The Ecosystem · TWO BINARIES, ONE GRAPH

Two Tools.One Memory.

The CLI is an agent that executes. Mind is a daemon that remembers — and over MCP it becomes a memory server for Claude Code and any MCP client. They’re separate binaries from separate repos on purpose: run either one without the other, and Mind will happily serve a client that isn’t Anvaya at all.

The Split

Why Two Binaries.

Anvaya CLI

11 crates · ~40K lines of Rust · 7 TUI panels · 18 native tools · 4 providers · headless mode · ~12.1MB binary, zero runtime dependencies.

Learn more →

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Anvaya Mind

9 crates · SQLite graph + Int8 HNSW index · 6 node types with per-type decay · 6 background workers · 8 MCP tools · 12-25x compression.

Learn more →

The Bridge

Three Ways In, Same Graph.

Mind exposes the same memory through three transports. Which one you get depends on who is asking — and the cost difference between them is the difference between a function call and a protocol handshake.

<0.5msDirectMind runs in-process inside the CLI. The fastest path — used when anv owns the session and no other client needs the graph.

~2msIPCJSON-RPC over a Unix domain socket to the daemon. Multiple clients share one graph, with the daemon as the single writer.

~10msMCPThe daemon behind an MCP server. This is how Claude Code and other MCP clients reach the same memory.

MCP

Keep Your Agent. Add The Memory.

If you already work in Claude Code or another MCP client, you don’t have to adopt the CLI to get the memory. Point the client at mind-mcp and these eight tools appear inside the agent you already trust.

mind_queryPacked context for a query, under a token budget

mind_searchKeyword or semantic node search

mind_record_changeRecord a code change event

mind_get_nodeFetch one node by ID

mind_statsGraph size and health

mind_start_sessionOpen a session

mind_end_sessionClose it with an outcome

mind_get_threadsTemporal threads across sessions

Setup is a five-line .mcp.json in your project root — see Get Started →

Stop Starting From Zero.

One binary. Four providers — Ollama, Anthropic, OpenAI, Siemens. Zero API keys required to start. Mind remembers everything after the first session.

Get Started →Read the FAQ