null" - } - ], - "default": null - }, - "distribution_import_name": { - "anyOf": [ - { - "maxLength": 256, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Distribution Import Name" - }, - "distribution_required_attributes": { - "default": [], - "items": { - "type": "string" - }, - "maxItems": 64, - "title": "Distribution Required Attributes", - "type": "array" - }, - "features": { - "default": [], - "items": { - "type": "string" - }, - "title": "Features", - "type": "array" - }, - "install_tier": { - "$ref": "#/$defs/CapabilityInstallTier" - }, - "license_files": { - "default": [], - "items": { - "type": "string" - }, - "title": "License Files", - "type": "array" - }, - "license_id": { - "maxLength": 128, - "minLength": 1, - "title": "License Id", - "type": "string" - }, - "platform": { - "maxLength": 128, - "minLength": 1, - "title": "Platform", - "type": "string" - }, - "provider": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z0-9]+(?:[._-][a-z0-9]+)*$", - "title": "Provider", - "type": "string" - }, - "runtime_version": { - "const": "1", - "default": "1", - "title": "Runtime Version", - "type": "string" - }, - "version": { - "anyOf": [ - { - "maxLength": 128, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Version" - } - }, - "required": [ - "provider", - "availability", - "platform", - "install_tier", - "license_id" - ], - "title": "CapabilityProviderRuntime", - "type": "object" -} - added
Output schema / $defs / OperationBrowseCardAdded value: +{ + "additionalProperties": false, + "description": "One compact operation card in deterministic catalog order.", + "properties": { + "description": { + "maxLength": 512, + "minLength": 1, + "title": "Description", + "type": "string" + }, + "operation_id": { + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" + }, + "tags": { + "default": [], + "items": { + "type": "string" + }, + "title": "Tags", + "type": "array" + }, + "title": { + "maxLength": 128, + "minLength": 1, + "title": "Title", + "type": "string" + } + }, + "required": [ + "operation_id", + "title", + "description" + ], + "title": "OperationBrowseCard", + "type": "object" +} - added
Output schema / $defs / OperationBrowseResultAdded value: +{ + "additionalProperties": false, + "properties": { + "catalog_resource": { + "const": "operation://catalog", + "default": "operation://catalog", + "title": "Catalog Resource", + "type": "string" + }, + "discovery_version": { + "const": "1", + "title": "Discovery Version", + "type": "string" + }, + "domain": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Domain" + }, + "kind": { + "const": "browse", + "title": "Kind", + "type": "string" + }, + "next_cursor": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Next Cursor" + }, + "operation_metadata_truncated": { + "default": false, + "title": "Operation Metadata Truncated", + "type": "boolean" + }, + "operations": { + "items": { + "$ref": "#/$defs/OperationBrowseCard" + }, + "title": "Operations", + "type": "array" + }, + "response_byte_limit": { + "title": "Response Byte Limit", + "type": "integer" + }, + "total_operations": { + "title": "Total Operations", + "type": "integer" + }, + "truncated": { + "title": "Truncated", + "type": "boolean" + }, + "truncation_reason": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Truncation Reason" + } + }, + "required": [ + "kind", + "discovery_version", + "operations", + "total_operations", + "truncated", + "response_byte_limit" + ], + "title": "OperationBrowseResult", + "type": "object" +} - added
Output schema / $defs / OperationDescriptorAdded value: +{ + "additionalProperties": false, + "description": "One installed operation advertised by the immutable catalog.", + "properties": { + "description": { + "maxLength": 512, + "minLength": 1, + "title": "Description", + "type": "string" + }, + "descriptor_version": { + "const": "1", + "default": "1", + "title": "Descriptor Version", + "type": "string" + }, + "examples": { + "default": [], + "items": { + "$ref": "#/$defs/OperationExample" + }, + "title": "Examples", + "type": "array" + }, + "input_schema": { + "additionalProperties": true, + "title": "Input Schema", + "type": "object" + }, + "operation_id": { + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" + }, + "output_schema": { + "additionalProperties": true, + "title": "Output Schema", + "type": "object" + }, + "read_only": { + "default": false, + "title": "Read Only", + "type": "boolean" + }, + "tags": { + "default": [], + "items": { + "type": "string" + }, + "title": "Tags", + "type": "array" + }, + "title": { + "maxLength": 128, + "minLength": 1, + "title": "Title", + "type": "string" + }, + "version": { + "maxLength": 64, + "minLength": 1, + "title": "Version", + "type": "string" + } + }, + "required": [ + "operation_id", + "version", + "title", + "description", + "input_schema", + "output_schema" + ], + "title": "OperationDescriptor", + "type": "object" +} - added
Output schema / $defs / OperationDiscoveryErrorAdded value: +{ + "additionalProperties": false, + "properties": { + "error": { + "$ref": "#/$defs/OperationDiscoveryErrorDetail" + }, + "kind": { + "const": "error", + "title": "Kind", + "type": "string" + } + }, + "required": [ + "kind", + "error" + ], + "title": "OperationDiscoveryError", + "type": "object" +} - added
Output schema / $defs / OperationDiscoveryErrorDetailAdded value: +{ + "additionalProperties": false, + "properties": { + "code": { + "enum": [ + "INVALID_CURSOR", + "UNKNOWN_OPERATION" + ], + "title": "Code", + "type": "string" + }, + "hint": { + "title": "Hint", + "type": "string" + }, + "message": { + "title": "Message", + "type": "string" + }, + "stage": { + "enum": [ + "operation_discovery", + "operation_resolution" + ], + "title": "Stage", + "type": "string" + } + }, + "required": [ + "code", + "stage", + "message", + "hint" + ], + "title": "OperationDiscoveryErrorDetail", + "type": "object" +} - added
