{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_rcxbu638ayzk","handle":"zvec-mcp","url":"https://wellknown.network/agents/zvec-mcp","links":{"self":"https://wellknown.network/agents/zvec-mcp/record.json","html":"https://wellknown.network/agents/zvec-mcp","markdown":"https://wellknown.network/agents/zvec-mcp/record.md","api":"https://wellknown.network/api/v1/agents/zvec-mcp","status":"https://wellknown.network/api/v1/agents/zvec-mcp/status","claim":"https://wellknown.network/agents/zvec-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/zvec-mcp/claim.json","badge":"https://wellknown.network/agents/zvec-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:zvec-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"zvec-mcp","summary":"Claude Code MCP server for RAG and memory powered by zvec","description":"# zvec-mcp\n\nClaude Code MCP server that gives your AI agent a **local vector database** for RAG knowledge retrieval and long-term memory — powered by [zvec](https://github.com/alibaba/zvec).\n\n---\n\n## Table of contents\n\n- [What it does](#what-it-does)\n- [Installation](#installation)\n  - [Option A — Desktop extension (.mcpb)](#option-a--desktop-extension-mcpb)\n  - [Option B — pip install](#option-b--pip-install)\n  - [Option C — From source](#option-c--from-source)\n- [Registering with Claude Code](#registering-with-claude-code)\n  - [User scope](#user-scope-available-in-all-projects)\n  - [Project scope](#project-scope-shared-via-mcpjson)\n  - [Verify](#verify)\n- [Embedding backends](#embedding-backends)\n  - [HTTP — LM Studio / Ollama / vLLM](#http--lm-studio--ollama--vllm)\n  - [Local — sentence-transformers](#local--sentence-transformers)\n  - [OpenAI](#openai)\n- [Configuration reference](#configuration-reference)\n- [Tools reference](#tools-reference)\n  - [Knowledge base (RAG)](#knowledge-base-rag)\n  - [Memory](#memory)\n  - [Status](#status)\n- [Usage examples](#usage-examples)\n- [Architecture](#architecture)\n- [Data storage](#data-storage)\n- [Troubleshooting](#troubleshooting)\n- [License](#license)\n\n---\n\n## What it does\n\nzvec-mcp runs as a [Model Context Protocol](https://modelcontextprotocol.io/) server over stdio. Once connected, Claude Code gets **11 new tools** for storing, searching, and managing a local vector database — completely offline, no data leaves your machine.\n\n---\n\n## Installation\n\n### Prerequisites\n\n- Python 3.10 or later\n- macOS, Linux, or Windows\n- An embedding source (one of):\n  - A local server like [LM Studio](https://lmstudio.ai/), [Ollama](https://ollama.com/), or [vLLM](https://docs.vllm.ai/) (recommended)\n  - [sentence-transformers](https://www.sbert.net/) installed locally\n  - An [OpenAI](https://platform.openai.com/) API key\n\n### Option A — Desktop extension (.mcpb)\n\nThe fastest way to get started. Download the pre-built `.mcpb` file and drag …","publisher":{"name":"cluster2600","url":null},"homepage":"https://github.com/cluster2600/zvec-mcp","repository":"https://github.com/cluster2600/zvec-mcp","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["claude","mcp","memory","rag","vector-database","zvec"],"pricing":null,"endpoints":[{"url":"pypi:zvec-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":"data.database","name":"Databases","confidence":1,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"declared"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"}],"categories":["data","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":"zvec-mcp","registry":"pypi","observedAt":"2026-09-10T16:24:39.163Z","publishedAt":"2026-02-26T10:54:16.034227Z","latestVersion":"0.1.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"zvec-mcp","url":"https://pypi.org/project/zvec-mcp/","firstSeenAt":"2026-09-10T16:24:09.142Z","fetchedAt":"2026-09-10T16:24:09.142Z","normalizedAt":"2026-09-10T16:24:09.142Z"}]},"firstSeenAt":"2026-09-10T16:24:09.142Z","updatedAt":"2026-09-10T16:24:39.163Z"}