meilisearch-python-sdk
A Python client providing both async and sync support for the Meilisearch API
Decision gist · record as of 2026-08-14
Yes. The package is actively maintained, carries no known vulnerabilities, installs with low friction, and offers both sync and async interfaces for Meilisearch integration. Choose it if you need a Python client for Meilisearch and prefer async support or community-driven development; the official Meilisearch Python library is the alternative if you prefer an officially maintained option.AI-flagged interpretation of the facts on this page — verify before relying
Before you install
- Requires a running Meilisearch server instance (e.g., via Docker or local installation) accessible at the specified URL.
- Low install friction with a pure-wheel distribution.
- Active maintenance with a release 3 days ago and commits through 2026-08-14.
License · maintenance · safety
permissive license (permissive) — MIT License permits unrestricted use, modification, and distribution with minimal restrictions—suitable for both open-source and commercial projects.
last release 2026-08-11 (3 days) · last repo commit 2026-08-14 · 98 stars
0 known vulnerabilities (OSV.dev, 2026-08-14) · 192,511 downloads/mo, #9,862 on PyPI
Alternatives
Verify before relying
pip install meilisearch-python-sdk
from meilisearch_python_sdk import Client
with Client('http://127.0.0.1:7700', 'masterKey') as client:
index = client.index('books')
index.add_documents([{'id': 1, 'title': 'Ready Player One'}])
results = index.search('ready player')- Whether the optional orjson extra measurably improves performance in typical workloads.
- Compatibility guarantees with Meilisearch server versions beyond those tested in CI.
What it is and what it does
This package is a Python wrapper around the Meilisearch search engine API, offering both synchronous and asynchronous client implementations. It handles document indexing, search queries with filtering and highlighting, and task status tracking. The async client is designed for use in asyncio-based applications like FastAPI, while the sync client works in traditional blocking code; both expose the same underlying functionality through their respective calling conventions.
The SDK depends on aiofiles, camel-converter, httpx2, and pydantic to manage async file operations, data transformation, HTTP communication, and request validation. It is actively maintained, supports Python 3.10 through 3.14, and carries no known security vulnerabilities. The library is positioned as a community alternative to the official Meilisearch Python client, with independent benchmarks suggesting performance advantages in async scenarios.
Use it for
- Building a FastAPI application that indexes and searches documents asynchronously without blocking the event loop.
- Adding full-text search to a web application by managing document ingestion and query execution through a Python client.
- Batch-indexing large document collections using the async client for improved throughput over the sync alternative.
- Implementing search with custom filters and highlighting (e.g., filtering by date range and highlighting matching terms).
- Monitoring indexing progress by retrieving task status after submitting documents for processing.
Worth the install?
AI-flagged interpretation of the facts on this page. Verify before relying on it.
Yes.
The package is actively maintained, carries no known vulnerabilities, installs with low friction, and offers both sync and async interfaces for Meilisearch integration. Choose it if you need a Python client for Meilisearch and prefer async support or community-driven development; the official Meilisearch Python library is the alternative if you prefer an officially maintained option.
Install
meilisearch-python-sdk on PyPI
Before you install
Low install friction with a pure-wheel distribution. Active maintenance with a release 3 days ago and commits through 2026-08-14. Supports modern Python versions (3.10–3.14) and is marked Production/Stable.
Requires a running Meilisearch server instance (e.g., via Docker or local installation) accessible at the specified URL.
License in practice
MIT License permits unrestricted use, modification, and distribution with minimal restrictions—suitable for both open-source and commercial projects.
Quickstart
pip install meilisearch-python-sdk
from meilisearch_python_sdk import Client
with Client('http://127.0.0.1:7700', 'masterKey') as client:
index = client.index('books')
index.add_documents([{'id': 1, 'title': 'Ready Player One'}])
results = index.search('ready player')Verify before relying
- Whether the optional orjson extra measurably improves performance in typical workloads.
- Compatibility guarantees with Meilisearch server versions beyond those tested in CI.
Package facts
| License | permissive license permissive |
| Python support | Supports the current Python release >=3.10 |
| Install friction | Low. Pure-Python wheel |
| Runtime dependencies | 4 packagesaiofilescamel-converterhttpx2pydantic |
| Maintenance | Actively maintained 3 days since the last release |
| Last repo commit | |
| First released | |
| Downloads | 192,511 / month, #9,862 on PyPI 30-day window, as of 2026-08-14 |
| Known vulnerabilities | None known OSV.dev, checked 2026-08-14 |
| Classifiers | Development Status :: 5 - Production/StableIntended Audience :: DevelopersLicense :: OSI Approved :: MIT LicenseOperating System :: OS IndependentProgramming Language :: Python :: 3.10Programming Language :: Python :: 3.11Programming Language :: Python :: 3.12Programming Language :: Python :: 3.13Programming Language :: Python :: 3.14Typing :: Typed |
Evidence: meilisearch_python_sdk-7.5.0-py3-none-any.whl
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