Output schema / $defs / OperationDiscoveryMatchAdded value: +{ + "additionalProperties": false, + "description": "One compact installed outcome returned by operation discovery.", + "properties": { + "applicability": { + "enum": [ + "INCOMPATIBLE", + "NEEDS_MORE_TYPED_REQUIREMENTS" + ], + "title": "Applicability", + "type": "string" + }, + "applicability_code": { + "const": "FULL_REQUEST_REQUIRED", + "title": "Applicability Code", + "type": "string" + }, + "description": { + "maxLength": 512, + "minLength": 1, + "title": "Description", + "type": "string" + }, + "operation_id": { + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" + }, + "relevance_score": { + "default": 0, + "minimum": 0, + "title": "Relevance Score", + "type": "integer" + }, + "tags": { + "default": [], + "items": { + "type": "string" + }, + "title": "Tags", + "type": "array" + }, + "title": { + "maxLength": 128, + "minLength": 1, + "title": "Title", + "type": "string" + } + }, + "required": [ + "operation_id", + "title", + "description", + "applicability", + "applicability_code" + ], + "title": "OperationDiscoveryMatch", + "type": "object" +} - added
Output schema / $defs / OperationExampleAdded value: +{ + "additionalProperties": false, + "description": "One operator-authored, schema-valid example.", + "properties": { + "description": { + "maxLength": 256, + "minLength": 1, + "title": "Description", + "type": "string" + }, + "input": { + "additionalProperties": true, + "title": "Input", + "type": "object" + }, + "name": { + "maxLength": 64, + "minLength": 1, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)*$", + "title": "Name", + "type": "string" + } + }, + "required": [ + "name", + "description", + "input" + ], + "title": "OperationExample", + "type": "object" +} - added
Output schema / $defs / OperationInspectionResultAdded value: +{ + "additionalProperties": false, + "properties": { + "kind": { + "const": "operation", + "title": "Kind", + "type": "string" + }, + "operation": { + "$ref": "#/$defs/OperationDescriptor" + } + }, + "required": [ + "kind", + "operation" + ], + "title": "OperationInspectionResult", + "type": "object" +} - added
Output schema / $defs / OperationSearchResultAdded value: +{ + "additionalProperties": false, + "properties": { + "catalog_resource": { + "const": "operation://catalog", + "default": "operation://catalog", + "title": "Catalog Resource", + "type": "string" + }, + "discovery_version": { + "const": "1", + "title": "Discovery Version", + "type": "string" + }, + "domain": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Domain" + }, + "kind": { + "const": "discovery", + "title": "Kind", + "type": "string" + }, + "match_metadata_truncated": { + "default": false, + "title": "Match Metadata Truncated", + "type": "boolean" + }, + "matches": { + "items": { + "$ref": "#/$defs/OperationDiscoveryMatch" + }, + "title": "Matches", + "type": "array" + }, + "next_cursor": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Next Cursor" + }, + "query": { + "title": "Query", + "type": "string" + }, + "response_byte_limit": { + "title": "Response Byte Limit", + "type": "integer" + }, + "total_matches": { + "title": "Total Matches", + "type": "integer" + }, + "truncated": { + "title": "Truncated", + "type": "boolean" + }, + "truncation_reason": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "title": "Truncation Reason" + } + }, + "required": [ + "kind", + "discovery_version", + "query", + "matches", + "total_matches", + "truncated", + "response_byte_limit" + ], + "title": "OperationSearchResult", + "type": "object" +} - removed
Output schema / $defs / _CapabilityDescriptorProjectionRemoved value: -{ - "additionalProperties": false, - "description": "Typed SUMMARY/CONTRACT projection used only at the MCP boundary.", - "properties": { - "accepted_artifact_types": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Accepted Artifact Types", - "type": "array" - }, - "accepted_input_kinds": { - "items": { - "$ref": "#/$defs/CapabilityInputKind" - }, - "title": "Accepted Input Kinds", - "type": "array" - }, - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "description": { - "title": "Description", - "type": "string" - }, - "has_invocation_examples": { - "anyOf": [ - { - "type": "boolean" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Has Invocation Examples" - }, - "input_schema": { - "anyOf": [ - { - "additionalProperties": true, - "type": "object" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Input Schema" - }, - "input_schema_summary": { - "anyOf": [ - { - "$ref": "#/$defs/_SchemaSummary" - }, - { - "type": "null" - } - ], - "default": null - }, - "output_schema_summary": { - "$ref": "#/$defs/_SchemaSummary" - }, - "produced_artifact_types": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Produced Artifact Types", - "type": "array" - }, - "provider": { - "title": "Provider", - "type": "string" - }, - "provider_runtime": { - "anyOf": [ - { - "$ref": "#/$defs/_ProviderRuntimeProjection" - }, - { - "type": "null" - } - ] - }, - "tags": { - "anyOf": [ - { - "items": { - "type": "string" - }, - "type": "array" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Tags" - }, - "title": { - "title": "Title", - "type": "string" - }, - "version": { - "title": "Version", - "type": "string" - } - }, - "required": [ - "capability_id", - "version", - "title", - "description", - "provider", - "provider_runtime", - "accepted_input_kinds", - "accepted_artifact_types", - "produced_artifact_types", - "output_schema_summary" - ], - "title": "_CapabilityDescriptorProjection", - "type": "object" -} - removed
Output schema / $defs / _CapabilityDiscoveryErrorRemoved value: -{ - "additionalProperties": false, - "properties": { - "error": { - "$ref": "#/$defs/_CapabilityDiscoveryErrorDetail" - }, - "kind": { - "const": "error", - "title": "Kind", - "type": "string" - } - }, - "required": [ - "kind", - "error" - ], - "title": "_CapabilityDiscoveryError", - "type": "object" -} - removed
