mail-index
unsoldgroup/mail-index/llms.txt
A local, agent-queryable mail intelligence layer. It indexes a mailbox progressively (cheap metadata for everything, full bodies only where they earn their place), builds a correspondence graph, infers interest, and exposes the whole thing to AI agents through a local MCP server. Local-first (the index never leaves the machine), read-only on the mailbox by default (archive + label edits are opt-in), and built for recall (answering vague questions) rather than exact-query lookup. mail-index is a stdio MCP server (mail-index-mcp) plus…
llms.txt4 starsChanged 57 days ago
# mail-index > A local, agent-queryable mail intelligence layer. It indexes a mailbox > progressively (cheap metadata for everything, full bodies only where they earn > their place), builds a correspondence graph, infers interest, and exposes the > whole thing to AI agents through a local MCP server. Local-first (the index > never leaves the machine), read-only on the mailbox by default (archive + > label edits are opt-in), and built for *recall* > (answering vague questions) rather than exact-query lookup. mail-index is a stdio MCP server (`mail-index-mcp`) plus a CLI (`mail-index`). Agents query a local SQLite + FTS5 index instead of hitting the mail provider: that is ~20–30× fewer tokens than a stock Gmail-API MCP (which streams raw message payloads into context) and answers questions a keyword query can't. TypeScript, `node:sqlite` (no native deps), Node 24+. The tool ships none of any user's data; accounts and the curated profile are private operator config. ## Start here - [README](https://github.com/unsoldgroup/mail-index/blob/main/README.md): what it is, quick start, the Gmail-MCP comparison with charts - [Install guide](https://github.com/unsoldgroup/mail-index/blob/main/docs/INSTALL.md): install, authenticate a MailSource, init/sync/curate/enrich, add the MCP server (incl. desktop-app PATH gotchas) - [Agent setup](https://github.com/unsoldgroup/mail-index/blob/main/AGENTS.md): wiring the MCP into Claude Desktop / Claude Code / Codex / any MCP client, plus a usage primer for the agent ## Reference - [MCP tool reference](https://github.com/unsoldgroup/mail-index/blob/main/docs/MCP.md): the 23 tools (21 read-only + the 2 opt-in writers archive_message/modify_labels), args, compact result shapes, the `index_as_of` freshness + command-handback contracts - [Adapter contract](https://github.com/unsoldgroup/mail-index/blob/main/docs/ADAPTERS.md): the `MailSource` interface and how to write + contract-test a new provider adapter - [Architecture & plan](https://github.com/unsoldgroup/mail-index/blob/main/docs/PLAN.md): data model, layered architecture, the ADR digest, roadmap - [Decision records](https://github.com/unsoldgroup/mail-index/tree/main/docs/adr): ADR-0001 (O(1) inline enrich / command handbacks), 0002 (local-only), 0003 (summaries + demotion), 0004 (intelligence is the user's LLM), 0005 (freshness/background sync), 0006 (self-contained FTS5), 0007 (opt-in mailbox writes) ## Why it's different - [Comparison vs a stock Gmail MCP](https://github.com/unsoldgroup/mail-index/blob/main/docs/COMPARISON.md): lookup vs recall, the token-cost write-up - [Benchmark harness](https://github.com/unsoldgroup/mail-index/blob/main/bench/README.md): reproduce the token + recall numbers (`node bench/run.mjs`, `node bench/accuracy.mjs`) - [Benchmark results](https://github.com/unsoldgroup/mail-index/blob/main/bench/RESULTS.md): recall × token matrix — a distilled Gmail query vs one mail-index phrase ## Optional - [Security & privacy](https://github.com/unsoldgroup/mail-index/blob/main/.github/SECURITY.md): local-first posture, treating the index as sensitive, vulnerability reporting
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