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An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, and verification before completion.

Evidence-backed lookup for big-repo PR contributions. Local-only, zero-runtime, stdlib-first. Renamed from `prgenius` to avoid PyPI name collision with an unrelated 2024 GPT-3 PR-description tool. Distribution renamed again in v0.7.8: `prgenius-kb` → `prgenius-core` (aligned with `misakanet-core` convention).

Multi-agent orchestration backend — FSM pipeline, workflow engine, and agent bus on one substrate

LangChain tool for PayPack: AI Agent autonomous payments (HTTP 402, x402, AP2)

A general-purpose Python framework for building LLM agents and multi-agent systems, with tools, memory, retrieval / RAG, context engineering, guardrails, human-in-the-loop, and observability.

Local-first memory + knowledge layer for AI agents.

CHP capability adapter — local LLM inference via Ollama (primary) or llama.cpp (fallback)

本地 RAG 智能体 — 基于嵌入向量路由的多知识库问答系统

LangChain tools for querying Uniswap V2 pools: swap quotes, liquidity previews, and LP balances across any EVM chain.

Evaluate, benchmark, and A/B-test AI coding agents (Claude Code, Codex, Gemini/Antigravity) with sandboxed, reproducible YAML task suites.

AI Space: agent-collaborations/gemma-collab-lessons

Advanced AI Agent node for n8n with output validation (code checkers + AI validator), automatic retries with error feedback, required-tool-call enforcement, and structured JSON output via a formatter model

n8n community node for the AI Voice Agent from SuperHippo — create leads, trigger calls, and react to call outcomes.

Ory Agent Security for the Microsoft Agent Framework — per-tool authorization, tracing, and identity propagation via function middleware. Built on ory-argus.

n8n community node for Clinicorp (dental & clinic management SaaS): estimates, patients, appointments, financial, payments, sales, procedures, professionals, clinics, CRM leads, analytics and more. Usable as an AI Agent tool.

Record-replay debugger for AI agent runs

Multi-agent LLM communication system with ensemble orchestration

Infer a Google Maps reviewer home region and footprint from their review history. Apify-backed n8n community node, pay-per-result, and usable as an AI agent tool.

AI Harness Doctor — audit, consolidate & guard your repo's AI agent configs (AGENTS.md, CLAUDE.md, .cursorrules, ...) with a checkup→treat→follow-up→efficacy pipeline

Thin multi-language runtime for litedbmodel v2 SCP §8 bundles (Python port). Interprets the published SqlBundle (sql + fragment tree + Expression-IR param slots + transaction plan, dialect-tagged) and executes it against a SQL driver — semantics-identical to the TS reference. Delegates Expression-IR evaluation to behavior-contracts.