Output schema / $defs / _CapabilityDiscoveryErrorDetailRemoved value: -{ - "additionalProperties": false, - "properties": { - "available_recovery_paths": { - "default": [], - "items": { - "anyOf": [ - { - "$ref": "#/$defs/_CapabilitySearchRecoveryPath" - }, - { - "$ref": "#/$defs/CapabilityDiscoveryInspectCatalogRecoveryPath" - } - ] - }, - "title": "Available Recovery Paths", - "type": "array" - }, - "code": { - "enum": [ - "INVALID_CURSOR", - "UNKNOWN_CAPABILITY" - ], - "title": "Code", - "type": "string" - }, - "hint": { - "title": "Hint", - "type": "string" - }, - "message": { - "title": "Message", - "type": "string" - }, - "nearby_capability_ids": { - "default": [], - "items": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "type": "string" - }, - "title": "Nearby Capability Ids", - "type": "array" - }, - "stage": { - "enum": [ - "capability_discovery", - "capability_resolution" - ], - "title": "Stage", - "type": "string" - } - }, - "required": [ - "code", - "stage", - "message", - "hint" - ], - "title": "_CapabilityDiscoveryErrorDetail", - "type": "object" -} - removed
Output schema / $defs / _CapabilityDiscoveryOperationCardRemoved value: -{ - "additionalProperties": false, - "properties": { - "accepted_artifact_types": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Accepted Artifact Types", - "type": "array" - }, - "accepted_input_kinds": { - "items": { - "$ref": "#/$defs/CapabilityInputKind" - }, - "title": "Accepted Input Kinds", - "type": "array" - }, - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "description": { - "maxLength": 512, - "minLength": 1, - "title": "Description", - "type": "string" - }, - "has_invocation_examples": { - "default": false, - "title": "Has Invocation Examples", - "type": "boolean" - }, - "input_schema_summary": { - "anyOf": [ - { - "$ref": "#/$defs/_SchemaSummary" - }, - { - "type": "null" - } - ], - "default": null - }, - "invocation_example": { - "anyOf": [ - { - "$ref": "#/$defs/_DiscoveryInvocationExample" - }, - { - "type": "null" - } - ], - "default": null - }, - "lexical_fit": { - "default": "WEAK_LEXICAL_MATCH", - "enum": [ - "STRONG_CANDIDATE", - "WEAK_LEXICAL_MATCH" - ], - "title": "Lexical Fit", - "type": "string" - }, - "matched_on": { - "default": [], - "items": { - "type": "string" - }, - "title": "Matched On", - "type": "array" - }, - "matched_terms": { - "default": [], - "items": { - "type": "string" - }, - "title": "Matched Terms", - "type": "array" - }, - "output_schema_summary": { - "$ref": "#/$defs/_SchemaSummary" - }, - "produced_artifact_types": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Produced Artifact Types", - "type": "array" - }, - "provider_availability": { - "anyOf": [ - { - "$ref": "#/$defs/CapabilityProviderAvailability" - }, - { - "const": "UNKNOWN", - "type": "string" - } - ], - "title": "Provider Availability" - }, - "query_coverage_milli": { - "default": 0, - "maximum": 1000, - "minimum": 0, - "title": "Query Coverage Milli", - "type": "integer" - }, - "query_term_count": { - "default": 0, - "minimum": 0, - "title": "Query Term Count", - "type": "integer" - }, - "related_capabilities": { - "items": { - "$ref": "#/$defs/_RelatedCapability" - }, - "title": "Related Capabilities", - "type": "array" - }, - "relevance_score": { - "default": 0, - "minimum": 0, - "title": "Relevance Score", - "type": "integer" - }, - "scope": { - "const": "EXACT_SUPPLIED_INPUT_OR_CLAIM", - "title": "Scope", - "type": "string" - }, - "tags": { - "default": [], - "items": { - "type": "string" - }, - "title": "Tags", - "type": "array" - }, - "title": { - "maxLength": 128, - "minLength": 1, - "title": "Title", - "type": "string" - } - }, - "required": [ - "capability_id", - "title", - "description", - "accepted_input_kinds", - "accepted_artifact_types", - "produced_artifact_types", - "output_schema_summary", - "scope", - "provider_availability", - "related_capabilities" - ], - "title": "_CapabilityDiscoveryOperationCard", - "type": "object" -} - removed
Output schema / $defs / _CapabilityDiscoveryResultRemoved value: -{ - "additionalProperties": false, - "properties": { - "artifact_type": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Artifact Type" - }, - "available_domains": { - "items": { - "type": "string" - }, - "title": "Available Domains", - "type": "array" - }, - "available_domains_total": { - "title": "Available Domains Total", - "type": "integer" - }, - "available_domains_truncated": { - "title": "Available Domains Truncated", - "type": "boolean" - }, - "available_recovery_paths": { - "items": { - "discriminator": { - "mapping": { - "browse": "#/$defs/CapabilityDiscoveryBrowseRecoveryPath", - "inspect_catalog": "#/$defs/CapabilityDiscoveryInspectCatalogRecoveryPath", - "reformulate_query": "#/$defs/CapabilityDiscoveryReformulateQueryRecoveryPath", - "remove_filters": "#/$defs/CapabilityDiscoveryRemoveFiltersRecoveryPath", - "remove_unknown_domain_filter": "#/$defs/CapabilityDiscoveryRemoveUnknownDomainRecoveryPath" - }, - "propertyName": "action" - }, - "oneOf": [ - { - "$ref": "#/$defs/CapabilityDiscoveryReformulateQueryRecoveryPath" - }, - { - "$ref": "#/$defs/CapabilityDiscoveryRemoveUnknownDomainRecoveryPath" - }, - { - "$ref": "#/$defs/CapabilityDiscoveryRemoveFiltersRecoveryPath" - }, - { - "$ref": "#/$defs/CapabilityDiscoveryBrowseRecoveryPath" - }, - { - "$ref": "#/$defs/CapabilityDiscoveryInspectCatalogRecoveryPath" - } - ] - }, - "title": "Available Recovery Paths", - "type": "array" - }, - "catalog_digest": { - "title": "Catalog Digest", - "type": "string" - }, - "catalog_version": { - "title": "Catalog Version", - "type": "string" - }, - "discovery_version": { - "const": "1", - "title": "Discovery Version", - "type": "string" - }, - "domain": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Domain" - }, - "domain_filter_basis": { - "title": "Domain Filter Basis", - "type": "string" - }, - "domain_filter_status": { - "enum": [ - "UNFILTERED", - "MATCHED", - "UNKNOWN" - ], - "title": "Domain Filter Status", - "type": "string" - }, - "kind": { - "const": "discovery", - "title": "Kind", - "type": "string" - }, - "match_metadata_truncated": { - "title": "Match Metadata