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SUMMARY

A curated list of 200+ production-grade, zero-dependency Python AI Agent skills & native Model Context Protocol (MCP) servers.

README.md

Awesome AI Agent Skills & Native MCP Servers 🚀

Awesome
Python 3.9+
License MIT
MCP Compatible
Zero Dependencies
Smithery Compatible

A curated, production-grade directory of 200+ pure Python (Zero `pip` Dependency) AI Agent skills and native Model Context Protocol (MCP) servers.

🌐 GenPark MCP Showcase • 📦 Smithery.ai Index • 📖 Anthropic MCP Specs • ⚡ Quickstart


🌟 Why GenPark AI Agent Skills?

Every skill in this index is engineered according to the GenPark Production Standard:

  • 🐍 Zero External pip Dependencies: 100% Python standard library (math, re, json, sys, time). Instant startup, zero package version hell.
  • 🔌 Native Model Context Protocol (MCP): Plugs directly into Cursor IDE, Claude Desktop, Windsurf, and Smithery.ai.
  • 🎯 100% Functional Parity: Deterministic mathematical models, spatial algorithms, and state machines instead of mocked placeholders.
  • 🌍 Enterprise Portability: Ready to run in serverless AWS Lambda, Docker, Kubernetes sidecars, or local dev machines.

🏗️ Global Architecture

graph TD
    User([👨‍💻 Developer / User]) --> Client[💻 Cursor / Claude Desktop / Windsurf / Smithery]
    Client -->|JSON-RPC 2.0 via stdio| MCP[⚡ GenPark Native MCP Servers]
    
    subgraph Skill_Categories["📚 GenPark Skill Domains"]
        MCP --> Voice["🎙️ Real-Time Voice & Streaming Audio"]
        MCP --> Doc["📄 Document AI & Financial/Legal Extraction"]
        MCP --> Personal["👤 Personal Agent Life OS & Attention"]
        MCP --> Memory["🧠 Long-Term Memory & GraphRAG"]
        MCP --> Vision["👁️ Vision & Computer Use Grounding"]
        MCP --> Sec["🛡️ Cybersecurity & Guardrails"]
        MCP --> Swarm["🐝 Multi-Agent Swarm Orchestration"]
        MCP --> SRE["⚙️ Reliability & Context Deduplication"]
    end

📑 Categorized Skill Directory

🎙️ 1. Real-Time Voice Agent & Full-Duplex Audio (Phase 246)

Low-latency voice-to-voice agent infrastructure for OpenAI Realtime API, LiveKit, ElevenLabs, and Cartesia.

Skill Name Description Python Client
genpark-voice-turn-taking-endpoint-detector-skill VAD & semantic turn-completion predictor distinguishing mid-thought hesitation from turn completion. VoiceTurnTakingEndpointDetector
genpark-audio-packet-jitter-resilience-buffer-skill RFC 3550 adaptive WebRTC jitter buffer with packet loss concealment (PLC) comfort frames. AudioPacketJitterResilienceBuffer
genpark-conversational-barge-in-interruption-arbitrator-skill Full-duplex barge-in arbitrator classifying echo leaks vs nods vs true interruption with context rollback. ConversationalBargeInArbitrator
genpark-low-latency-prosody-sentiment-modulator-skill Sub-millisecond SSML and cadence modulator injecting breathing micro-pauses and emotional prosody. LowLatencyProsodySentimentModulator
genpark-realtime-voice-agent-latency-telemetry-skill E2E voice pipeline profiler instrumenting VAD ➔ STT ➔ TTFT ➔ TTFB ➔ Playout milestones with P99 SLAs. RealtimeVoiceLatencyTelemetry

📄 2. Document AI & Complex Financial/Legal Extraction (Phase 247)

Extracting structured matrices, balance sheets, and cross-referenced contracts from unstructured documents.

Skill Name Description Python Client
genpark-hybrid-bounding-box-ocr-table-reconstructor-skill 2D bounding-box spatial clustering engine recovering multi-column layouts and Markdown tables. BoundingBoxTableReconstructor
genpark-complex-financial-formula-audit-validator-skill Mathematical accounting formula consistency auditor (Assets = Liab + Equity, cross-footing). FinancialFormulaAuditValidator
genpark-legal-clause-cross-reference-resolver-skill Contract dependency graph and defined-term resolver detecting circular drafting errors. LegalClauseCrossReferenceResolver
genpark-multimodal-chart-data-point-extractor-skill Chart coordinate calibration and tabular dataset recovery from visual bars and scatter points. MultimodalChartDataPointExtractor
genpark-document-redaction-pii-scrubber-skill High-speed PII sanitizer with Luhn credit-card verification, reversible salt hashing, and audit logs. DocumentRedactionPiiScrubber

👤 3. Personal AI Life OS & Executive Assistant (Phase 240 & 248)

Protecting human attention, building resilient habits, and minimizing decision fatigue.

