Install payload
Install payload is broadly covered in current results.
83% (10/12)
Browse the directory
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Showing 14 resources for "guardrails"
Saved
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Active
Source-backed filter active — add entries to compare trust side by side.
Trust snapshot
14 results in this view
Claimed
0%(0/14)
1 trust signal differs in this sample: Submitter
Signals differ on Submitter — add entries to compare before you install.
Rollout signal scan
2 rollout risk signals in current results
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
good
Adoption queue
Browse adoption queue · balanced
2/14 visible results are in hold tier and need mitigation before adoption.
ready 0caution 12hold 2
Agentgateway MCP Gateway
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/agentgateway-mcp-gateway · trust review · confidence 67%
Archestra MCP Platform
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/archestra-mcp-platform · trust review · confidence 67%
Astro Repository Contributor Agent for Claude
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
agents/astro-repository-contributor-agent · trust review · confidence 67%
MCP Installer Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/mcp-installer-server · trust review · confidence 67%
mcp-use MCP Apps Builder Skill
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
skills/mcp-use-mcp-apps-builder-skill · trust review · confidence 67%
Next.js Repository Contributor Agent for Claude
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
agents/nextjs-repository-contributor-agent · trust review · confidence 67%
OpenAI Agents JavaScript SDK
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/openai-agents-js-sdk · trust review · confidence 67%
OpenAI Agents Python SDK
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/openai-agents-python-sdk · trust review · confidence 67%
Decision confidence
Decision confidence scan · balanced
2/14 results are low-confidence and need review before adoption.
high 0medium 12low 2
Agentgateway MCP Gateway
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/agentgateway-mcp-gateway · trust review
Archestra MCP Platform
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/archestra-mcp-platform · trust review
Astro Repository Contributor Agent for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
agents/astro-repository-contributor-agent · trust review
MCP Installer Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/mcp-installer-server · trust review
mcp-use MCP Apps Builder Skill
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
skills/mcp-use-mcp-apps-builder-skill · trust review
Next.js Repository Contributor Agent for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
agents/nextjs-repository-contributor-agent · trust review
OpenAI Agents JavaScript SDK
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
tools/openai-agents-js-sdk · trust review
OpenAI Agents Python SDK
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
tools/openai-agents-python-sdk · trust review
Freshness distribution
Current results are broadly fresh
Median age 52 days; all 12 scanned entries are within 90 days.
Theme distribution
Themes are broadly spread across this view
53 distinct themes with no dominant one. Most common: agents, guardrails, mcp.
- agents36% (5)
- guardrails36% (5)
- mcp36% (5)
- observability36% (5)
- openai29% (4)
- typescript29% (4)
- agent-framework21% (3)
- python21% (3)
53 distinct themes across 14 scanned
Guardrails AIby Guardrails AI · submitted by oktofeesh1
Open-source Python framework for adding input and output guards, validators, structured generation, and policy checks to LLM applications.
Portkey AI Gatewayby Portkey-AI · submitted by davion-knight
Open-source AI gateway from Portkey for routing to 1600+ LLMs through one OpenAI-compatible API, with automatic retries, fallbacks, load balancing, conditional routing, guardrails, caching, and observability, self-hostable via npx, Docker, or edge deployments.
Official JavaScript and TypeScript framework for building multi-agent workflows with agents, tools, handoffs, guardrails, sessions, tracing, realtime voice agents, MCP tools, hosted tools, and sandbox agents.
Official Python framework for building multi-agent workflows with agents, tools, handoffs, guardrails, sessions, tracing, realtime voice agents, MCP tools, hosted tools, human-in-the-loop flows, and sandbox agents.
Open-source TypeScript agent engineering framework and platform for building AI agents with tools, memory, workflows, RAG, guardrails, evals, MCP, voice, and VoltOps observability.
Agentgateway MCP Gatewayby agentgateway · submitted by oktofeesh1
Apache-2.0 agentic proxy that can expose stdio, HTTP, SSE, and Streamable HTTP MCP servers through a managed gateway with federation, OAuth/JWT authentication, RBAC/CEL policy, CORS, TLS, observability, and Kubernetes Gateway API support.
MCP Installer Serverby Anais Betts · submitted by oktofeesh1
MCP server that lets Claude install other MCP servers into Claude Desktop by writing MCP config entries for npm packages, uvx packages, or locally cloned Node-based MCP server projects.
Astro Repository Contributor Agent for Claudeby Astro · submitted by oktofeesh1
Source-backed Claude agent prompt for contributing to the official Astro monorepo using its AGENTS.md guidance, pnpm workspace commands, package-local testing, bgproc dev server management, agent-browser UI checks, and Astro docs sources.
Next.js Repository Contributor Agent for Claudeby Vercel · submitted by oktofeesh1
Source-backed Claude agent prompt for contributing to the official vercel/next.js monorepo using its AGENTS.md guidance, pnpm workspace commands, package-filtered builds, Turbopack and Rust boundaries, mode-specific tests, PR triage rules, and secrets-safety notes.
Source-backed specialist agent for designing and reviewing production OpenAI Agents SDK workflows, including agents, runners, tools, handoffs, guardrails, sessions, tracing, MCP integrations, sandbox agents, and deployment safety.
PreToolUse hook that scans proposed writes to prompt, agent, rule, markdown, and context files for common prompt-injection phrases before the content is saved into an AI-readable surface.
Archestra MCP Platformby archestra-ai · submitted by oktofeesh1
AGPL-licensed MCP-native platform with a private MCP registry, MCP gateway, Kubernetes MCP orchestrator, access control, credential resolution, observability, and deterministic tool guardrails for shared AI deployments.
Agent Skill from mcp-use for building production MCP servers and MCP Apps with tools, resources, prompts, widgets, authentication, deployment, inspector testing, and framework-specific guardrails.
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.