Topics / #ai-governance
AI governance projects on GitHub
Policies and tooling for responsible AI oversight
As of , the most-starred AI governance projects on GitHub are paperclip (104K stars), iFixAi (29.2K stars) and mlflow (28.4K stars). GitHub.Locker tracks 14 AI governance repositories with 212.4K stars combined. The fastest-growing on October 17 was paperclip, with +507 stars in a day.
Hot right now
Most stars gained in a day · Oct 17
+507paperclip
paperclipai/paperclip · ★ 104KPaperclip is an open-source Node.js server and React UI for orchestrating a whole team of AI agents to run a business — assigning goals, tracking work, and managing costs from one dashboard instead of babysitting individual agent sessions.
+380iFixAi
ifixai-ai/iFixAi · ★ 29.2KiFixAi is an independent auditing tool for AI agents: it runs a diagnostic suite against your agent and answers the core question — is the agent doing the job it is supposed to do — with an A-F grade in under 120 seconds.
+32bifrost
maximhq/bifrost · ★ 8.9KAn open-source, high-performance AI gateway that unifies 23+ LLM providers behind a single OpenAI-compatible API, with automatic failover, load balancing, semantic caching, and budget controls built in.
+20semantica
semantica-agi/semantica · ★ 14.1KSemantica is an open-source, graph-native infrastructure layer that ingests enterprise data and builds a structured Context Graph and knowledge graph with deterministic reasoning, ontology governance, and full decision provenance, so AI systems can be explained and audited instead of treated as black boxes.
The all-time top
14 projects · by stars
- 104K
#1 · paperclipai/paperclippaperclip
Paperclip is an open-source Node.js server and React UI for orchestrating a whole team of AI agents to run a business — assigning goals, tracking work, and managing costs from one dashboard instead of babysitting individual agent sessions.
- 29.2K
#2 · ifixai-ai/iFixAiiFixAi
iFixAi is an independent auditing tool for AI agents: it runs a diagnostic suite against your agent and answers the core question — is the agent doing the job it is supposed to do — with an A-F grade in under 120 seconds.
- 28.4K
#3 · mlflow/mlflow
mlflow
MLflow is an open source AI engineering platform for agents, LLM apps, and classic ML models: one place to trace, evaluate, monitor, and optimize production AI while controlling costs. It is widely adopted, with over 60 million monthly downloads.
- 4

semantica
14.1Ksemantica-agi/semantica · PythonSemantica is an open-source, graph-native infrastructure layer that ingests enterprise data and builds a structured Context Graph and knowledge graph with deterministic reasoning, ontology governance, and full decision provenance, so AI systems can be explained and audited instead of treated as black boxes.
- 5

claude-for-legal
9.7Kanthropics/claude-for-legal · PythonClaude for Legal is Anthropic's suite of Claude plugins — reference agents, skills, and data connectors — for common legal workflows across in-house, firm, and legal-education practice areas such as commercial, privacy, product, corporate, employment, litigation, regulatory, AI governance, and IP.
- 6

bifrost
8.9Kmaximhq/bifrost · GoAn open-source, high-performance AI gateway that unifies 23+ LLM providers behind a single OpenAI-compatible API, with automatic failover, load balancing, semantic caching, and budget controls built in.
- 7
open-multi-agent
7Kopen-multi-agent/open-multi-agent · TypeScriptopen-multi-agent (OMA) is a self-hosted TypeScript framework for orchestrating teams of AI agents: a coordinator turns a single goal into a task DAG at runtime, a deterministic scheduler executes it, and every run stays inspectable, approvable, and replayable.
- 8
skillhub
5.2Kiflytek/skillhub · JavaSkillHub is a self-hosted, open-source agent skill registry that lets enterprises publish, version, and govern reusable agent skill packages behind their own firewall.
- 9

lean-ctx
3.9Kyvgude/lean-ctx · RustLeanCTX is a 'Context Gateway' that runs locally alongside your AI coding agent, deciding what context the model actually sees, compressing it, and tracking the cost and outcome of that work.
- 10
agent-safe-pipeline
688decionis/agent-safe-pipeline · TypeScriptAgent-Safe Pipeline is a reference implementation of an 'Execution Authority' architecture that sits between AI agents or APIs and consequential HTTP actions: it intercepts the action, asks Decionis whether it is authorized, and only forwards it if a single-use grant is issued, otherwise holding it for a human or refusing it, with every decision leaving tamper-evident evidence.
- 11

enterprise-system-design
643DrHazemAli/enterprise-system-designThis is a source-grounded engineering course and architectural reference for designing enterprise systems that survive real traffic, partial failure, security review, and changing requirements, covering distributed systems, AI workloads, cybersecurity, reliability, cloud, HPC, and edge infrastructure built on Azure.
- 12

ksor
230panaversity/ksor · TypeScriptKSoR is an open-source framework/SDK for building a single governed, authoritative knowledge record that both humans and AI agents read from, so agents stop improvising on scattered or conflicting information. It targets both enterprises (policies, procedures) and education institutions (curricula, grading rules).
- 13
geiger
167Atomburstofficial/geiger · JavaScriptGeiger is a read-only scanner for AI tooling: one command inventories every AI agent, harness, MCP server, plugin and AI extension on a machine and says in plain language what each one can touch.
- 14

docker
165decionis/docker · GoDecionis for Docker is an execution-authority layer for AI agents: before an agent performs a sensitive action like deploying infrastructure or calling a privileged MCP tool, it checks a deterministic policy and returns PROCEED, HOLD, or BLOCK.
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