Truncated", - "type": "boolean" - }, - "matches": { - "items": { - "$ref": "#/$defs/_CapabilityDiscoveryOperationCard" - }, - "title": "Matches", - "type": "array" - }, - "next_cursor": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Next Cursor" - }, - "policy_digest": { - "title": "Policy Digest", - "type": "string" - }, - "policy_profile": { - "title": "Policy Profile", - "type": "string" - }, - "portfolio_fit": { - "enum": [ - "UNFILTERED", - "STRONG_CANDIDATES_FOUND", - "ONLY_WEAK_LEXICAL_MATCHES", - "NO_LEXICAL_MATCHES" - ], - "title": "Portfolio Fit", - "type": "string" - }, - "portfolio_fit_basis": { - "title": "Portfolio Fit Basis", - "type": "string" - }, - "query": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Query" - }, - "recovery_paths_are_unranked": { - "title": "Recovery Paths Are Unranked", - "type": "boolean" - }, - "related_capabilities_truncated": { - "title": "Related Capabilities Truncated", - "type": "boolean" - }, - "resolved_input_kind": { - "anyOf": [ - { - "$ref": "#/$defs/CapabilityInputKind" - }, - { - "type": "null" - } - ], - "default": null - }, - "response_byte_limit": { - "title": "Response Byte Limit", - "type": "integer" - }, - "routing_basis": { - "title": "Routing Basis", - "type": "string" - }, - "routing_status": { - "enum": [ - "UNFILTERED", - "ROUTES_FOUND", - "NO_ROUTE" - ], - "title": "Routing Status", - "type": "string" - }, - "total_matches": { - "title": "Total Matches", - "type": "integer" - }, - "truncated": { - "title": "Truncated", - "type": "boolean" - }, - "truncation_reason": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Truncation Reason" - } - }, - "required": [ - "policy_profile", - "policy_digest", - "kind", - "catalog_version", - "catalog_digest", - "discovery_version", - "domain_filter_status", - "domain_filter_basis", - "routing_status", - "routing_basis", - "matches", - "total_matches", - "truncated", - "available_domains", - "portfolio_fit", - "portfolio_fit_basis", - "available_recovery_paths", - "recovery_paths_are_unranked", - "response_byte_limit", - "available_domains_total", - "available_domains_truncated", - "related_capabilities_truncated", - "match_metadata_truncated" - ], - "title": "_CapabilityDiscoveryResult", - "type": "object" -} - removed
Output schema / $defs / _CapabilityInspectionResultRemoved value: -{ - "additionalProperties": false, - "properties": { - "cache": { - "anyOf": [ - { - "$ref": "#/$defs/_LeanCacheDescription" - }, - { - "type": "null" - } - ], - "default": null - }, - "capability": { - "anyOf": [ - { - "$ref": "#/$defs/_CapabilityDescriptorProjection" - }, - { - "$ref": "#/$defs/CapabilityDescriptor" - } - ], - "title": "Capability" - }, - "invocations": { - "anyOf": [ - { - "items": { - "$ref": "#/$defs/_CapabilityInvocation" - }, - "type": "array" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Invocations" - }, - "kind": { - "const": "capability", - "title": "Kind", - "type": "string" - }, - "next_views": { - "anyOf": [ - { - "$ref": "#/$defs/_NextCapabilityViews" - }, - { - "type": "null" - } - ], - "default": null - }, - "policy_digest": { - "title": "Policy Digest", - "type": "string" - }, - "policy_profile": { - "title": "Policy Profile", - "type": "string" - }, - "related_capabilities": { - "anyOf": [ - { - "items": { - "$ref": "#/$defs/_RelatedCapability" - }, - "type": "array" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Related Capabilities" - }, - "related_capabilities_byte_limit": { - "title": "Related Capabilities Byte Limit", - "type": "integer" - }, - "related_capabilities_truncated": { - "title": "Related Capabilities Truncated", - "type": "boolean" - }, - "scope_rule": { - "$ref": "#/$defs/_CapabilityScopeRule" - }, - "synchronous_execution": { - "anyOf": [ - { - "$ref": "#/$defs/_SynchronousExecution" - }, - { - "type": "null" - } - ], - "default": null - }, - "truncation_reason": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Truncation Reason" - }, - "view": { - "enum": [ - "SUMMARY", - "CONTRACT", - "FULL" - ], - "title": "View", - "type": "string" - } - }, - "required": [ - "policy_profile", - "policy_digest", - "kind", - "view", - "capability", - "scope_rule", - "related_capabilities_byte_limit", - "related_capabilities_truncated" - ], - "title": "_CapabilityInspectionResult", - "type": "object" -} - removed
Output schema / $defs / _CapabilityInvocationRemoved value: -{ - "additionalProperties": false, - "properties": { - "arguments": { - "$ref": "#/$defs/_CapabilityInvocationArguments" - }, - "description": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Description" - }, - "name": { - "title": "Name", - "type": "string" - }, - "tool": { - "const": "math.run", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "name", - "tool", - "arguments" - ], - "title": "_CapabilityInvocation", - "type": "object" -} - removed
Output schema / $defs / _CapabilityInvocationArgumentsRemoved value: -{ - "additionalProperties": false, - "properties": { - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "payload": { - "additionalProperties": true, - "title": "Payload", - "type": "object" - } - }, - "required": [ - "capability_id", - "payload" - ], - "title": "_CapabilityInvocationArguments", - "type": "object" -} - removed
Output schema / $defs / _CapabilityScopeRuleRemoved value: -{ - "additionalProperties": false, - "properties": { - "bounded_repetition": { - "title": "Bounded Repetition", - "type": "string" - }, - "conclusion_scope": { - "const": "Only the exact supplied input or claim is covered.", - "title": "Conclusion Scope", - "type": "string" - } - }, - "required": [ - "conclusion_scope", - "bounded_repetition" - ], - "title": "_CapabilityScopeRule", - "type": "object" -} - removed
Output schema / $defs / _CapabilitySearchArgumentsRemoved value: -{ - "additionalProperties": false, - "properties": { - "limit": { - "const": 5, - "default": 5, - "title": "Limit", - "type": "integer" - }, - "query": { - "title": "Query", - "type": "string" - } - }, - "required": [ - "query" - ], - "title": "_CapabilitySearchArguments", - "type": "object" -} - removed
