
doobidoo/mcp-memory-serviceOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Python · HTML · JavaScript★ 2,016↓ 8,649/月2026年10月15日
Python · HTML★ 1,859↓ 4,158/月2026年9月5日
Python★ 155↓ 2,902/月2026年8月25日

Atmosphere/atmospherePortable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3. Speaks MCP, A2A, and AG-UI.
Java★ 3,810↓ 74.7K/月2026年9月12日

mohitagw15856/pm-claude-skills1255 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — PRDs, postmortems, leases, medical bills, layoffs, go-bags, new countries. Plain markdown, MIT, in Anthropic's plugin directory. Plus a typed decision layer: which skill, is it safe, ship or slip. Free in-browser or npx pm-claude-skills add.
HTML · JavaScript · Python★ 1,471↓ 15.5K/月2026年10月20日

hidai25/eval-viewRegression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.
Python★ 134↓ 2,093/月2026年9月13日

sattyamjjain/agent-airlockA type-checker and contract layer for AI agent tool calls, deny-by-default, in-process, Pydantic-only. Strict argument validation, ghost-argument stripping, and self-healing retries for MCP servers and agent frameworks.
Python★ 15↓ 3,569/月2026年9月18日

rhein1/agoragentic-integrationsPublic adapters and discovery catalog for Triptych OS (Agent OS): agent frameworks, MCP/A2A/x402 protocols, workflows, wallets, SDKs, and examples for execute-first routing, governed handoffs, and receipt-aware agent commerce.
JavaScript · Python★ 39↓ 59/月2026年9月16日

sseshachala/conductaiRuntime governance for AI agents. Allow, warn, or block every model and tool call before it commits. Hash-chained audit for every decision. Compliance packs for SOC 2, HIPAA, PCI DSS, EU AI Act, SR 11-7, and FDA CSA. Apache 2.0.
Python · TypeScript★ 32↓ 4,478/月2026年10月21日

Noveum/noveum-traceA high-performance, OpenTelemetry-compliant tracing SDK designed specifically for Large Language Model (LLM) applications and AI workloads.
Python★ 15↓ 17.3K/月2026年10月8日

AgentOps-AI/agentopsPython SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI
Python · TypeScript★ 5,801↓ 248.9K/月2026年8月28日

Cogensec/agentegrityThe open standard for AI agent integrity. Evaluate, enforce, and prove that autonomous agents are adversarially coherent, environmentally portable, and verifiably assured.
Python · TypeScript★ 3↓ 156/月2026年9月18日

Mandark-droid/genai_otel_instrumentGenAI OpenTelemetry Auto-Instrumentation Library A comprehensive wrapper for automatic instrumentation of LLM/GenAI applications Supports all major LLM providers and MCP (Model Context Protocol) tool calls
Python★ 3↓ 1,768/月2026年10月21日

ShekharBhardwaj/AgenticLedgerLocal-first flight recorder for AI agents: every LLM call, tool call, cost, and loop captured by a transparent proxy. Zero code changes.
Python · TypeScript★ 5↓ 4,061/月2026年8月23日
TypeScript · Python · JavaScript★ 0↓ 1,655/月2026年9月26日
Python★ 4↓ 2,468/月2026年9月15日
Python★ 64↓ 250/月2026年9月9日

memoturn/memoturnOpen-source AI engineering platform — LLM observability, evals, metrics, prompt management, playground, and datasets. OpenTelemetry-native, self-hostable. Because "it worked when I tried it" is not an eval.
TypeScript★ 1↓ 646/月2026年10月3日
TypeScript★ 38↓ 543.1K/月2026年9月14日
Python★ 48↓ 1,793/月2026年9月10日

domondi1/inferrailSelf-hosted OpenAI/Anthropic-compatible gateway: give each AI agent run a dollar budget, enforced before the provider, with a payload-free per-run cost record.
Python★ 0↓ 4,824/月2026年10月5日

mycelium-labs/myceliumRuntime failure prevention for AI agents. Prevents predictable failures before they reach the execution layer
Python★ 26↓ 3,627/月2026年9月15日

Secure-Vector/securevector-ai-threat-monitorSecurity & Observability for AI Agents — audit every tool call, enforce allow/block policies, catch prompt injection and data leaks. Local-first; works with Claude Code, Codex, Copilot CLI, OpenClaw, LangChain, and all major LLM APIs.
Python · JavaScript★ 142026年9月9日

HeadyZhang/agent-auditStatic security scanner for LLM agents — prompt injection, MCP config auditing, taint analysis. 51 rules mapped to OWASP Agentic Top 10 (2026). Works with LangChain, CrewAI, AutoGen.
Python★ 230↓ 3,609/月2026年9月18日
Python★ 1↓ 2,787/月2026年9月14日

rhgs/crewai-goOrchestration of autonomous, collaborative AI agents in Go — an idiomatic Go port of CrewAI.
Go★ 132026年10月18日

Goldentrii/AgentRecall-XCorrection-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
JavaScript · TypeScript · HTML★ 371↓ 6,570/月2026年9月10日

bullpeng72/Agent-Evaluator LLM agent evaluation framework with 7 Harness Gates (A–G) and 58 metrics. Supports LangChain, CrewAI, AutoGen, DSPy, PydanticAI. Native LLM-as-Judge, OTEL tracing, FastAPI dashboard.
Python · Jinja★ 1↓ 1,305/月2026年10月18日

veldtlabs/veldt-kyaRuntime control, security, and governance for AI agents — decide what an agent may do at the moment it acts, revoke that authority instantly, and keep tamper-evident evidence of every decision.
Python★ 3↓ 5,683/月2026年9月8日
Python · TypeScript · HTML★ 1↓ 2,738/月2026年9月27日