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IDEAS FOR AGENTIC DEVELOPMENT

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Saved public GitHub discoveries, explained in 50 words. Explore what each project does and how it could help you build, coordinate or evaluate agents.

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Projects ordered by their latest saved GitHub star count. Counts describe public interest, not quality. Check the dates on each card.

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  • Tool integrationGitHub · Repository

    mcp-gateway

    HarrisonCN/mcp-gateway

    1 GitHub stars
    Checked 2026-10-08 UTC

    50-WORD AI EDITORIAL SUMMARY

    MCP Gateway routes and monitors MCP servers with authentication, rate limits, metrics and discovery. Potential use: Connect existing software capabilities to agent tools through explicit interfaces. This suggests an integration pattern; suitability depends on your tools and constraints. Before adoption, check permissions against your requirements in a small controlled test.

    Potential use

    Connect existing software capabilities to agent tools through explicit interfaces.

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    Publication date unavailableEditorial reviewed 2026-10-11

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  • Context & retrievalGitHub · Repository

    rag-systems-production

    Healthful-article791/rag-systems-production

    1 GitHub stars
    Checked 2026-10-08 UTC

    50-WORD AI EDITORIAL SUMMARY

    RAG Systems Production brings together document ingestion, vector search, model integration and monitoring. Potential use: Supply relevant context to agents while preserving provenance and access boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before adoption, check permissions against your requirements in a small controlled test.

    Potential use

    Supply relevant context to agents while preserving provenance and access boundaries.

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    Publication date unavailableEditorial reviewed 2026-10-11

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  • Runtime patternsGitHub · Repository

    claw-forge

    HellenAngeli/claw-forge

    1 GitHub stars
    Checked 2026-10-20 UTC

    50-WORD AI EDITORIAL SUMMARY

    Claw Forge provides a Rust harness platform incorporating retrieval-augmented agent workflows. Potential use: Study execution loops and state handling before designing an agent runtime. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions against your requirements in a small controlled test.

    Potential use

    Study execution loops and state handling before designing an agent runtime.

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    Publication date unavailableEditorial reviewed 2026-10-11

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  • Reference & discoveryGitHub · Repository

    workflow-toolbox

    home-dev-lab/workflow-toolbox

    1 GitHub stars
    Checked 2026-10-08 UTC

    50-WORD AI EDITORIAL SUMMARY

    Workflow Toolbox offers scaffolding and debugging patterns for Claude workflow skills in a research preview. Potential use: Compare documented approaches before choosing components for agent-assisted development. This suggests an integration pattern; suitability depends on your tools and constraints. Before adoption, check permissions against your requirements in a small controlled test.

    Potential use

    Compare documented approaches before choosing components for agent-assisted development.

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    Publication date unavailableEditorial reviewed 2026-10-11

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  • Evaluation & controlsGitHub · Repository

    clankdar

    hraness/clankdar

    1 GitHub stars
    Checked 2026-10-07 UTC

    50-WORD AI EDITORIAL SUMMARY

    Clankdar supplies agent puzzles with exact scoring and signed result receipts. Potential use: Use measured evidence to distinguish completed work from unsupported agent claims. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions against your requirements in a small controlled test.

    Potential use

    Use measured evidence to distinguish completed work from unsupported agent claims.

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    Publication date unavailableEditorial reviewed 2026-10-11

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  • Evaluation & controlsGitHub · Repository

    triage-kit

    ivanbao9783/triage-kit

    1 GitHub stars
    Checked 2026-10-17 UTC

    50-WORD AI EDITORIAL SUMMARY

    Triage Kit supports investigating failed agent cases and checking task quality in Harbor evaluations. Potential use: Use measured evidence to distinguish completed work from unsupported agent claims. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions using a small controlled test.

    Potential use

    Use measured evidence to distinguish completed work from unsupported agent claims.

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    Publication date unavailableEditorial reviewed 2026-10-11

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  • Applied workflowsGitHub · Repository

    deckyard

    jaapstronks/deckyard

    1 GitHub stars
    Checked 2026-10-08 UTC

    50-WORD AI EDITORIAL SUMMARY

    Deckyard supports creating, presenting, publishing and collaborating on presentations through self-hosted MCP tooling. Potential use: Study a concrete application pattern before adapting it to another workflow. This suggests an integration pattern; suitability depends on your tools and constraints. Before adoption, check permissions against your requirements in a small controlled test.

    Potential use

    Study a concrete application pattern before adapting it to another workflow.

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    Publication date unavailableEditorial reviewed 2026-10-11

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  • Reference & discoveryGitHub · Repository

    ai-101

    jason3e7/ai-101

    1 GitHub stars
    Checked 2026-10-20 UTC

    50-WORD AI EDITORIAL SUMMARY

    AI 101 collects practical guidance on coding assistants, context engineering, local models and agents. Potential use: Compare documented approaches before choosing components for agent-assisted development. This suggests an integration pattern; suitability depends on your tools and constraints. Before integrating it, check permissions against your requirements in a small controlled test.

    Potential use

    Compare documented approaches before choosing components for agent-assisted development.

    Read full summary →View source ↗
    Publication date unavailableEditorial reviewed 2026-10-11

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  • Evaluation & controlsGitHub · Repository

    recon-agent

    jellewillekes/recon-agent

    1 GitHub stars
    Checked 2026-10-07 UTC

    50-WORD AI EDITORIAL SUMMARY

    Recon Agent supplies an evaluation platform focused on financial-research agent tasks. Potential use: Use measured evidence to distinguish completed work from unsupported agent claims. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions against your requirements in a small controlled test.

    Potential use

    Use measured evidence to distinguish completed work from unsupported agent claims.

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    Publication date unavailableEditorial reviewed 2026-10-11

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  • Desktop executionGitHub · Repository

    ghost-os

    Judaca73/ghost-os

    1 GitHub stars
    Checked 2026-10-07 UTC

    50-WORD AI EDITORIAL SUMMARY

    Ghost OS exposes macOS application interaction, including clicking, form entry and messaging operations. Potential use: Connect operator tasking to tools while preserving permission boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions against your requirements in a small controlled test.

    Potential use

    Connect operator tasking to tools while preserving permission boundaries.

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    Publication date unavailableEditorial reviewed 2026-10-11

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  • Desktop executionGitHub · Repository

    sleight

    Land-o-Clusters/sleight

    1 GitHub stars
    Checked 2026-10-08 UTC

    50-WORD AI EDITORIAL SUMMARY

    Sleight supplies a computer-use engine for agents interacting with background macOS applications. Potential use: Connect operator tasking to tools while preserving permission boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check platform compatibility against your requirements in a small controlled test.

    Potential use

    Connect operator tasking to tools while preserving permission boundaries.

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    Publication date unavailableEditorial reviewed 2026-10-11

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  • Runtime patternsGitHub · Repository

    gokin-sdk

    Luiz184/gokin-sdk

    1 GitHub stars
    Checked 2026-10-07 UTC

    50-WORD AI EDITORIAL SUMMARY

    Gokin SDK supplies Go components for multi-agent planning, tool use and several hosted or local model providers. Potential use: Study execution loops and state handling before designing an agent runtime. This suggests an integration pattern; suitability depends on your tools and constraints. Before integrating it, check permissions against your requirements.

    Potential use

    Study execution loops and state handling before designing an agent runtime.

    Read full summary →View source ↗
    Publication date unavailableEditorial reviewed 2026-10-11

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