Output schema / $defs / _CapabilitySearchRecoveryPathRemoved value: -{ - "additionalProperties": false, - "properties": { - "action": { - "const": "search", - "title": "Action", - "type": "string" - }, - "arguments": { - "$ref": "#/$defs/_CapabilitySearchArguments" - }, - "tool": { - "const": "math.find", - "default": "math.find", - "title": "Tool", - "type": "string" - } - }, - "required": [ - "action", - "arguments" - ], - "title": "_CapabilitySearchRecoveryPath", - "type": "object" -} - removed
Output schema / $defs / _DiscoveryInvocationExampleRemoved value: -{ - "additionalProperties": false, - "properties": { - "payload": { - "additionalProperties": true, - "title": "Payload", - "type": "object" - } - }, - "required": [ - "payload" - ], - "title": "_DiscoveryInvocationExample", - "type": "object" -} - removed
Output schema / $defs / _LeanCacheDescriptionRemoved value: -{ - "additionalProperties": false, - "properties": { - "key": { - "title": "Key", - "type": "string" - }, - "mathlib_warmup": { - "$ref": "#/$defs/_LeanWarmupHealth" - }, - "max_entries": { - "title": "Max Entries", - "type": "integer" - }, - "warmup_environment_variable": { - "const": "JACOBIAN_LEAN_WARMUP=1", - "title": "Warmup Environment Variable", - "type": "string" - } - }, - "required": [ - "key", - "max_entries", - "warmup_environment_variable", - "mathlib_warmup" - ], - "title": "_LeanCacheDescription", - "type": "object" -} - removed
Output schema / $defs / _LeanWarmupHealthRemoved value: -{ - "additionalProperties": false, - "properties": { - "detail": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Detail" - }, - "status": { - "title": "Status", - "type": "string" - } - }, - "required": [ - "status", - "detail" - ], - "title": "_LeanWarmupHealth", - "type": "object" -} - removed
Output schema / $defs / _NextCapabilityViewsRemoved value: -{ - "additionalProperties": false, - "properties": { - "CONTRACT": { - "title": "Contract", - "type": "string" - }, - "FULL": { - "title": "Full", - "type": "string" - } - }, - "required": [ - "CONTRACT", - "FULL" - ], - "title": "_NextCapabilityViews", - "type": "object" -} - removed
Output schema / $defs / _ProviderRuntimeProjectionRemoved value: -{ - "additionalProperties": false, - "properties": { - "availability": { - "$ref": "#/$defs/CapabilityProviderAvailability" - }, - "checker_ids": { - "default": [], - "items": { - "pattern": "^checker://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Checker Ids", - "type": "array" - }, - "diagnostic": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Diagnostic" - }, - "digest": { - "anyOf": [ - { - "pattern": "^sha256:[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Digest" - }, - "version": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Version" - } - }, - "required": [ - "availability" - ], - "title": "_ProviderRuntimeProjection", - "type": "object" -} - removed
Output schema / $defs / _RelatedCapabilityRemoved value: -{ - "additionalProperties": false, - "properties": { - "capability_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" - }, - "kind": { - "anyOf": [ - { - "$ref": "#/$defs/CapabilityCatalogRelationshipKind" - }, - { - "type": "null" - } - ], - "default": null - }, - "relationship": { - "title": "Relationship", - "type": "string" - } - }, - "required": [ - "capability_id", - "relationship" - ], - "title": "_RelatedCapability", - "type": "object" -} - removed
Output schema / $defs / _SchemaSummaryRemoved value: -{ - "additionalProperties": false, - "description": "Bounded facts extracted from a capability JSON Schema.", - "properties": { - "$ref": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "$Ref" - }, - "any_of_variants": { - "anyOf": [ - { - "type": "integer" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Any Of Variants" - }, - "one_of_variants": { - "anyOf": [ - { - "type": "integer" - }, - { - "type": "null" - } - ], - "default": null, - "title": "One Of Variants" - }, - "property_names": { - "items": { - "type": "string" - }, - "title": "Property Names", - "type": "array" - }, - "required": { - "items": { - "type": "string" - }, - "title": "Required", - "type": "array" - }, - "type": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Type" - } - }, - "required": [ - "type", - "required", - "property_names" - ], - "title": "_SchemaSummary", - "type": "object" -} - removed
Output schema / $defs / _SynchronousExecutionRemoved value: -{ - "additionalProperties": false, - "properties": { - "backend_suitability": { - "title": "Backend Suitability", - "type": "string" - }, - "larger_search_requires_multiple_bounded_invocations": { - "title": "Larger Search Requires Multiple Bounded Invocations", - "type": "boolean" - }, - "remote_safe_wall_seconds_max": { - "title": "Remote Safe Wall Seconds Max", - "type": "integer" - }, - "timeout_is_a_non_conclusion": { - "title": "Timeout Is A Non Conclusion", - "type": "boolean" - } - }, - "required": [ - "remote_safe_wall_seconds_max", - "timeout_is_a_non_conclusion", - "larger_search_requires_multiple_bounded_invocations", - "backend_suitability" - ], - "title": "_SynchronousExecution", - "type": "object" -} - changed
Output schema / descriptionPrevious value: -"Closed, discriminated structured output for math.find."New value: +"Closed discriminated output returned directly through MCP SDK 2.0." - added
Output schema / discriminator / mapping / browseAdded value: +"#/$defs/OperationBrowseResult" - removed
Output schema / discriminator / mapping / capabilityRemoved value: -"#/$defs/_CapabilityInspectionResult" - changed
Output schema / discriminator / mapping / discoveryPrevious value: -"#/$defs/_CapabilityDiscoveryResult"New value: +"#/$defs/OperationSearchResult" - changed
Output schema / discriminator / mapping / errorPrevious value: -"#/$defs/_CapabilityDiscoveryError"New value: +"#/$defs/OperationDiscoveryError" - added
Output schema / discriminator / mapping / operationAdded value: +"#/$defs/OperationInspectionResult" - changed
