{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9kfvuzehqrky","handle":"muninn-mcp","url":"https://wellknown.network/agents/muninn-mcp","links":{"self":"https://wellknown.network/agents/muninn-mcp/record.json","html":"https://wellknown.network/agents/muninn-mcp","markdown":"https://wellknown.network/agents/muninn-mcp/record.md","api":"https://wellknown.network/api/v1/agents/muninn-mcp","status":"https://wellknown.network/api/v1/agents/muninn-mcp/status","claim":"https://wellknown.network/agents/muninn-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/muninn-mcp/claim.json","badge":"https://wellknown.network/agents/muninn-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/muninn-mcp/history","tools":"https://wellknown.network/api/v1/agents/muninn-mcp/tools"},"ard":{"identifier":"urn:air::server:muninn-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"muninn-mcp","summary":"Cross-tool project memory for solo builders. Odin's raven remembers.","description":"# Muninn\n\n[![PyPI version](https://badge.fury.io/py/muninn-mcp.svg)](https://pypi.org/project/muninn-mcp/)\n[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\n> *\"Odin feared losing Muninn more than Huginn — losing memory is worse than losing thought.\"*\n\n**Cross-tool project memory for AI assistants.** Muninn (MOO-nin) is an MCP server that gives Claude, ChatGPT, Cursor, and other AI tools shared, persistent, project-structured memory.\n\n## The Problem\n\nEvery tool switch = context reset. Every session = re-explanation from scratch.\n\n- 2 hours brainstorming in Claude Desktop → switch to Claude Code → blank slate\n- Research in ChatGPT → switch to Cursor → copy-paste everything\n- Come back tomorrow → \"this project is X, tech stack is Y, we're at Z...\" again\n\n## How Muninn Solves It\n\n```\nSave in Claude Desktop    →  \"Save this to ouri-app\"\nSwitch to Claude Code     →  muninn_recall(\"ouri-app\") → full context loaded\nResearch in ChatGPT       →  \"Save findings to ouri-app\"\nCome back next week       →  Everything remembered\n```\n\nZero copy-paste. Zero re-explanation. Works across any MCP-compatible tool.\n\n## Quick Start\n\n### Install\n\n```bash\n# From PyPI (recommended)\npip install muninn-mcp            # basic (stdio only)\npip install muninn-mcp[http]      # with HTTP transport\npip install muninn-mcp[all]       # everything\n\n# From source (development)\ngit clone https://github.com/ilwonyoon/muninn.git\ncd muninn\npip install -e \".[dev]\"\n```\n\n### Connect to Claude Desktop\n\nAdd to `~/Library/Application Support/Claude/claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"muninn\": {\n      \"command\": \"/path/to/muninn/.venv/bin/python\",\n      \"args\": [\"-m\", \"muninn.server\"]\n    }\n  }\n}\n```\n\nRestart Claude Desktop. Start saving memories.\n\n### Connect to Claude Code\n\n```bash\nclaude mcp add muninn -- /path/to/muninn/.…","publisher":{"name":"Ilwon Yoon","url":null},"homepage":"https://github.com/ilwonyoon/muninn","repository":"https://github.com/ilwonyoon/muninn","version":"0.2.0","license":"MIT","protocols":["mcp"],"tags":["ai","context","llm","mcp","memory"],"pricing":null,"endpoints":[{"url":"pypi:muninn-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"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":"muninn-mcp","registry":"pypi","observedAt":"2026-11-03T19:31:08.478Z","publishedAt":"2026-02-24T21:38:39.846183Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"muninn-mcp","url":"https://pypi.org/project/muninn-mcp/","firstSeenAt":"2026-09-10T07:20:41.694Z","fetchedAt":"2026-11-03T19:30:09.643Z","normalizedAt":"2026-11-03T19:30:09.643Z"}]},"firstSeenAt":"2026-09-10T07:20:41.694Z","updatedAt":"2026-11-03T19:31:08.478Z"}