Install payload
Install payload is broadly covered in current results.
83% (10/12)
Safety notes filter active — add entries to compare trust side by side.
16 results in this view
2 trust signals differ in this sample: Source provenance, Submitter
Signals differ on Source provenance, Submitter — add entries to compare before you install.
Rollout signal scan
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
Install payload
Install payload is broadly covered in current results.
83% (10/12)
Adoption queue
5/16 visible results are in hold tier and need mitigation before adoption.
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/agentscope · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/confluent-mcp-server · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
agents/data-pipeline-engineering-agent · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/koog · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/langchain · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/mux-mcp-server · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/opensearch-mcp-server · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
rules/react-19-concurrent-features-specialist · trust review · confidence 67%
Decision confidence
5/16 results are low-confidence and need review before adoption.
Address Metadata review, Package integrity before broader rollout.
54/100
tools/agentscope · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
mcp/confluent-mcp-server · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
agents/data-pipeline-engineering-agent · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
tools/koog · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
tools/langchain · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
mcp/mux-mcp-server · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
mcp/opensearch-mcp-server · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
rules/react-19-concurrent-features-specialist · trust review
Freshness distribution
Median age 41 days; 9 fresh, 3 aging or stale of 12 scanned.
Theme distribution
72 distinct themes with no dominant one. Most common: mcp, agents, python.
72 distinct themes across 16 scanned
A practical walkthrough of real-time streaming in the Claude Agent SDK: enabling partial messages, reading StreamEvent text and tool-call deltas, the message flow, and building a streaming UI.
Lightweight open-source serving framework for building custom AI model inference APIs by defining a LitAPI with setup and predict methods, with batching, streaming, multi-GPU autoscaling, OpenAI-compatible endpoints, and support for compound, multimodal, RAG, and agent pipelines.
The official OpenSearch Project MCP server (opensearch-mcp-server-py) that lets AI assistants query and operate OpenSearch clusters — listing indices, reading mappings, running Query DSL and PPL searches, inspecting shards and cluster health — over stdio or streaming transports, with basic-auth, AWS IAM, and header-based authentication.
JetBrains incubator Kotlin and JVM agent framework for building predictable, fault-tolerant AI agents with graph workflows, tools, MCP integration, memory, streaming, OpenTelemetry, Spring/Ktor integrations, and multiple LLM providers.
Open-source agent engineering framework for building LLM applications with agents, model abstractions, tools, middleware, RAG, streaming, memory, MCP adapters, LangGraph-backed execution, and LangSmith observability hooks.
Open-source Python and TypeScript SDK for building model-driven AI agents with any model provider, MCP tools, streaming, multi-agent patterns, structured output, observability, hooks, guardrails, and production deployment guidance.
Modern data pipeline specialist focused on real-time streaming, ETL/ELT orchestration, data quality validation, and scalable data infrastructure with Apache Airflow, dbt, and cloud-native tools
A coding rule that makes Claude fluent in React Server Components — the React 19 component type that renders ahead of bundling, on a server or at build time. It guides async server components, the use client boundary, Suspense streaming, and Server Functions through the Next.js 15 App Router.
The official Mux MCP server (@mux/mcp) that gives AI agents access to the Mux API for video and analytics. It uses a "Code Mode" scheme — exposing a documentation-search tool and a code tool that runs agent-written TypeScript against the Mux SDK in an isolated sandbox — to work with Mux Video (assets, live streams, playback IDs, uploads) and Mux Data (viewer metrics and monitoring).
Connect Claude to Confluent Cloud and Apache Kafka — manage topics, produce and consume messages, run Flink SQL, and operate Schema Registry and connectors — with Confluent's official MCP server.
A coding rule that turns Claude into a React 19 concurrent-rendering specialist. It applies the documented React hooks — useTransition, useDeferredValue, useOptimistic, and Suspense — to keep interfaces responsive during heavy updates, stream server-rendered UI, and hydrate it selectively.
Apache-2.0 library for loading, sharing, streaming, inspecting, and preprocessing AI datasets from the Hugging Face Hub or local files.
MIT-licensed DataFrame query engine written in Rust for Python, Rust, Node.js, R, and SQL workflows with lazy execution, streaming, Arrow integration, and file, database, and cloud I/O.
Apache-2.0 Python framework for building visible, controllable, production AI agents and multi-agent services with event streaming, permission controls, workspaces, sandbox backends, middleware, MCP support, Mem0 memory, agent teams, and multi-tenant multi-session serving.
Open-source CLI and web ecosystem for recording, replaying, live streaming, sharing, and embedding terminal sessions as lightweight asciicast files.
Open-source Python library for structured LLM outputs using Pydantic response models, validation, retries, streaming, and provider adapters.