Skill Name Description Python Client
genpark-personal-inbox-cognitive-triage-skill Cognitive triage classifying reading/reply effort (<2 min quick-hits vs deep focus slots). PersonalInboxCognitiveTriage
genpark-personal-habit-streak-anti-fragility-skill Anti-fragile habit engine with elastic micro-fallbacks and 48h grace recovery. PersonalHabitAntiFragilityEngine
genpark-personal-spending-impulse-friction-guard-skill Behavioral spending friction guard converting prices into net work-hour wage costs. PersonalSpendingImpulseGuard
genpark-personal-sleep-recovery-chronotype-coach-skill 90-min ultradian sleep cycle calculator with personalized caffeine and circadian light planning. PersonalSleepChronotypeCoach
genpark-personal-digital-hoarding-declutter-agent-skill Digital footprint decluttering agent classifying orphaned downloads and duplicate screenshots. PersonalDigitalHoardingDeclutter
genpark-personal-cognitive-load-balancer-skill Real-time working memory and multitasking cognitive load balancer. PersonalCognitiveLoadBalancer
genpark-personal-circadian-energy-scheduler-skill Ultradian energy curve task scheduler matching high-focus tasks to peak energy. PersonalCircadianEnergyScheduler
genpark-personal-subscription-zombie-killer-skill Automated recurring subscription usage monitor identifying zombie recurring charges. PersonalSubscriptionZombieKiller
genpark-personal-boundary-auto-negotiator-skill Asynchronous work-life boundary auto-responder protecting deep focus slots. PersonalBoundaryAutoNegotiator

🧠 4. Long-Term Memory & Continual Learning (Phase 245)

Stateful persistent memory, Ebbinghaus forgetting curves, and GraphRAG belief updating.

Skill Name Description Python Client
genpark-episodic-memory-consolidation-engine-skill Consolidates short-term multi-turn dialogue into high-density episodic knowledge nodes. EpisodicMemoryConsolidationEngine
genpark-memory-decay-forgetting-curve-auditor-skill Ebbinghaus mathematical decay auditor pruning stale facts while reinforcing accessed memory. MemoryDecayForgettingCurveAuditor
genpark-contradiction-detection-belief-updater-skill Resolves conflicting user statements and supersedes outdated beliefs with temporal audit trails. ContradictionDetectionBeliefUpdater
genpark-semantic-chunk-hierarchy-re-ranker-skill Re-ranks nested chunk hierarchies preserving parent-child context for dense retrieval. SemanticChunkHierarchyReRanker
genpark-continual-fewshot-exemplar-distiller-skill Distills high-performing user-agent interactions into dynamic few-shot exemplars. ContinualFewShotExemplarDistiller

👁️ 5. Vision Agent & Computer-Use (Phase 244)

Grounding LLM reasoning into visual screen coordinates and DOM element trees.

Skill Name Description Python Client
genpark-gui-screen-som-coordinate-mapper-skill Set-of-Marks (SoM) bounding-box to normalized OS click coordinate mapper. GuiScreenSomCoordinateMapper
genpark-multimodal-visual-hallucination-verifier-skill Cross-checks vision model output claims against visual pixel evidence. MultimodalVisualHallucinationVerifier
genpark-browser-dom-accessibility-tree-pruner-skill Prunes raw DOM trees down to semantic accessibility nodes to save LLM tokens. BrowserDomAccessibilityTreePruner
genpark-spatial-relationship-grounding-evaluator-skill Verifies directional relations (above, left-of, inside) between visual elements. SpatialRelationshipGroundingEvaluator
genpark-agent-action-trajectory-video-summarizer-skill Compresses multi-frame screen recording trajectories into keyframe checkpoints. AgentActionTrajectoryVideoSummarizer

🛡️ 6. Agentic Cybersecurity & Red-Teaming (Phase 243)

Protecting autonomous agents against prompt injection, unauthorized tool calls, and data leakage.

Skill Name Description Python Client
genpark-indirect-prompt-injection-sanitizer-skill Zero-dependency heuristic scanner neutralizing indirect prompt injection attacks. IndirectPromptInjectionSanitizer
genpark-agent-tool-permission-rbac-validator-skill Role-Based Access Control (RBAC) validator enforcing tool parameter schemas. AgentToolPermissionRbacValidator
genpark-covert-data-exfiltration-firewall-skill Egress firewall detecting steganographic encoding and DNS exfiltration. CovertDataExfiltrationFirewall
genpark-adversarial-prompt-jailbreak-detector-skill Multi-vector jailbreak detector neutralizing character-cipher and roleplay bypasses. AdversarialPromptJailbreakDetector
genpark-autonomous-honeypot-canary-sentinel-skill Injects synthetic canary credentials into agent context to detect rogue exfiltration. AutonomousHoneypotCanarySentinel

⚡ One-Click MCP Integration

1. Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "voice-turn-taking": {
      "command": "python",
      "args": ["/path/to/genpark-voice-turn-taking-endpoint-detector-skill/mcp_server.py"]
    },
    "table-reconstructor": {
      "command": "python",
      "args": ["/path/to/genpark-hybrid-bounding-box-ocr-table-reconstructor-skill/mcp_server.py"]
    },
    "inbox-triage": {
      "command": "python",
      "args": ["/path/to/genpark-personal-inbox-cognitive-triage-skill/mcp_server.py"]
    }
  }
}

2. Cursor IDE Integration

Navigate to Cursor Settings > Features > MCP > Add New MCP Server:

  • Type: command
  • Command: python path/to/skill/mcp_server.py

3. Smithery.ai CLI

npx -y @smithery/cli install @Alpha-Park/genpark-voice-turn-taking-endpoint-detector-skill

🤝 Contributing & Ecosystem Submission

We welcome submissions of production-grade, zero-dependency AI Agent skills. Please see CONTRIBUTING.md for criteria:

  1. 100% Python standard library only (no pip dependencies).
  2. Native mcp_server.py JSON-RPC 2.0 implementation.
  3. Test suite verifying deterministic execution.

Maintained with ❤️ by GenPark AI Engineering • Powering Next-Gen Autonomous AI Agents 🌍

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