{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_bepk3hnmbare","handle":"mnemo-brain-mcp","url":"https://wellknown.network/agents/mnemo-brain-mcp","links":{"self":"https://wellknown.network/agents/mnemo-brain-mcp/record.json","html":"https://wellknown.network/agents/mnemo-brain-mcp","markdown":"https://wellknown.network/agents/mnemo-brain-mcp/record.md","api":"https://wellknown.network/api/v1/agents/mnemo-brain-mcp","status":"https://wellknown.network/api/v1/agents/mnemo-brain-mcp/status","claim":"https://wellknown.network/agents/mnemo-brain-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mnemo-brain-mcp/claim.json","badge":"https://wellknown.network/agents/mnemo-brain-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mnemo-brain-mcp/history","tools":"https://wellknown.network/api/v1/agents/mnemo-brain-mcp/tools"},"ard":{"identifier":"urn:air::server:mnemo-brain-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mnemo-brain-mcp","summary":"MCP bridge for the Mnemo second brain — query your LightRAG-backed knowledge graph from Claude Code, Cursor, Cline, and other MCP-compatible AI tools.","description":"# mnemo-brain-mcp\n\nMCP (Model Context Protocol) bridge to query your [Mnemo](https://github.com/komrxn/Khusayinbek_brain) second brain from **Claude Code**, **Cursor**, **Cline**, **Windsurf**, and any MCP-compatible AI tool.\n\n## What is this?\n\nThis is a friendly fork of [`desimpkins/daniel-lightrag-mcp`](https://github.com/desimpkins/daniel-lightrag-mcp). The protocol logic is identical; the package is renamed for one reason: a clean PyPI install for [Mnemo](https://github.com/komrxn/Khusayinbek_brain) users.\n\nIf you're using a standalone LightRAG server (not Mnemo), the upstream package works fine — and you'll get upstream's updates faster.\n\n## Install\n\n```bash\npip install mnemo-brain-mcp\n```\n\nAfter install the `mnemo-brain-mcp` command is on your `PATH`.\n\n## Configure\n\nPoint the bridge at your local LightRAG-API server (Mnemo runs it at `127.0.0.1:9621` by default):\n\n### Claude Code\n\nEdit `~/.claude/claude_mcp_config.json` (or run `claude mcp add`):\n\n```json\n{\n  \"mcpServers\": {\n    \"mnemo-brain\": {\n      \"command\": \"mnemo-brain-mcp\",\n      \"env\": {\n        \"LIGHTRAG_BASE_URL\": \"http://localhost:9621\",\n        \"LIGHTRAG_API_KEY\": \"<paste contents of secrets/lightrag_api_key.txt>\"\n      }\n    }\n  }\n}\n```\n\nRestart Claude Code. Try:\n\n> *\"What does my brain know about my current projects?\"*\n\n### Cursor\n\n`Settings → MCP → Add new MCP server`. Same JSON shape as above.\n\n### Cline / Windsurf\n\nSee their docs for the `mcpServers` config location — the JSON shape is the same.\n\n## What this gives you\n\n22 tools over MCP, including:\n\n| Tool | Purpose |\n| --- | --- |\n| `query_text` / `query_text_stream` | Hybrid semantic + graph search |\n| `get_knowledge_graph` | Subgraph around a label |\n| `get_graph_labels` | All entity labels |\n| `check_entity_exists` | Quick existence probe |\n| `get_documents` | List indexed sources |\n| `get_health` | Server health |\n| `insert_text` / `update_entity` / `delete_document` / ... | Write operations (be careful — see below) |\n\nFor the full tool…","publisher":null,"homepage":"https://github.com/komrxn/Khusayinbek_brain","repository":"https://github.com/komrxn/Khusayinbek_brain","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["mcp","lightrag","knowledge-graph","mnemo","second-brain","claude"],"pricing":null,"endpoints":[{"url":"pypi:mnemo-brain-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["dev","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":"mnemo-brain-mcp","registry":"pypi","observedAt":"2026-10-28T16:27:13.129Z","publishedAt":"2026-05-08T12:25:36.844745Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mnemo-brain-mcp","url":"https://pypi.org/project/mnemo-brain-mcp/","firstSeenAt":"2026-09-10T06:23:27.328Z","fetchedAt":"2026-10-28T16:25:03.114Z","normalizedAt":"2026-10-28T16:25:03.114Z"}]},"firstSeenAt":"2026-09-10T06:23:27.328Z","updatedAt":"2026-10-28T16:27:13.129Z"}