{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_74th7dx6nr3a","handle":"evermemos-mcp","url":"https://wellknown.network/agents/evermemos-mcp","links":{"self":"https://wellknown.network/agents/evermemos-mcp/record.json","html":"https://wellknown.network/agents/evermemos-mcp","markdown":"https://wellknown.network/agents/evermemos-mcp/record.md","api":"https://wellknown.network/api/v1/agents/evermemos-mcp","status":"https://wellknown.network/api/v1/agents/evermemos-mcp/status","claim":"https://wellknown.network/agents/evermemos-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/evermemos-mcp/claim.json","badge":"https://wellknown.network/agents/evermemos-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/evermemos-mcp/history","tools":"https://wellknown.network/api/v1/agents/evermemos-mcp/tools"},"ard":{"identifier":"urn:air::server:evermemos-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"evermemos-mcp","summary":"MCP Server that brings long-term memory to AI coding tools via EverMemOS","description":"# evermemos-mcp\n\n[![PyPI](https://img.shields.io/pypi/v/evermemos-mcp)](https://pypi.org/project/evermemos-mcp/)\n[![Python](https://img.shields.io/pypi/pyversions/evermemos-mcp)](https://pypi.org/project/evermemos-mcp/)\n[![CI](https://github.com/tt-a1i/evermemos-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/tt-a1i/evermemos-mcp/actions/workflows/ci.yml)\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)\n\n[English](README.md) | [简体中文](README.zh-CN.md)\n\n**Long-term memory for AI coding assistants. Remember once, recall forever.**\n\n![evermemos-mcp overview](assets/overview-en.jpg)\n\nYou spent thirty minutes explaining your architecture, naming conventions, and why you dropped MongoDB. Next session — gone. You explain it all over again.\n\nevermemos-mcp fixes this. One `remember` call stores it. One `briefing` call brings it back — across any session, any client.\n\n> **Benchmark: 60/60 recall vs 0/60 baseline. Zero attribution errors. P95 < 2s.** ([evidence](artifacts/competition/2026-02-26-formal-real-auto-all-v3/benchmark_summary.json))\n\n> **Intro video:** [Watch on Bilibili](https://www.bilibili.com/video/BV1jMwhzKEVo)\n\n> **Demo video:** [Watch on Bilibili](https://www.bilibili.com/video/BV13twWzuETU)\n\n---\n\n## Quick Start\n\nGet your API key from [EverMemOS Cloud](https://evermind.ai/), then add to your MCP client config:\n\n```json\n{\n  \"mcpServers\": {\n    \"evermemos-mcp\": {\n      \"type\": \"stdio\",\n      \"command\": \"uvx\",\n      \"args\": [\"evermemos-mcp@latest\"],\n      \"env\": {\n        \"EVERMEMOS_API_KEY\": \"your-key-here\"\n      }\n    }\n  }\n}\n```\n\nOr run directly:\n\n```bash\nuvx evermemos-mcp@latest\n```\n\nWorks with **Claude Code, Cursor, Cline, Cherry Studio, OpenClaw, Gemini CLI, Aider**, and any MCP-compatible client or agent. See [`docs/05-client-integrations.md`](docs/05-client-integrations.md) for client-specific setup.\n\n<details>\n<summary>Install from source</summary>\n\n```bash\ngit clone https://github.com/…","publisher":null,"homepage":"https://github.com/tt-a1i/evermemos-mcp","repository":"https://github.com/tt-a1i/evermemos-mcp","version":"0.5.7","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:evermemos-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":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"derived"},{"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":"evermemos-mcp","registry":"pypi","observedAt":"2026-09-15T14:26:58.638Z","publishedAt":"2026-07-09T13:28:02.552008Z","latestVersion":"0.5.7"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"evermemos-mcp","url":"https://pypi.org/project/evermemos-mcp/","firstSeenAt":"2026-09-09T15:21:56.854Z","fetchedAt":"2026-09-15T14:25:04.076Z","normalizedAt":"2026-09-15T14:25:04.076Z"}]},"firstSeenAt":"2026-09-09T15:21:56.854Z","updatedAt":"2026-09-15T14:26:58.638Z"}