Output schema / oneOfPrevious value: -[ - { - "$ref": "#/$defs/_CapabilityDiscoveryResult" - }, - { - "$ref": "#/$defs/_CapabilityInspectionResult" - }, - { - "$ref": "#/$defs/_CapabilityDiscoveryError" - } -]New value: +[ + { + "$ref": "#/$defs/OperationSearchResult" + }, + { + "$ref": "#/$defs/OperationBrowseResult" + }, + { + "$ref": "#/$defs/OperationInspectionResult" + }, + { + "$ref": "#/$defs/OperationDiscoveryError" + } +] - changed
Output schema / titlePrevious value: -"CapabilityDiscoveryResponse"New value: +"OperationFindResponse"
- Changed
math.run25 fields changed- removed
Input schema / additionalPropertiesRemoved value: -false - removed
Input schema / properties / capability_idRemoved value: -{ - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" -} - added
Input schema / properties / operation_idAdded value: +{ + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" +} - changed
Input schema / requiredPrevious value: -[ - "capability_id", - "payload" -]New value: +[ + "operation_id", + "payload" +] - changed
Input schema / titlePrevious value: -"capability_invokeArguments"New value: +"math_runArguments" - removed
Output schema / $defsRemoved value: -{ - "CapabilityAssurance": { - "additionalProperties": false, - "properties": { - "basis": { - "maxLength": 1024, - "minLength": 1, - "title": "Basis", - "type": "string" - }, - "level": { - "$ref": "#/$defs/CapabilityAssuranceLevel" - }, - "verification_record_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Verification Record Uri" - } - }, - "required": [ - "level", - "basis" - ], - "title": "CapabilityAssurance", - "type": "object" - }, - "CapabilityAssuranceLevel": { - "description": "Coarse model-facing assurance without hiding the detailed result record.", - "enum": [ - "HEURISTIC", - "COMPUTED", - "VERIFIED" - ], - "title": "CapabilityAssuranceLevel", - "type": "string" - }, - "CapabilityCompleteness": { - "additionalProperties": false, - "description": "Coverage claim over the result's exact declared scope.", - "properties": { - "assurance_level": { - "$ref": "#/$defs/CapabilityAssuranceLevel", - "default": "HEURISTIC" - }, - "basis": { - "maxLength": 1024, - "minLength": 1, - "title": "Basis", - "type": "string" - }, - "status": { - "$ref": "#/$defs/CapabilityCompletenessStatus", - "default": "NOT_APPLICABLE" - }, - "verification_record_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Verification Record Uri" - } - }, - "required": [ - "basis" - ], - "title": "CapabilityCompleteness", - "type": "object" - }, - "CapabilityCompletenessStatus": { - "description": "How much of the explicitly declared scope an operation covered.", - "enum": [ - "NOT_APPLICABLE", - "UNKNOWN", - "PARTIAL", - "COMPLETE" - ], - "title": "CapabilityCompletenessStatus", - "type": "string" - }, - "CapabilityDiagnostic": { - "additionalProperties": false, - "description": "Actionable, stage-aware failure information without a truth claim.", - "properties": { - "actual_type": { - "anyOf": [ - { - "maxLength": 128, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Actual Type" - }, - "code": { - "pattern": "^[A-Z][A-Z0-9_]{2,63}$", - "title": "Code", - "type": "string" - }, - "details": { - "additionalProperties": true, - "title": "Details", - "type": "object" - }, - "expected": { - "anyOf": [ - { - "maxLength": 1024, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Expected" - }, - "hint": { - "anyOf": [ - { - "maxLength": 1024, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Hint" - }, - "message": { - "maxLength": 1024, - "minLength": 1, - "title": "Message", - "type": "string" - }, - "path": { - "anyOf": [ - { - "maxLength": 512, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Path" - }, - "schema_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Schema Uri" - }, - "stage": { - "pattern": "^[a-z][a-z0-9_]{1,63}$", - "title": "Stage", - "type": "string" - } - }, - "required": [ - "code", - "stage", - "message" - ], - "title": "CapabilityDiagnostic", - "type": "object" - }, - "CapabilityObligation": { - "additionalProperties": false, - "description": "One materialized proof obligation and its checker-backed lifecycle.", - "properties": { - "obligation_uri": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "title": "Obligation Uri", - "type": "string" - }, - "status": { - "$ref": "#/$defs/CapabilityObligationStatus", - "default": "OPEN" - }, - "verification_record_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Verification Record Uri" - } - }, - "required": [ - "obligation_uri" - ], - "title": "CapabilityObligation", - "type": "object" - }, - "CapabilityObligationStatus": { - "description": "Lifecycle of a proof obligation created by a capability.", - "enum": [ - "OPEN", - "DISCHARGED" - ], - "title": "CapabilityObligationStatus", - "type": "string" - }, - "CapabilityRelationship": { - "additionalProperties": false, - "description": "A domain-owned relationship between exact immutable artifacts.", - "properties": { - "obligation_uris": { - "default": [], - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Obligation Uris", - "type": "array" - }, - "relation_id": { - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Relation Id", - "type": "string" - }, - "source_artifact_uris": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Source Artifact Uris", - "type": "array" - }, - "status": { - "$ref": "#/$defs/CapabilityRelationshipStatus", - "default": "PROPOSED" - }, - "target_artifact_uris": { - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Target Artifact Uris", - "type": "array" - }, - "verification_record_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Verification Record Uri" - } - }, - "required": [ - "relation_id", - "source_artifact_uris", - "target_artifact_uris" - ], - "title": "CapabilityRelationship", - "type": "object" - }, - "CapabilityRelationshipStatus": { - "description": "Whether a returned mathematical relationship has checker backing.", - "enum": [ - "PROPOSED", - "VERIFIED" - ], - "title": "CapabilityRelationshipStatus", - "type": "string" - }, - "CapabilityScope": { - "additionalProperties": false, - "description": "Domain-owned scope parameters, optionally materialized as an