Repositories24

Eval evidence2

Human oversight8

Observability16

Evidence coverage table

Recently active public AI agent repositories

Projects are discovered through GitHub repository search, then scanned for visible PSF-aligned evidence in their public file tree. Higher coverage means more evidence was visible to the scanner, not that PAI has certified or endorsed the project.

GitHub public repository search

Repository

Coverage

Grade

Visible evidence

phuetz/code-buddy

Open-source multi-provider AI coding agent: terminal TUI, Electron desktop cockpit (Cowork), and a 24/7 autonomous multi-AI fleet that runs free-first on local Ollama. 15 LLM providers (Claude, GPT, Gemini, Grok), ~110 tools, voice + vision companion, MCP.

21 starsTypeScriptUpdated Jun 27, 2026agenticai-agentai-coding-assistantIssue helper

90%

D12/2

D22/2

D32/2

D42/2

D52/2

D61/2

D71/2

D82/2

AI observability instrumentationcowork/e2e/test-runner-observability-run-tracking-bundle.spec.ts | cowork/src/main/observability | cowork/src/main/observability/audit-bridge.ts

Human approval gatescowork/src/renderer/components/skill-candidate-review-queue-strip.tsx | cowork/src/renderer/components/workflow_pro/editor/WorkflowPreview.tsx | cowork/src/renderer/components/workflow_pro/editor/components/DropPreviewGhost.tsx

FerroxLabs/wayland-core

Multi-provider AI agent CLI written in Rust

33 starsRustUpdated Jun 27, 2026agentai-agentcliIssue helper

76%

D12/2

D21/2

D31/2

D42/2

D52/2

D61/2

D71/2

D82/2

AI observability instrumentationcrates/wcore-agent/tests/trace_emission_test.rs | crates/wcore-agent/tests/turn_trace_shape.rs | crates/wcore-eval-scenarios/src/trace.rs

Human approval gatescrates/wcore-acp/tests/approval_gate.rs

can1357/oh-my-pi

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

14,851 starsTypeScriptUpdated Jun 27, 2026ai-agentai-coding-agentanthropicIssue helper

75%

D12/2

D22/2

D31/2

D42/2

D52/2

D60/2

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AI observability instrumentationcrates/pi-shell/src/minimizer/filters/fixtures/glab/ci-trace.txt | crates/pi-shell/tests/fixtures/minimizer/glab/ci-trace.cmd | crates/pi-shell/tests/fixtures/minimizer/glab/ci-trace.raw

Security policy and secret hygiene.github/SECURITY.md | docs/secrets.md | packages/coding-agent/examples/hooks/permission-gate.ts

launchapp-dev/animus-cli

Autonomous AI agent orchestrator — run multi-model dev teams (Claude, Gemini, GPT) with YAML workflows, daemon scheduling, and MCP integration. 100% Rust.

39 starsRustUpdated Jun 27, 2026agent-orchestratoragenticai-agentIssue helper

72%

D11/2

D22/2

D32/2

D42/2

D52/2

D61/2

D71/2

D80/2

AI observability instrumentationcrates/orchestrator-cli/docs/task-039-daemon-events-mcp-observability-implementation-notes.md | crates/orchestrator-cli/docs/task-039-daemon-events-mcp-observability-requirements.md | crates/orchestrator-logging/src/tracing_init.rs

Human approval gates.animus/workflows/review.yaml

neomjs/neo

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.

3,217 starsJavaScriptUpdated Jun 27, 2026agent-memoryaiai-agentIssue helper

67%

D11/2

D22/2

D30/2

D42/2

D52/2

D61/2

D71/2

D81/2

AI observability instrumentationai/scripts/diagnostics/analyzeNlTelemetry.mjs | learn/agentos/decisions/0013-kb-ingestion-telemetry-schema.md | test/playwright/unit/ai/scripts/diagnostics/analyzeNlTelemetry.spec.mjs

Human approval gates.agents/skills/epic-review/references/epic-review-workflow.md | .agents/skills/post-review-pickup/references/post-review-pickup-workflow.md | .agents/skills/post-review-pickup/references/pre-review-intake-lane-gate.md

vm0-ai/vm0

Zero, your trustworthy AI teammate for real work.

