{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_xpnm8992w67c","handle":"universal-memory-mcp","url":"https://wellknown.network/agents/universal-memory-mcp","links":{"self":"https://wellknown.network/agents/universal-memory-mcp/record.json","html":"https://wellknown.network/agents/universal-memory-mcp","markdown":"https://wellknown.network/agents/universal-memory-mcp/record.md","api":"https://wellknown.network/api/v1/agents/universal-memory-mcp","status":"https://wellknown.network/api/v1/agents/universal-memory-mcp/status","claim":"https://wellknown.network/agents/universal-memory-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/universal-memory-mcp/claim.json","badge":"https://wellknown.network/agents/universal-memory-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:universal-memory-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"universal-memory-mcp","summary":"A Model Context Protocol server for searchable local storage of AI conversation history — Claude, ChatGPT, Cursor, and custom formats","description":"[![Quality Gate Status](https://sonarcloud.io/api/project_badges/measure?project=adamkwhite_claude-memory-mcp&metric=alert_status)](https://sonarcloud.io/summary/new_code?id=adamkwhite_claude-memory-mcp)\n[![Bugs](https://sonarcloud.io/api/project_badges/measure?project=adamkwhite_claude-memory-mcp&metric=bugs)](https://sonarcloud.io/summary/new_code?id=adamkwhite_claude-memory-mcp)\n[![Vulnerabilities](https://sonarcloud.io/api/project_badges/measure?project=adamkwhite_claude-memory-mcp&metric=vulnerabilities)](https://sonarcloud.io/summary/new_code?id=adamkwhite_claude-memory-mcp)\n[![Code Smells](https://sonarcloud.io/api/project_badges/measure?project=adamkwhite_claude-memory-mcp&metric=code_smells)](https://sonarcloud.io/summary/new_code?id=adamkwhite_claude-memory-mcp)\n[![Coverage](https://sonarcloud.io/api/project_badges/measure?project=adamkwhite_claude-memory-mcp&metric=coverage)](https://sonarcloud.io/summary/new_code?id=adamkwhite_claude-memory-mcp)\n[![Duplicated Lines (%)](https://sonarcloud.io/api/project_badges/measure?project=adamkwhite_claude-memory-mcp&metric=duplicated_lines_density)](https://sonarcloud.io/summary/new_code?id=adamkwhite_claude-memory-mcp)\n\n# Universal Memory MCP — AI Conversation Memory\n\nA Model Context Protocol (MCP) server that provides persistent, searchable conversation memory across multiple AI platforms. Store, search, and retrieve conversation history with fast full-text search powered by SQLite FTS5.\n\n## Features\n\n- 🔍 **Fast full-text search** via SQLite FTS5 with relevance ranking — ~10x faster than a linear scan ([measured](#performance))\n- 🏷️ **Automatic topic extraction** — 574+ unique topics across 2,000+ associations\n- 📊 **Weekly summaries** with insights and patterns\n- 🗃️ **Organized file storage** by date and topic\n- 🤖 **Multi-platform support** — Claude, ChatGPT, Cursor AI, and custom formats\n- 🔌 **MCP integration** for Claude Desktop and Claude Code\n\n## Quick Start\n\n### Prerequisites\n\n- Python 3.10+ (CI runs 3…","publisher":null,"homepage":"https://github.com/adamkwhite/universal-memory-mcp","repository":"https://github.com/adamkwhite/universal-memory-mcp/releases","version":"0.1.2","license":null,"protocols":["mcp"],"tags":["mcp","model-context-protocol","claude","chatgpt","cursor","memory","conversation-history","full-text-search","sqlite","fts5"],"pricing":null,"endpoints":[{"url":"pypi:universal-memory-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":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"knowledge.memory","name":"Agent Memory","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":"universal-memory-mcp","registry":"pypi","observedAt":"2026-09-10T15:24:59.259Z","publishedAt":"2026-08-18T23:01:07.068162Z","latestVersion":"0.1.2"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"universal-memory-mcp","url":"https://pypi.org/project/universal-memory-mcp/","firstSeenAt":"2026-09-10T15:22:49.940Z","fetchedAt":"2026-09-10T15:22:49.940Z","normalizedAt":"2026-09-10T15:22:49.940Z"}]},"firstSeenAt":"2026-09-10T15:22:49.940Z","updatedAt":"2026-09-10T15:24:59.259Z"}