{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vk5wd6d5f7ay","handle":"contexture-mcp","url":"https://wellknown.network/agents/contexture-mcp","links":{"self":"https://wellknown.network/agents/contexture-mcp/record.json","html":"https://wellknown.network/agents/contexture-mcp","markdown":"https://wellknown.network/agents/contexture-mcp/record.md","api":"https://wellknown.network/api/v1/agents/contexture-mcp","status":"https://wellknown.network/api/v1/agents/contexture-mcp/status","claim":"https://wellknown.network/agents/contexture-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/contexture-mcp/claim.json","badge":"https://wellknown.network/agents/contexture-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/contexture-mcp/history","tools":"https://wellknown.network/api/v1/agents/contexture-mcp/tools"},"ard":{"identifier":"urn:air::server:contexture-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"contexture-mcp","summary":"A Controller framework for agent and human Views: declare once, then publish through MCP and explicit REST routes","description":"# Contexture\n\n[简体中文](README.zh-CN.md) · [Handbook](docs/handbook.md) · [Specification](spec/README.md) · [Changelog](CHANGELOG.md)\n\nImplementations: Python (this repository) ·\n[TypeScript](https://github.com/CarterShi01/contexture-mcp-typescript) ·\n[Go](https://github.com/CarterShi01/contexture-mcp-go)\n\nContexture is a Python framework for exposing a large application capability\ngraph to agents without placing every tool and instruction in the model's\ncontext at once. You declare Roles, Skills, and Tools; Contexture compiles an\nimmutable graph and serves a small, fixed MCP gateway that discloses only the\nbranch an agent chooses.\n\nThe same application runtime can back explicit REST routes for human\ninterfaces. Contexture is a Controller layer: it does not contain an agent\nloop, call a model, or replace your business services.\n\n- Python 3.11–3.14\n- MCP stdio and Streamable HTTP\n- Typed and marked with `py.typed`\n- Apache-2.0\n- Stable 1.0 public API governed by Semantic Versioning\n\n## Install\n\nWith [uv](https://docs.astral.sh/uv/):\n\n```bash\nuv tool install contexture-mcp\ncontexture --version\n```\n\nOr add it to a Python project:\n\n```bash\nuv add contexture-mcp\n# or: python -m pip install contexture-mcp\n```\n\nTo pin this release, request `contexture-mcp==1.0.0`.\n\n## Five-minute application\n\n```bash\ncontexture new hello-context\ncd hello-context\nuv sync\nuv run contexture check\n```\n\nThe authoring model is deliberately small:\n\n```python\nfrom contexture import Contexture, Role, Skill, Tool\n\nclass CheckStatus(Tool):\n    def __init__(self) -> None:\n        super().__init__(\n            name=\"check-status\",\n            description=\"Return the status of one service.\",\n            read_only=True,\n        )\n\n    async def invoke(self, service: str) -> dict[str, str]:\n        return {\"service\": service, \"status\": \"ready\"}\n\nclass Diagnose(Skill):\n    def __init__(self) -> None:\n        super().__init__(\n            name=\"diagnose\",\n            description=\"Diagnose an unhealthy service…","publisher":{"name":"Contexture","url":null},"homepage":"https://github.com/CarterShi01/contexture-mcp/blob/master/docs/handbook.md","repository":"https://github.com/CarterShi01/contexture-mcp/blob/master/CHANGELOG.md","version":"1.0.0","license":null,"protocols":["mcp"],"tags":["agent","context","controller","mcp","rest","asgi","llm","claude-code","codex"],"pricing":null,"endpoints":[{"url":"pypi:contexture-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":0.825,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"contexture-mcp","registry":"pypi","observedAt":"2026-09-12T08:20:41.969Z","publishedAt":"2026-09-11T16:17:25.467741Z","latestVersion":"1.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"contexture-mcp","url":"https://pypi.org/project/contexture-mcp/","firstSeenAt":"2026-09-12T08:20:23.764Z","fetchedAt":"2026-09-12T08:20:23.764Z","normalizedAt":"2026-09-12T08:20:23.764Z"}]},"firstSeenAt":"2026-09-12T08:20:23.764Z","updatedAt":"2026-09-12T08:20:41.969Z"}