{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hbumxw8t6zmx","handle":"remembril-mcp","url":"https://wellknown.network/agents/remembril-mcp","links":{"self":"https://wellknown.network/agents/remembril-mcp/record.json","html":"https://wellknown.network/agents/remembril-mcp","markdown":"https://wellknown.network/agents/remembril-mcp/record.md","api":"https://wellknown.network/api/v1/agents/remembril-mcp","status":"https://wellknown.network/api/v1/agents/remembril-mcp/status","claim":"https://wellknown.network/agents/remembril-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/remembril-mcp/claim.json","badge":"https://wellknown.network/agents/remembril-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/remembril-mcp/history","tools":"https://wellknown.network/api/v1/agents/remembril-mcp/tools"},"ard":{"identifier":"urn:air::server:remembril-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"remembril-mcp","summary":"MCP server for Remembril - change impact tracking, ripple effects, Graphify bridge, and autonomous coding loop","description":"# Remembril MCP Server\n\nMCP (Model Context Protocol) server for [Remembril](https://www.remembril.com) — change impact tracking, autonomous coding loops, Graphify knowledge-graph bridge, and documentation automation for AI coding assistants.\n\n**57 tools** across 9 categories, exposed over stdio and streamable HTTP. Three output tiers: MCP Apps widgets (Claude Desktop / ChatGPT), A2UI declarative JSON (Google Gemini), and plain-text markdown (Claude Code CLI and any MCP host).\n\n## What is Remembril?\n\nRemembril tracks changes through your entire documentation hierarchy: Requirements, PRFAQ, HLD, LLD, Tests, Compliance, and Runbooks. When something changes, ripple effects propagate automatically. The autonomous coding loop can then implement those changes via Claude Code with an AI review committee as quality gate. The Graphify bridge overlays code-level symbols from [safishamsi/graphify](https://github.com/safishamsi/graphify) into the same knowledge graph, so requirements and actual code live in one connected graph.\n\n## Installation\n\n```bash\npip install remembril-mcp\n\n# Optional: include the HTTP transport for Claude Desktop / ChatGPT / Gemini\npip install 'remembril-mcp[http]'\n```\n\n## Quick Start\n\n### 1. Setup for Claude Code\n\nRun the setup script (if you have the repo):\n```bash\ncd mcp-server\n./setup-claude-code.sh\n```\n\nOr configure manually in `~/.claude/settings.json`:\n```json\n{\n  \"mcpServers\": {\n    \"remembril\": {\n      \"command\": \"remembril-mcp\",\n      \"args\": [\"serve\"],\n      \"env\": {\n        \"REMEMBRIL_URL\": \"http://localhost:7070\",\n        \"REMEMBRIL_TOKEN\": \"your-token-here\"\n      }\n    }\n  }\n}\n```\n\n### 2. Authenticate\n\n```bash\nremembril-mcp login --url http://localhost:7070\n```\n\n### 3. Create a project and configure it\n\nFrom Claude Code, just say:\n\n> \"Create a Remembril project for this repo and set up the coding loop\"\n\nThe AI will call `remembril_project_create` and `remembril_project_configure` with your repo path, test command, etc.\n\nOr via CLI:\n```bash\n…","publisher":null,"homepage":"https://www.remembril.com/api-docs/mcp-tools.html","repository":"https://github.com/remembril/remembril-mcp/blob/main/CHANGELOG.md","version":"0.2.1","license":null,"protocols":["mcp"],"tags":["ai","change-tracking","impact-analysis","mcp","remembril"],"pricing":null,"endpoints":[{"url":"pypi:remembril-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":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":0.836,"provenance":"derived"}],"categories":["knowledge"],"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":"remembril-mcp","registry":"pypi","observedAt":"2026-10-28T21:26:25.793Z","publishedAt":"2026-04-18T15:00:30.053519Z","latestVersion":"0.2.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"remembril-mcp","url":"https://pypi.org/project/remembril-mcp/","firstSeenAt":"2026-09-10T11:26:42.018Z","fetchedAt":"2026-10-28T21:24:50.061Z","normalizedAt":"2026-10-28T21:24:50.061Z"}]},"firstSeenAt":"2026-09-10T11:26:42.018Z","updatedAt":"2026-10-28T21:26:25.793Z"}