Owner

zilliztech

19 indexed repositories · View on GitHub

claude-context
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

TypeScript · 12546 stars
attu
The Best GUI for Milvus

Shell · 3165 stars
memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

Python · 2626 stars
VectorDBBench
Benchmark for vector databases.

Python · 1178 stars
knowhere
Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.

C++ · 381 stars
vector-graph-rag
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.

Python · 245 stars
mcp-server-milvus
Model Context Protocol Servers for Milvus

Python · 245 stars
milvus-backup
Backup and restore tool for Milvus

Go · 242 stars
mfs
A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in one searchable, browsable, file-li...

Python · 143 stars
vts
VTS is a tool designed for the transformation and transportation of vectors and unstructured data.

Java · 135 stars
milvus-operator
The Kubernetes Operator of Milvus.

Go · 131 stars
milvus-helm

Go Template · 120 stars
woodpecker
A Cloud-Native WAL Storage Implementation

Go · 95 stars
zilliz-mcp-server
A Model Context Protocol (MCP) server seamlessly connecting AI Agents and AI coding tools with Zilliz Cloud https://zilliz.com/

Python · 33 stars
terraform-provider-zillizcloud

Go · 18 stars
spark-milvus
spark connector for Milvus

Scala · 17 stars
milvus-common

C++ · 3 stars
zdoc

JavaScript · 2 stars
terraform-zilliz-examples

HCL · 1 star

Beginner friendly Everything

Open All

`search` creates the collection it is searching, so a wrong `--collection` is silently empty forever instead of erroring Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

zilliztech/memsearch#756 · Opened Sep 20, 2026
[claude-code plugin] Lite-mode one-time index job is backgrounded without setsid/nohup, unlike start_watch() in the same file — index silently stops advancing Open

Difficulty 3/5 1-2 days Newbie friendliness 74/100

zilliztech/memsearch#755 · 1 comment · Opened Sep 19, 2026
Harden the integration Helm runner and trusted Maven publication Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

zilliztech/spark-milvus#159 · Opened Sep 18, 2026
[claude-code plugin] 0.4.20 regression on Windows: Win32 `CLAUDE_PROJECT_DIR` treated as relative → `.memsearch` created under `<repo>/D:/…`, collection hash changes Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

zilliztech/memsearch#752 · 3 comments · Opened Sep 18, 2026
Add a Helm-based Kubernetes runner for integration tests Open

Difficulty 4/5 3-5 days Newbie friendliness 65/100

zilliztech/spark-milvus#157 · 1 comment · Opened Sep 18, 2026
Cohere Dataset Size documentation inconsistent and off by a factor of 10 in Places Open

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

zilliztech/VectorDBBench#878 · Opened Sep 17, 2026
Milvus CR retains stale MinIO secretRef after migrating to IAM auth, causing CreateContainerConfigError Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 62/100

zilliztech/milvus-operator#537 · Opened Sep 17, 2026
enhance(monitor): dashboards plot raw metrics, not the quantities alerts actually threshold Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

zilliztech/woodpecker#341 · Opened Sep 17, 2026
enhance(metrics): no device-level disk IOPS or throughput, so capacity alerts cannot be written Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 68/100

zilliztech/woodpecker#337 · Opened Sep 17, 2026
indexed_sources() queries unpaginated and hits the 4 MiB gRPC limit on large collections, silently disabling stale-chunk cleanup Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

zilliztech/memsearch#750 · Opened Sep 16, 2026
[Feature/Bug] Pulsar 4.0.x incompatible with milvus-helm 5.0.x — bookkeeper.conf and OTEL config not updated for 4.x class paths Open

Difficulty 3/5 1-2 days Newbie friendliness 65/100

zilliztech/milvus-helm#318 · Opened Sep 16, 2026
Tracking: ongoing refactors — case-config finalization and hardening Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

zilliztech/VectorDBBench#877 · 1 comment · Opened Sep 16, 2026
Add standalone C and Java JNI bindings for Knowhere Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

zilliztech/knowhere#1834 · Opened Sep 16, 2026
[Feature Request] Allow an optional search level in milvusautoindex Open

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

zilliztech/VectorDBBench#875 · Opened Sep 16, 2026
Search cancellation is reported as an engine inner error instead of a dedicated status Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

zilliztech/knowhere#1831 · Opened Sep 15, 2026
[Feature Request] Support configurable NQ for concurrent vector search Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

zilliztech/VectorDBBench#873 · Opened Sep 15, 2026
feat: use persisted Milvus vector index files for vector queries Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

zilliztech/spark-milvus#125 · Opened Sep 15, 2026
macOS: memsearch index aborts after success — onnxruntime telemetry uploader races process exit (call ort.disable_telemetry_events()) Open

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

zilliztech/memsearch#747 · Opened Sep 14, 2026
[Bug] Default Helm install fails: minio/minio was removed from Docker Hub Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

zilliztech/milvus-helm#315 · Opened Sep 14, 2026
Extend clustering APIs for compaction planning and shared search hints Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

zilliztech/knowhere#1820 · Opened Sep 14, 2026
OpenClaw 2026.9: declare contracts.tools for memory_* tools Open