artifact.", - "properties": { - "artifact_uri": { - "anyOf": [ - { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Artifact Uri" - }, - "description": { - "anyOf": [ - { - "maxLength": 512, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Description" - }, - "parameters": { - "additionalProperties": true, - "title": "Parameters", - "type": "object" - } - }, - "title": "CapabilityScope", - "type": "object" - }, - "Execution": { - "additionalProperties": false, - "properties": { - "detail": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Detail" - }, - "runtime_ms": { - "anyOf": [ - { - "minimum": 0, - "type": "integer" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Runtime Ms" - }, - "status": { - "$ref": "#/$defs/ExecutionStatus" - } - }, - "required": [ - "status" - ], - "title": "Execution", - "type": "object" - }, - "ExecutionStatus": { - "description": "Operational completion state, independent of mathematical truth.", - "enum": [ - "COMPLETED", - "TIMEOUT", - "CANCELLED", - "ERROR" - ], - "title": "ExecutionStatus", - "type": "string" - } -} - changed
Output schema / descriptionPrevious value: -"Capability invocation result."New value: +"The final transport envelope around one direct mathematical result." - removed
Output schema / properties / artifact_urisRemoved value: -{ - "default": [], - "items": { - "pattern": "^artifact://sha256/[0-9a-f]{64}$", - "type": "string" - }, - "title": "Artifact Uris", - "type": "array" -} - removed
Output schema / properties / assuranceRemoved value: -{ - "$ref": "#/$defs/CapabilityAssurance" -} - removed
Output schema / properties / capability_idRemoved value: -{ - "maxLength": 128, - "minLength": 3, - "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", - "title": "Capability Id", - "type": "string" -} - removed
Output schema / properties / capability_versionRemoved value: -{ - "maxLength": 64, - "minLength": 1, - "title": "Capability Version", - "type": "string" -} - removed
Output schema / properties / completenessRemoved value: -{ - "$ref": "#/$defs/CapabilityCompleteness" -} - removed
Output schema / properties / diagnosticsRemoved value: -{ - "default": [], - "items": { - "$ref": "#/$defs/CapabilityDiagnostic" - }, - "title": "Diagnostics", - "type": "array" -} - removed
Output schema / properties / executionRemoved value: -{ - "$ref": "#/$defs/Execution" -} - removed
Output schema / properties / obligationsRemoved value: -{ - "default": [], - "items": { - "$ref": "#/$defs/CapabilityObligation" - }, - "title": "Obligations", - "type": "array" -} - added
Output schema / properties / operation_idAdded value: +{ + "maxLength": 128, + "minLength": 3, + "pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)+$", + "title": "Operation Id", + "type": "string" +} - added
Output schema / properties / operation_versionAdded value: +{ + "maxLength": 64, + "minLength": 1, + "title": "Operation Version", + "type": "string" +} - removed
Output schema / properties / providerRemoved value: -{ - "anyOf": [ - { - "maxLength": 128, - "minLength": 1, - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Provider" -} - removed
Output schema / properties / provider_digestRemoved value: -{ - "anyOf": [ - { - "pattern": "^sha256:[0-9a-f]{64}$", - "type": "string" - }, - { - "type": "null" - } - ], - "default": null, - "title": "Provider Digest" -} - removed
Output schema / properties / relationshipsRemoved value: -{ - "default": [], - "items": { - "$ref": "#/$defs/CapabilityRelationship" - }, - "title": "Relationships", - "type": "array" -} - removed
Output schema / properties / response_versionRemoved value: -{ - "const": "2", - "default": "2", - "title": "Response Version", - "type": "string" -} - added
Output schema / properties / runtime_msAdded value: +{ + "minimum": 0, + "title": "Runtime Ms", + "type": "integer" +} - removed
Output schema / properties / scopeRemoved value: -{ - "anyOf": [ - { - "$ref": "#/$defs/CapabilityScope" - }, - { - "type": "null" - } - ], - "default": null -} - changed
Output schema / requiredPrevious value: -[ - "capability_id", - "capability_version", - "execution", - "assurance" -]New value: +[ + "operation_id", + "operation_version", + "runtime_ms", + "output" +] - changed
Output schema / titlePrevious value: -"CapabilityResult"New value: +"OperationResult"
2 tool updates
v0.7.3- Changed
math.find21 fields changed- removed
Input schema / $defs / CapabilityModeRemoved value: -{ - "description": "The low-friction exploration and explicit verification lanes.", - "enum": [ - "EXPLORE", - "VERIFY" - ], - "title": "CapabilityMode", - "type": "string" -} - changed
Input schema / properties / cursor / descriptionPrevious value: -"Opaque continuation ID from next_cursor. Reuse the same query, domain, mode, input kind, artifact type, and limit."New value: +"Opaque continuation ID from next_cursor. Reuse the same query, domain, input kind, artifact type, and limit." - removed
Input schema / properties / modeRemoved value: -{ - "anyOf": [ - { - "$ref": "#/$defs/CapabilityMode" - }, - { - "type": "null" - } - ], - "default": null, - "description": "Optional EXPLORE or VERIFY capability filter." -} - removed
Output schema / $defs / CapabilityDescriptor / properties / modesRemoved value: -{ - "items": { - "$ref": "#/$defs/CapabilityMode" - }, - "title": "Modes", - "type": "array" -} - changed
Output schema / $defs / CapabilityDescriptor / requiredPrevious value: -[ - "capability_id", - "version", - "title", - "description", - "provider", - "modes", - "input_schema", - "output_schema" -]New value: +[ + "capability_id", + "version", + "title", + "description", + "provider", + "input_schema", + "output_schema" +] - changed
Output schema / $defs / CapabilityDiscoveryRemoveFiltersRecoveryPath / properties / change / constPrevious value: -"Remove domain, mode, input_kind, or artifact_type filters."New value: +"Remove domain, input_kind, or artifact_type filters." - changed
Output schema / $defs / CapabilityDiscoveryRemoveFiltersRecoveryPath / properties / change / defaultPrevious value: -"Remove domain, mode, input_kind, or artifact_type filters."New value: +"Remove domain, input_kind, or artifact_type filters." - changed