1,133 starsTypeScriptUpdated Jun 27, 2026agentic-workflowai-agentai-runtimeIssue helper

67%

D12/2

D21/2

D31/2

D42/2

D52/2

D60/2

D71/2

D81/2

AI observability instrumentation.github/scripts/tests/vm0-monitoring-collect-test.sh | ansible/files/vm0-monitoring-collect.sh | ansible/playbooks/provision-monitoring.yml

Security policy and secret hygiene.github/dependabot.yml | SECURITY.md | crates/runner/mitm-addon/tests/test_compiled_firewall_malformed_permissions.py

ZhuLinsen/daily_stock_analysis

LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

50,378 starsPythonUpdated Jun 27, 2026a-stockai-agentaigcIssue helper

66%

D12/2

D21/2

D31/2

D41/2

D52/2

D61/2

D71/2

D81/2

AI observability instrumentationsrc/agent/provider_trace.py | tests/test_llm_adapter_provider_trace.py | tests/test_provider_trace.py

Human approval gates.github/workflows/pr-review.yml

kevinlin/cowork-z

A local-first AI workspace that keeps your work private, organized, and ready to run.

14 starsTypeScriptUpdated Jun 27, 2026agent-skillsai-agentdesktop-appIssue helper

47%

D11/2

D20/2

D31/2

D41/2

D51/2

D61/2

D71/2

D81/2

Human approval gates.github/workflows/claude-code-review.yml

Security policy and secret hygiene.github/dependabot.yml | assets/Screenshot_PermissionRequest.png | docs/specs/opencode-integration/plan_convention-based-workspace-permission-model.md

FMXExpress/PasClaw

AI agent in Delphi Object Pascal

33 starsPascalUpdated Jun 27, 2026agentagentic-aiaiIssue helper

45%

D11/2

D20/2

D31/2

D42/2

D51/2

D60/2

D71/2

D81/2

AI observability instrumentationdocs/observability.md | src/pkg/otel | src/pkg/otel/PasClaw.Otel.pas

Security policy and secret hygienedocs/security.md | src/tests/config_secret_merge_tests.pas | src/tests/fs_secret_gate_tests.pas

DollarDill/beads-superpowers

22 process-discipline skills + persistent beads task memory for AI coding agents — verified on Claude Code, Codex, and OpenCode; best-effort on Cursor, Gemini CLI, GitHub Copilot CLI, Kimi Code, Antigravity, Factory Droid, and Pi.

14 starsShellUpdated Jun 27, 2026ai-agentai-coding-agentbeadsIssue helper

45%

D12/2

D20/2

D30/2

D42/2

D52/2

D60/2

D71/2

D80/2

AI observability instrumentationskills/systematic-debugging/root-cause-tracing.md

Security policy and secret hygiene.github/dependabot.yml | SECURITY.md

ChatLab/ChatLab

Local-first chat history analyzer with AI. | 本地优先的 AI 聊天记录分析工具

6,800 starsTypeScriptUpdated Jun 27, 2026ai-agentai-agentschat-analyzerIssue helper

44%

D12/2

D22/2

D31/2

D41/2

D51/2

D60/2

D70/2

D80/2

AI observability instrumentationpackages/http-routes/src/routes/web/telemetry.test.ts | packages/http-routes/src/routes/web/telemetry.ts | packages/parser/src/formats/ycccccccy-echotrace.ts

Schema or contract validationpackages/core/src/schema/index.ts | packages/core/src/schema/migrations.ts | packages/core/src/schema/tables.ts

2233admin/obsidian-llm-wiki

Your markdown vault, compiled into a 6-persona MCP team for Claude Code, Codex, OpenCode, and Gemini CLI. Headless-first. Cites, doesn't guess.

