{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_yjqnawcbxf32","handle":"mcp-server-rabel","url":"https://wellknown.network/agents/mcp-server-rabel","links":{"self":"https://wellknown.network/agents/mcp-server-rabel/record.json","html":"https://wellknown.network/agents/mcp-server-rabel","markdown":"https://wellknown.network/agents/mcp-server-rabel/record.md","api":"https://wellknown.network/api/v1/agents/mcp-server-rabel","status":"https://wellknown.network/api/v1/agents/mcp-server-rabel/status","claim":"https://wellknown.network/agents/mcp-server-rabel/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-server-rabel/claim.json","badge":"https://wellknown.network/agents/mcp-server-rabel/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-server-rabel/history","tools":"https://wellknown.network/api/v1/agents/mcp-server-rabel/tools"},"ard":{"identifier":"urn:air::server:mcp-server-rabel","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-server-rabel","summary":"RABEL - Recidive Active Brain Environment Layer. Local-first AI memory with semantic search, graph relations, and soft pipelines. Now with Remote Mode for cross-machine AI communication!","description":"# 🧠 RABEL MCP Server\n\n**Recidive Active Brain Environment Layer**\n\n> Local-first AI memory with semantic search, graph relations, and soft pipelines.\n> Mem0 inspired, HumoticaOS evolved.\n\nBy **Jasper & Root AI** from [HumoticaOS](https://humotica.com) 💙\n\n---\n\n## 🚀 Quick Start\n\n```bash\n# Install\npip install mcp-server-rabel\n\n# For full features (vector search)\npip install mcp-server-rabel[full]\n\n# Add to Claude CLI\nclaude mcp add rabel -- python -m mcp_server_rabel\n\n# Verify\nclaude mcp list\n# rabel: ✓ Connected\n```\n\n---\n\n## 🤔 What is RABEL?\n\nRABEL gives AI assistants **persistent memory** that works **100% locally**.\n\n```\nBefore RABEL:\n  AI: \"Who is Storm?\" → \"I don't know, you haven't told me\"\n\nAfter RABEL:\n  You: \"Remember: Storm is Jasper's 7-year-old son\"\n  AI: *saves to RABEL*\n\n  Later...\n  You: \"Who is Storm?\"\n  AI: *searches RABEL* → \"Storm is Jasper's 7-year-old son!\"\n```\n\n**No cloud. No API keys. No data leaving your machine.**\n\n---\n\n## 🛠️ Available Tools\n\n| Tool | Description |\n|------|-------------|\n| `rabel_hello` | Test if RABEL is working |\n| `rabel_add_memory` | Add a memory (fact, experience, knowledge) |\n| `rabel_search` | Semantic search through memories |\n| `rabel_add_relation` | Add graph relation (A --rel--> B) |\n| `rabel_get_relations` | Query the knowledge graph |\n| `rabel_get_guidance` | Get soft pipeline hints (EN/NL) |\n| `rabel_next_step` | What should I do next? |\n| `rabel_stats` | Memory statistics |\n\n---\n\n## 📖 Examples\n\n### Adding Memories\n\n```python\n# Remember facts\nrabel_add_memory(content=\"Jasper is the founder of HumoticaOS\", scope=\"user\")\nrabel_add_memory(content=\"TIBET handles trust and provenance\", scope=\"team\")\nrabel_add_memory(content=\"Always validate input before processing\", scope=\"agent\")\n```\n\n### Searching Memories\n\n```python\n# Semantic search - ask questions naturally\nrabel_search(query=\"Who founded HumoticaOS?\")\n# → Returns: \"Jasper is the founder of HumoticaOS\"\n\nrabel_search(query=\"What handles trust?\")\n# → Returns:…","publisher":null,"homepage":"https://github.com/jaspertvdm/mcp-server-rabel#readme","repository":"https://github.com/jaspertvdm/mcp-server-rabel#readme","version":"0.3.2","license":null,"protocols":["mcp"],"tags":["ai","humotica","knowledge-graph","local-first","mcp","memory","rabel","semantic-search"],"pricing":null,"endpoints":[{"url":"pypi:mcp-server-rabel","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":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"derived"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"declared"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"declared"}],"categories":["data","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":"mcp-server-rabel","registry":"pypi","observedAt":"2026-10-28T13:25:00.127Z","publishedAt":"2025-12-31T10:30:07.106827Z","latestVersion":"0.3.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-server-rabel","url":"https://pypi.org/project/mcp-server-rabel/","firstSeenAt":"2026-09-10T04:22:11.806Z","fetchedAt":"2026-10-28T13:24:29.053Z","normalizedAt":"2026-10-28T13:24:29.053Z"}]},"firstSeenAt":"2026-09-10T04:22:11.806Z","updatedAt":"2026-10-28T13:25:00.128Z"}