{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cus5xhpggrjz","handle":"visor-mcp","url":"https://wellknown.network/agents/visor-mcp","links":{"self":"https://wellknown.network/agents/visor-mcp/record.json","html":"https://wellknown.network/agents/visor-mcp","markdown":"https://wellknown.network/agents/visor-mcp/record.md","api":"https://wellknown.network/api/v1/agents/visor-mcp","status":"https://wellknown.network/api/v1/agents/visor-mcp/status","claim":"https://wellknown.network/agents/visor-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/visor-mcp/claim.json","badge":"https://wellknown.network/agents/visor-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:visor-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"visor-mcp","summary":"Skill-Orchestrated Context Intelligence Engine for AI coding agents","description":"<div align=\"center\">\n  <img src=\"./docs/assets/icon.png\" alt=\"V.I.S.O.R. Logo\" width=\"120\"/>\n  <h1>V.I.S.O.R.</h1>\n</div>\n\n> **Your AI coding assistant wastes time reading the wrong files. V.I.S.O.R. fixes that.**\n\n[![CI](https://github.com/dibun75/visor/actions/workflows/ci.yml/badge.svg)](https://github.com/dibun75/visor/actions/workflows/ci.yml) [![PyPI](https://img.shields.io/pypi/v/visor-mcp)](https://pypi.org/project/visor-mcp/) [![Open VSX](https://img.shields.io/open-vsx/v/dibun75/visor-hud)](https://open-vsx.org/extension/dibun75/visor-hud) [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE) [![Python](https://img.shields.io/badge/python-3.10+-blue)](pyproject.toml)\n\n**Visual Intelligence System for Orchestrated Reasoning**\n\nV.I.S.O.R. is a **smart helper for your AI coding assistant**. It reads your code, understands how files are connected, and gives your AI exactly the right context — so it spends less time searching and more time solving.\n\nIt works with **Antigravity, VS Code, Cursor, Claude Code, and Windsurf**.\n\n<div align=\"center\">\n  <img src=\"./docs/assets/hud_overview.png\" alt=\"V.I.S.O.R HUD — 3D codebase visualization in your IDE\" width=\"800\"/>\n</div>\n\n<div align=\"center\">\n  <h3>🎬 See it in action</h3>\n</div>\n\n<div align=\"center\">\n  <img src=\"https://github.com/dibun75/visor/raw/main/docs/assets/demo.gif\" alt=\"V.I.S.O.R HUD in action\" width=\"800\"/>\n</div>\n\n---\n\n## 💬 What Can You Do With It?\n\nJust talk to your AI agent like normal. V.I.S.O.R. works behind the scenes to find the right code automatically.\n\n### Find a bug\n> \"Find the code related to the login crash\"\n\nWithout V.I.S.O.R., your AI reads 20+ files blindly. With V.I.S.O.R., it gets the 3–5 most relevant files instantly.\n\n### Understand your code\n> \"Explain how authentication works in this project\"\n\nV.I.S.O.R. traces the full auth flow across files — showing your AI exactly which functions call which, and in what order.\n\n### Refactor safely\n> \"What files would …","publisher":{"name":"Arunav Mandal","url":null},"homepage":"https://github.com/dibun75/visor/tree/main/docs","repository":"https://github.com/dibun75/visor/issues","version":"1.1.1","license":null,"protocols":["mcp"],"tags":["mcp","context","ai","coding-agent","tree-sitter","embeddings","ast"],"pricing":null,"endpoints":[{"url":"pypi:visor-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":"code.generation","name":"Code Generation","confidence":1,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"},{"slug":"security.identity","name":"Identity & Access","confidence":0.825,"provenance":"derived"}],"categories":["code","data","security"],"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":"visor-mcp","registry":"pypi","observedAt":"2026-09-10T15:25:14.121Z","publishedAt":"2026-04-20T21:54:33.993346Z","latestVersion":"1.1.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"visor-mcp","url":"https://pypi.org/project/visor-mcp/","firstSeenAt":"2026-09-10T15:23:43.140Z","fetchedAt":"2026-09-10T15:23:43.140Z","normalizedAt":"2026-09-10T15:23:43.140Z"}]},"firstSeenAt":"2026-09-10T15:23:43.140Z","updatedAt":"2026-09-10T15:25:14.121Z"}