Matrix Python SDK

matrix-python-sdk is the official Python SDK for the Matrix Hub — the open catalog and installer for agents, tools, and MCP servers.

Built for teams that need fast discovery, reproducible installs, and safe runtime operations at scale.

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What’s new in 0.1.9

A focused, compatibility-preserving refresh.

• Modular installer with legacy import preserved:

  from matrix_sdk.installer import LocalInstaller

  Internals split into installer/core.py, runner_schema.py, runner_discovery.py, envs.py, util.py.

• Runner discovery restored to legacy strategy order with modern safeguards: b64 → URL → object → embedded manifest → file → shallow search → manifest URL (opt-in) → infer by structure → connector fallback.

• Connector synthesis (attach mode): auto-generates minimal {"type":"connector","url":"…/sse"} when an MCP/SSE endpoint is found. Gate via MATRIX_SDK_ENABLE_CONNECTOR=1 (default on).

• Windows venv reliability: venv creation retries without symlinks when required.

• Shared utilities: env toggles, timeouts, runner search depth, safe FS checks in installer/util.py.

• Docs: updated install/usage/API pages; clearer examples.

Requires Python 3.11–3.12.

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Why teams choose this SDK

• One interface for a messy ecosystem — consistent search/install across agents, tools, and MCP servers.
• Reproducible installs — Hub-backed plans, adapters, and lockfiles you can ship to CI and prod.
• Production guardrails — safe archive extraction, Git host allow-lists, ETag-aware caching, typed models.
• Performance at scale — lean client, server-side indexing/scoring, normalized params to maximize cache hits.

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Install

pip install matrix-python-sdk

Python 3.11+ supported.

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Quickstart

1) Search

from matrix_sdk.client import MatrixClient

hub = MatrixClient("https://api.matrixhub.io")

res = hub.search(
    q="extract pdf tables",
    type="any",
    mode="hybrid",       # "keyword" | "semantic" | "hybrid"
    limit=5,
    with_snippets=True,
    with_rag=False,
    include_pending=False,
    rerank="none",
)

for it in res.get("items", []):
    print(it.get("id"), "→", it.get("manifest_url"))

Prefer the high-level helper for resilience and typed results:

from matrix_sdk.search import search, SearchOptions
res = search(hub, "chat with PDFs", type="agent",
             options=SearchOptions(as_model=True, max_attempts=3))
print(res.total, [i.id for i in res.items])

2) Install

from matrix_sdk.client import MatrixClient

hub = MatrixClient("https://api.matrixhub.io")

hub.install(
    id="mcp_server:hello-sse-server@0.1.0",
    target="./.matrix/runners/demo",
    # alias="hello-sse",         # optional
    # options={"force": True},   # optional
)

3) Run locally (no daemon)

from matrix_sdk.client import MatrixClient
from matrix_sdk.installer import LocalInstaller
from matrix_sdk import runtime

hub = MatrixClient("https://api.matrixhub.io")
result = LocalInstaller(hub).build("mcp_server:hello-sse-server@0.1.0", alias="hello-sse")

lock = runtime.start(result.target, alias="hello-sse")
print("PID:", lock.pid, "PORT:", lock.port)
runtime.stop("hello-sse")

Connector / attach mode (new in 0.1.6)

If runner.json has {"type":"connector","url":"http://127.0.0.1:6288/sse"}, runtime.start(...) does not start a process. Instead it stores the URL in the lock (with pid=0). Use the URL directly with your MCP client.

// ~/.matrix/runners/<alias>/<version>/runner.json
{
  "type": "connector",
  "integration_type": "MCP",
  "request_type": "SSE",
  "url": "http://127.0.0.1:6288/sse",
  "endpoint": "/sse"
}

4) Bulk register (optional)

Register servers (ZIP/dir/Git) into an MCP Gateway with concurrency, idempotency keys, and capability probing.

import os, asyncio
from matrix_sdk.bulk.bulk_registrar import BulkRegistrar

sources = [{"kind":"git","url":"https://github.com/ruslanmv/hello-mcp","ref":"main","probe":True}]

registrar = BulkRegistrar(
    gateway_url=os.getenv("GATEWAY_URL", "http://127.0.0.1:4444"),
    token=os.getenv("ADMIN_TOKEN"),
    concurrency=50,
    probe=True,
)

results = asyncio.run(registrar.register_servers(sources))
print(results)

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API surface (snapshot)

• matrix_sdk.client.MatrixClient: search, entity, install, list_remotes, add_remote, delete_remote, trigger_ingest
• matrix_sdk.search: search, search_try_modes, SearchOptions
• matrix_sdk.installer.LocalInstaller: plan, materialize, prepare_env, build
• matrix_sdk.runtime: start, stop, status, tail_logs, doctor, log_path (Lock files now include an optional url for connector runners; stop() is a no-op for connectors.)
• matrix_sdk.bulk.* (optional): discovery, gateway client, registrar

Pydantic models (v1/v2 compatible) in matrix_sdk.schemas: SearchItem, SearchResponse, EntityDetail, InstallOutcome, etc.

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Reliability, Security, Performance

• Reliability: strict error types, small safe retries, idempotent bulk writes, optional ETag cache.
• Security: safe ZIP/TAR extraction, Git host allow-lists, deny-by-default where sensible.
• Performance: minimal client overhead, normalized search params, server-side scoring and indexing.

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Links

• Docs: see docs/ (MkDocs) — Usage, API Reference, Bulk
• Source: https://github.com/agent-matrix/matrix-python-sdk
• Matrix Hub: https://github.com/agent-matrix/matrix-hub
• License: Apache 2.0

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Contributing

We welcome issues and PRs. Please read CONTRIBUTING.md before submitting changes. Join us in shaping a fast, safe, and open ecosystem for AI agents, tools, and MCP servers.