Difficulty 1/5 Under an hour Newbie friendliness 95/100

zilliztech/memsearch#746 · Opened Sep 14, 2026
Evaluate automatic OpenBLAS threading for standalone IVF_FLAT builds Open

zilliztech/knowhere#1818 · 1 assignee · Opened Sep 14, 2026
Security: index_codebase path is unbounded, allows arbitrary host file read via search_code (MCP tool) Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

zilliztech/claude-context#435 · Opened Sep 13, 2026
upsert-entities pages fail the autoID inline_code gate across agentic repair rounds Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

zilliztech/zdoc#607 · Opened Sep 12, 2026
stop.sh silently dies on unbound CLAUDE_PLUGIN_ROOT, permanently killing capture with no visible error Open

Difficulty 2/5 1-3 hours Newbie friendliness 82/100

zilliztech/memsearch#740 · 1 comment · Opened Sep 12, 2026
Claude Code: UserPromptSubmit hint uses systemMessage, so it never reaches the model (memory-recall invoked 0 times in 252 sessions) Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

zilliztech/memsearch#738 · 2 reactions · Opened Sep 11, 2026
enhance: Completed segment parks readers and defers compaction while the tail holder is unavailable (no acknowledged data lost) Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

zilliztech/woodpecker#327 · Opened Sep 11, 2026
Some feedback from attu v3.0 Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

zilliztech/attu#1032 · 2 comments · Opened Sep 11, 2026
[Bug]: replicate stream counts an immediately closed stream as established, so a broken channel reconnects without backoff and reports nothing usable Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

zilliztech/milvus-backup#1219 · Opened Sep 10, 2026
[Enhancement]: restore secondary never checks dataCoord.import.taskRetention, and a short retention turns successful imports into a failed restore Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

zilliztech/milvus-backup#1217 · 1 comment · Opened Sep 10, 2026
[Bug]: backup hangs forever on the first etcd read: the client never dials, the read has no deadline, and etcd TLS is not configurable Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

zilliztech/milvus-backup#1216 · Opened Sep 10, 2026
Support Qdrant FineWeb-10B, PubMed-MV, and Coyo-VE datasets Open

enhancement

zilliztech/VectorDBBench#869 · 1 assignee · Opened Sep 10, 2026
[Bug] HNSW top-k search skips brute-force fallback with an empty bitset Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

zilliztech/knowhere#1816 · 1 comment · Opened Sep 10, 2026
bug: cache shard gauge cleanup scales quadratically Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

zilliztech/milvus-common#130 · Opened Sep 10, 2026
Reader/backfill mis-parse Milvus-format S3 URIs (s3://<endpoint>/<bucket>/<key>) from MinIO deployments Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

zilliztech/spark-milvus#118 · Opened Sep 9, 2026
Stop hook appends a session entry as five separate writes, so concurrent sessions interleave in the daily memory file Open

Difficulty 3/5 1-2 days Newbie friendliness 82/100

zilliztech/memsearch#727 · Opened Sep 8, 2026
Daily memory filename collides across machines sharing a synced .memsearch/memory/ folder Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

zilliztech/memsearch#720 · Opened Sep 5, 2026
version 3.0.0 run error Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

zilliztech/attu#1030 · 1 comment · Opened Sep 4, 2026
Fix two typos in the Deep Dive Into Vector Databases article Open

Difficulty 1/5 Under an hour Newbie friendliness 90/100

zilliztech/zdoc#497 · Opened Sep 3, 2026
Memory summary unavailable: dsh headless summarization timed out; transcript content was omitted. Use the transcript anchor for progressive disclosure. Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

zilliztech/memsearch#716 · 1 comment · Opened Sep 3, 2026
search_code not invoked Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

zilliztech/claude-context#434 · Opened Sep 2, 2026
Official ZCode support (capture hooks + plugin), like Claude Code / OpenCode / Codex / Kimi Open

feature

Difficulty 5/5 Over a week Newbie friendliness 48/100

zilliztech/memsearch#715 · Opened Sep 2, 2026
Cannot read properties of undefined (reading 'success') Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

zilliztech/attu#1029 · 5 comments · 2 reactions · Opened Aug 31, 2026
[Feature Request] Surge-free (maxSurge=0/maxUnavailable) rollout for two-deploy mode: rolling update deadlocks when the node pool has no spare capacity Open

Difficulty 5/5 Over a week Newbie friendliness 48/100

zilliztech/milvus-operator#523 · Opened Aug 31, 2026
macOS Seatbelt sandbox: both orphan-reaping paths fail silently, watch processes accumulate without bound Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

zilliztech/memsearch#708 · 1 comment · Opened Aug 28, 2026
enhance(meta): QuorumInfo stores every replica endpoint twice — deprecate QuorumNode.endpoint Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

zilliztech/woodpecker#280 · Opened Aug 28, 2026
Security vulnerability report submitted via security@ email Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

zilliztech/attu#1028 · 1 comment · Opened Aug 27, 2026
[Bug]: milvus reboot when backup Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

zilliztech/milvus-backup#1187 · 6 comments · Opened Aug 27, 2026
[Bug]: EmbListOffset(lims, rows) drops trailing empty lists, producing a short offset meta Open

zilliztech/knowhere#1794 · 1 assignee · Opened Aug 26, 2026
ReadNext keeps serving data after the reader is closed Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

zilliztech/woodpecker#277 · Opened Aug 26, 2026

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