Output schema / $defs / CapabilityInvocationExample / descriptionPrevious value: -"One operator-authored, schema-valid example for an advertised mode."New value: +"One operator-authored, schema-valid example." - removed
Output schema / $defs / CapabilityInvocationExample / properties / modeRemoved value: -{ - "$ref": "#/$defs/CapabilityMode" -} - changed
Output schema / $defs / CapabilityInvocationExample / requiredPrevious value: -[ - "name", - "description", - "mode", - "input" -]New value: +[ + "name", + "description", + "input" +] - removed
Output schema / $defs / CapabilityModeRemoved value: -{ - "description": "The low-friction exploration and explicit verification lanes.", - "enum": [ - "EXPLORE", - "VERIFY" - ], - "title": "CapabilityMode", - "type": "string" -} - removed
Output schema / $defs / _CapabilityDescriptorProjection / properties / modesRemoved value: -{ - "items": { - "$ref": "#/$defs/CapabilityMode" - }, - "title": "Modes", - "type": "array" -} - changed
Output schema / $defs / _CapabilityDescriptorProjection / requiredPrevious value: -[ - "capability_id", - "version", - "title", - "description", - "provider", - "provider_runtime", - "modes", - "accepted_input_kinds", - "accepted_artifact_types", - "produced_artifact_types", - "output_schema_summary" -]New value: +[ + "capability_id", + "version", + "title", + "description", + "provider", + "provider_runtime", + "accepted_input_kinds", + "accepted_artifact_types", + "produced_artifact_types", + "output_schema_summary" +] - removed
Output schema / $defs / _CapabilityDiscoveryOperationCard / properties / assurance_ceilingRemoved value: -{ - "enum": [ - "COMPUTED", - "VERIFIED" - ], - "title": "Assurance Ceiling", - "type": "string" -} - removed
Output schema / $defs / _CapabilityDiscoveryOperationCard / properties / modesRemoved value: -{ - "items": { - "$ref": "#/$defs/CapabilityMode" - }, - "title": "Modes", - "type": "array" -} - changed
Output schema / $defs / _CapabilityDiscoveryOperationCard / requiredPrevious value: -[ - "capability_id", - "title", - "description", - "modes", - "accepted_input_kinds", - "accepted_artifact_types", - "produced_artifact_types", - "output_schema_summary", - "scope", - "assurance_ceiling", - "provider_availability", - "related_capabilities" -]New value: +[ + "capability_id", + "title", + "description", + "accepted_input_kinds", + "accepted_artifact_types", + "produced_artifact_types", + "output_schema_summary", + "scope", + "provider_availability", + "related_capabilities" +] - removed
Output schema / $defs / _CapabilityDiscoveryResult / properties / modeRemoved value: -{ - "anyOf": [ - { - "$ref": "#/$defs/CapabilityMode" - }, - { - "type": "null" - } - ], - "default": null -} - removed
Output schema / $defs / _CapabilityInvocationArguments / properties / modeRemoved value: -{ - "$ref": "#/$defs/CapabilityMode" -} - changed
Output schema / $defs / _CapabilityInvocationArguments / requiredPrevious value: -[ - "capability_id", - "mode", - "payload" -]New value: +[ + "capability_id", + "payload" +] - removed
Output schema / $defs / _DiscoveryInvocationExample / properties / modeRemoved value: -{ - "$ref": "#/$defs/CapabilityMode" -} - changed
Output schema / $defs / _DiscoveryInvocationExample / requiredPrevious value: -[ - "mode", - "payload" -]New value: +[ + "payload" +]
- Changed
math.run5 fields changed- removed
Input schema / $defsRemoved value: -{ - "CapabilityMode": { - "description": "The low-friction exploration and explicit verification lanes.", - "enum": [ - "EXPLORE", - "VERIFY" - ], - "title": "CapabilityMode", - "type": "string" - } -} - removed
Input schema / properties / modeRemoved value: -{ - "$ref": "#/$defs/CapabilityMode", - "default": "EXPLORE" -} - removed
Output schema / $defs / CapabilityModeRemoved value: -{ - "description": "The low-friction exploration and explicit verification lanes.", - "enum": [ - "EXPLORE", - "VERIFY" - ], - "title": "CapabilityMode", - "type": "string" -} - removed
Output schema / properties / modeRemoved value: -{ - "$ref": "#/$defs/CapabilityMode" -} - changed
Output schema / requiredPrevious value: -[ - "capability_id", - "capability_version", - "mode", - "execution", - "assurance" -]New value: +[ + "capability_id", + "capability_version", + "execution", + "assurance" +]
4 tool updates
v0.7.2- Removed
capability.describe - Removed
capability.invoke - Added
math.find - Added
math.run
4 tool updates
v0.7.1- Changed
capability.invoke1 field changed- removed
Input schema / properties / viewRemoved value: -{ - "default": "STANDARD", - "enum": [ - "SUMMARY", - "STANDARD", - "FULL" - ], - "title": "View", - "type": "string" -}
- Removed
workspace.open - Removed
workspace.query - Removed
workspace.write
5 tool updates
v0.7.0- First observed
capability.describe - First observed
capability.invoke - First observed
workspace.open - First observed
workspace.query - First observed
workspace.write
TDQS
A4.8/5.0
Scored across 2 tools
Disambiguation5/5
math.find is clearly for discovery and inspection of operations, while math.run is clearly for executing a chosen operation. Their purposes do not overlap and the descriptions consistently direct users to inspect before running.
Naming Consistency5/5
Both tools follow the same math.<verb> pattern with lowercase snake_case verbs. The naming is predictable and consistent across the set.
Tool Count4/5
Two tools are sufficient for a dispatcher-style math catalog: one to find/inspect operations and one to run them. It is slightly below the typical 3-15 range, but the minimal surface is justified by the server's purpose.
Completeness4/5
The set covers the core lifecycle: search, inspect schemas/examples, and execute an operation by ID. Minor gaps exist for batch execution, composition, or direct catalog listing, but these are workable through repeated calls.
Maintenance
ActivityActive
ResponsivenessResponsive
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