{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_g6rj9qxsy6ah","handle":"briefmark-mcp","url":"https://wellknown.network/agents/briefmark-mcp","links":{"self":"https://wellknown.network/agents/briefmark-mcp/record.json","html":"https://wellknown.network/agents/briefmark-mcp","markdown":"https://wellknown.network/agents/briefmark-mcp/record.md","api":"https://wellknown.network/api/v1/agents/briefmark-mcp","status":"https://wellknown.network/api/v1/agents/briefmark-mcp/status","claim":"https://wellknown.network/agents/briefmark-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/briefmark-mcp/claim.json","badge":"https://wellknown.network/agents/briefmark-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:briefmark-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"briefmark-mcp","summary":"Universal MCP server for project documentation with smart classification","description":"<p align=\"center\">\n  <img src=\"assets/logo.png\" width=\"64\" height=\"64\" alt=\"BriefMark logo\">\n</p>\n\n<h1 align=\"center\">BriefMark</h1>\n\n<p align=\"center\">\n  <strong>Universal MCP server for project documentation</strong><br>\n  Human reads the same docs as LLM. LLM reads and updates them via MCP tools.\n</p>\n\n<p align=\"center\">\n  <a href=\"https://pypi.org/project/briefmark-mcp/\">\n    <img src=\"https://img.shields.io/pypi/v/briefmark-mcp.svg\" alt=\"PyPI\">\n  </a>\n  <a href=\"https://github.com/VladYankovenko/BriefMark/blob/main/LICENSE\">\n    <img src=\"https://img.shields.io/badge/license-MIT-blue.svg\" alt=\"License\">\n  </a>\n  <img src=\"https://img.shields.io/badge/python-3.10+-blue.svg\" alt=\"Python\">\n  <img src=\"https://img.shields.io/badge/mcp-1.0+-green.svg\" alt=\"MCP\">\n</p>\n\n---\n\n## Install\n\n```bash\npip install briefmark-mcp\n```\n\nOr with pipx (recommended for CLI tools):\n\n```bash\npipx install briefmark-mcp\n```\n\nOr clone and install in development mode:\n\n```bash\ngit clone https://github.com/VladYankovenko/BriefMark.git\ncd BriefMark\npip install -e \".[dev]\"\n```\n\n## Quick Start\n\n```bash\n# Go to your project\ncd ~/projects/my-app\n\n# Initialize documentation structure\nbriefmark init\n\n# Start the MCP server\nbriefmark serve\n```\n\n## Features\n\n- **Single Source of Truth** — one `Docs/` folder for humans and AI\n- **Bidirectional** — LLM can read AND write documentation via MCP tools\n- **Universal** — works with any MCP-compatible agent (Cursor, Claude, Cline, Kimi)\n- **Lightweight** — no external DB, no ML models, everything in project files\n- **Auto-Discovery** — scans structure without config\n- **Frontmatter-native** — documents declare their own metadata\n- **Section-level precision** — read, edit, or delete one section without touching the rest\n- **Token-first** — every tool returns `estimated_tokens`; agent sees operation cost\n- **Contextual search** — search results include excerpts around the match + document outline\n\n## Project Structure\n\n```\nmy-project/\n├── .briefmark/\n│   ├─…","publisher":null,"homepage":"https://github.com/VladYankovenko/BriefMark#readme","repository":"https://github.com/VladYankovenko/BriefMark#readme","version":"1.0.1","license":null,"protocols":["mcp"],"tags":["ai","classification","claude","cursor","documentation","llm","mcp"],"pricing":null,"endpoints":[{"url":"pypi:briefmark-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"}},"derived":{"capabilities":[{"slug":"code.documentation","name":"Code Documentation","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["code","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":"briefmark-mcp","registry":"pypi","observedAt":"2026-09-09T10:32:35.269Z","publishedAt":"2026-06-29T13:48:25.149191Z","latestVersion":"1.0.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"briefmark-mcp","url":"https://pypi.org/project/briefmark-mcp/","firstSeenAt":"2026-09-09T10:27:51.596Z","fetchedAt":"2026-09-09T10:27:51.596Z","normalizedAt":"2026-09-09T10:27:51.596Z"}]},"firstSeenAt":"2026-09-09T10:27:51.596Z","updatedAt":"2026-09-09T10:32:35.269Z"}