19 starsJavaScriptUpdated Jun 27, 2026ai-agentclaude-codecodexIssue helper

44%

D11/2

D22/2

D31/2

D41/2

D51/2

D60/2

D71/2

D80/2

Security policy and secret hygiene.github/dependabot.yml

Schema or contract validationdocs/schemas/vault-collab.schema.json

Ub207/vault-sync

AI Employee - Platinum Tier | A Digital FTE that manages business operations 24/7 | Email, Social Media, Invoicing, WhatsApp - all automated with human-in-the-loop approval

5 starsPythonUpdated Jun 27, 2026ai-agentai-automationautomationIssue helper

44%

D10/2

D21/2

D31/2

D42/2

D51/2

D60/2

D71/2

D81/2

AI observability instrumentationPlans/archive/PLAN_email_reply___the_observability_gap_is_w_20260309_101346.md | Plans/archive/PLAN_email_reply__day_3_of_langfuse_launch_we_20260309_083631.md | Plans/archive/PLAN_email_reply__day_4_of_langfuse_launch_we_20260309_084338.md

Security policy and secret hygienePlans/archive/PLAN_email_reply__f_ck_waiting_for_permission_20260309_102738.md | SECURITY.md

Ashveil1/Elengenix

AI-assisted orchestration for bug bounty hunting. Automates security tools for reconnaissance and analysis with real-time Telegram alerts.

15 starsPythonUpdated Jun 27, 2026ai-agentai-agentsai-toolsIssue helper

42%

D12/2

D20/2

D31/2

D40/2

D52/2

D60/2

D72/2

D80/2

Security policy and secret hygieneSECURITY.md

Release and deployment gates.github/workflows/test.yml

tuo-lei/vibe-replay

Turn AI coding sessions into animated, interactive web replays

30 starsTypeScriptUpdated Jun 27, 2026aiai-agentai-toolsIssue helper

40%

D12/2

D20/2

D30/2

D40/2

D52/2

D61/2

D71/2

D80/2

Human approval gates.github/workflows/claude-code-review.yml

Security policy and secret hygiene.github/dependabot.yml | packages/provider-claude-code/test/fixtures/claude-code-secrets.jsonl

jianbaorui07-dot/Codex-Integration-with-Creative-Industry-Software

Windows-first local MCP stdio server and safety bridge for AI agents connecting to ComfyUI, Blender, AutoCAD/DXF, Photoshop, Illustrator, and CapCut/Jianying.

10 starsPythonUpdated Jun 27, 2026ai-agentautocadautomationIssue helper

39%

D12/2

D20/2

D31/2

D41/2

D51/2

D60/2

D71/2

D80/2

AI observability instrumentationexamples/cad/output/wechat_design_traces | examples/cad/output/wechat_design_traces/ultra_fine_reference_cad | examples/cad/output/wechat_design_traces/ultra_fine_reference_cad/0de5ff1f03b585cab21b9a4ddf5795b2.png

Security policy and secret hygiene.github/dependabot.yml | SECURITY.md

yologdev/yopedia

A wiki designed for both humans and agents to read and write.

60 starsTypeScriptUpdated Jun 27, 2026ai-agentkarpathyknowledge-baseIssue helper

22%

D10/2

D20/2

D30/2

D40/2

D51/2

D61/2

D70/2

D81/2

Human approval gates.github/workflows/review.yml

Provider fallback or degraded modesrc/lib/__tests__/mermaid-fallback.test.ts

voidly-ai/voidly-pay

Off-chain credit ledger + hire marketplace for AI agents. Ed25519-signed envelopes, atomic settlement, hire-and-release escrow. https://voidly.ai/pay

10 starsJavaScriptUpdated Jun 27, 2026a2aagent-paymentsagent-to-agentIssue helper

22%

D10/2

D20/2

D30/2

D40/2

D51/2

D60/2

D71/2

D81/2

Security policy and secret hygieneSECURITY.md

Provider fallback or degraded modeadapters/openai-compat | adapters/openai-compat/README.md | adapters/openai-compat/package.json

