The fastest way for agents to get docs.

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mandex
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mandex pulls documentation as local docs indexes — one download gives you instant search, exact version pinning, and unlimited offline queries. No rate limits, no latency, no API keys.

integrates with

Documentation as packages.
Local, versioned, instant.

Built for Agents.

mandex packages are structured for machine consumption — indexed, chunked, and ranked for LLM retrieval.

40ms avg search latency
800ms typical API doc lookup

Instant search

Full-text search on disk. No network calls, no cold starts — results in single-digit milliseconds.

fastapi@0.115.0 — Rate Limiting
from slowapi import Limiter
3 results (27ms)

Version-pinned

Every package is tied to an exact version. No stale docs, no mismatched APIs.

fastapi@0.115.0 react@19.2.4 nextjs@16.1.7

Reranked results

Neural reranker scores results by semantic relevance, not just keyword frequency.

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Free forever

No API keys, no rate limits, no subscriptions. Pull once, query unlimited.

$0 / forever

Works everywhere

Any tool that can run a shell command can use mandex. Auto-detects and configures on install.

Auto-syncs

Reads your project files and pulls docs for every dependency automatically. Supports all major ecosystems.

1,549 mandices

see the full registry →

ai-sdk v6.0.129 · 1.4 MB aiohttp v3.11.11 · 19 KB alembic v1.14.1 · 56 KB angular v19.2.0 · 1.2 MB anthropic v0.52.0 · 40 KB arrow v1.3.0 · 59 KB astro v6.0.5 · 1.3 MB axios v1.7.9 · 96 KB axum v0.8.0 · 100 KB beautifulsoup v4.12.3 · 116 KB better-auth v1.5.5 · 689 KB boto3 v1.37.0 · 51 KB celery v5.4.0 · 17 KB cheerio v1.0.0 · 41 KB claude-code v1.0.0 · 500 KB clerk v6.12.0 · 1.7 MB click v8.1.8 · 108 KB cypress v14.0.0 · 564 KB d3 v7.9.0 · 496 KB date-fns v4.1.0 · 594 KB dayjs v1.11.13 · 93 KB django v5.2.1 · 2 KB drizzle-orm v0.45.1 · 569 KB esbuild v0.24.2 · 737 KB express v5.2.1 · 137 KB fastapi v0.135.1 · 779 KB flask v3.1.0 · 410 KB framer-motion v11.15.0 · 146 KB fumadocs v16.7.4 · 244 KB gunicorn v23.0.0 · 2 KB hono v4.12.8 · 213 KB httpx v0.27.2 · 20 KB hyper v1.5.2 · 159 KB instructor v1.8.0 · 819 KB jest v30.0.0 · 437 KB langchain v1.2.12 · 27.8 MB langchain-js v1.2.34 · 866 KB langgraph v1.1.2 · 422 KB llama-index v0.12.0 · 819 KB lodash v4.17.21 · 128 KB loguru v0.7.3 · 3 KB mandex v0.1.0 · 17 KB matplotlib v3.10.1 · 327 KB mongodb v6.16.0 · 248 KB mongoose v8.9.5 · 604 KB nest v11.0.0 · 614 KB nextjs v16.1.7 · 2.5 MB numpy v2.4.3 · 613 KB nuxt v3.17.0 · 300 KB openai v1.82.0 · 31 KB openclaw v2026.3.13 · 3.4 MB opencode v1.2.27 · 3.0 MB pandas v3.0.1 · 357 KB pendulum v3.0.0 · 36 KB pillow v11.1.0 · 71 KB playwright v1.52.0 · 1.0 MB prisma v6.8.2 · 4.2 MB puppeteer v24.2.0 · 769 KB pydantic v2.12.5 · 520 KB pytest v8.3.4 · 36 KB pytorch v2.11.0 · 1.3 MB radix-ui v1.1.2 · 50 KB react v19.2.4 · 1.5 MB react-hook-form v7.54.2 · 107 KB react-router v7.1.5 · 817 KB redis v5.2.1 · 96 KB remix v2.15.2 · 317 KB requests v2.31.0 · 144 KB rich v13.9.4 · 71 KB rocket v0.5.1 · 235 KB scikit-learn v1.6.1 · 925 KB scipy v1.17.1 · 2.0 MB sea-orm v1.1.4 · 184 KB seaborn v0.13.2 · 258 KB serde v1.0.0 · 100 KB shadcn-ui v4.1.0 · 408 KB socket-io v4.8.1 · 1.1 MB sqlalchemy v2.0.36 · 254 KB sqlmodel v0.0.22 · 128 KB sqlx v0.8.3 · 182 KB storybook v8.5.0 · 2.0 MB streamlit v1.41.0 · 329 KB stripe v17.5.0 · 200 KB supabase v2.0.0 · 1.6 MB svelte v5.54.1 · 267 KB swr-lib v2.3.0 · 20 KB tailwindcss v4.2.2 · 483 KB tanstack-query v5.75.0 · 410 KB threejs v0.172.0 · 850 KB tokio v1.45.0 · 100 KB torch v · — transformers v4.57.6 · 2.8 MB trpc v11.14.1 · 265 KB turborepo v2.5.0 · 300 KB typer v0.15.1 · 102 KB uvicorn v0.32.1 · 31 KB vite v8.0.1 · 317 KB vitest v3.2.0 · 512 KB vue v3.5.30 · 614 KB warp v0.3.7 · 17 KB zod v4.3.6 · 156 KB zustand v5.0.0 · 200 KB

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