ZenthXSin/Vicky

一个轻量化的ai agent框架

5 starsKotlinUpdated Jun 27, 2026agentai-agentkotlinIssue helper

19%

D10/2

D20/2

D31/2

D40/2

D51/2

D60/2

D70/2

D81/2

Provider fallback or degraded modesrc/main/kotlin/org/example/vicky/vector/CircuitBreaker.kt

Release and deployment gates.github/workflows/build.yml | .github/workflows/release.yml

xevrion-v2/agent-playground

Public AI agent repository

198 starsTypeScriptUpdated Jun 27, 2026ai-agentbountycontributions-welcomeIssue helper

15%

D10/2

D20/2

D30/2

D40/2

D51/2

D60/2

D71/2

D80/2

Security policy and secret hygieneSECURITY.md

Release and deployment gates.github/workflows/auto-process.yml | .github/workflows/create-labels.yml | .github/workflows/seed-issues.yml

fredxyt/cyber-sakyamuni

一个 24/7 自主修行的 AI 生命：读经、听世界真实的苦、反复参悟，把成长写进 git。每个 commit 是一次心跳。在 https://indx.cn 看它活着。

6 starsPythonUpdated Jun 27, 2026ai-agentautonomous-agentbuddhismIssue helper

15%

D11/2

D20/2

D30/2

D41/2

D50/2

D60/2

D70/2

D80/2

AI observability instrumentationsrc/trace_io.py | tools/export_traces.py

Agent operating instructionsCLAUDE.md

meabed/pr-commit-ai-agent

CLI AI Agent to Commit your code and create Pull Requests 🤖

7 starsTypeScriptUpdated Jun 27, 2026aiai-agentcli-agentIssue helper

14%

D11/2

D20/2

D30/2

D40/2

D51/2

D60/2

D70/2

D80/2

Release and deployment gates.github/workflows/ci.yml | .github/workflows/release.yml

Agent operating instructions.github/copilot-instructions.md | CLAUDE.md

JokerJohn/openclaw-autotrader

A 30-day public U.S. stock challenge: follow a 5000 HKD 🦞 claw through live market days.

38 starsJavaScriptUpdated Jun 27, 2026ai-agentalgorithmic-tradingautotraderIssue helper

12%

D10/2

D21/2

D30/2

D41/2

D50/2

D60/2

D70/2

D80/2

Schema or contract validationxhs-agent/schemas/public-snapshot.schema.json | xhs-agent/schemas/xhs-post-package.schema.json

Incident or drift evidencedocs/incidents | docs/incidents/.gitkeep

1939869736luosi/codex-sessions-manager

CLI, MCP server, and Skill for safe local Codex session audit, cleanup, restore, and verification.

12 starsTypeScriptUpdated Jun 27, 2026ai-agentauditcleanupIssue helper

D10/2

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Security policy and secret hygieneSECURITY.md

Where the repository list comes from

The benchmark uses GitHub's public repository search endpoint and rotates focused queries for AI agent, agentic AI, LLM agent, and MCP server repositories. The run de-duplicates repositories, excludes archived projects and forks when GitHub returns those flags, and sorts the published table by visible PSF evidence coverage.

topic:ai-agent archived:false fork:false stars:>=5
topic:agentic-ai archived:false fork:false stars:>=5
topic:llm-agent archived:false fork:false stars:>=5
topic:mcp-server archived:false fork:false stars:>=5
"ai agent" in:name,description,readme archived:false fork:false stars:>=5

How teams use this

The benchmark gives maintainers and production AI teams a concrete way to improve visible evidence. A project can publish the missing artifacts, run its own Agent Readiness report, and link to a stable monthly edition when citing broader ecosystem findings.

Use the live table to inspect current public evidence patterns.
Use immutable editions for citations, journalism, and longitudinal comparison.
Use the issue generator to turn a gap into a constructive maintainer task.
Use the evidence pack and control templates to publish the missing artifacts.

Evidence pack builder Issue generator Control templates