Sandbox, Security & Governance tools for MCP

41 projects · 38 with stars to rank by · 20,697 combined stars · snapshot 2026-11-01

Isolation, permissions, approval gates, guardrails, compliance and audit — plus the security agents that attack and defend.

Speaks the Model Context Protocol — as a server, as a client, or as a gateway between.

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Runs on: Windows WSL2 macOS Linux Docker

#ShotProject StarsPlugs into What it doesLang / licence / push
1nononolabs-ai/nono4,792
found by search
MCP
agent runtime security - zero trust, zero setup, zero latency agent sandboxing
brew install nono
Rust
Apache-2.0
2026-10-31
2OneCLIonecli/onecli3,612
2 lists
MCP
Open-source credential vault for AI agents. A Rust HTTP gateway intercepts agent requests and injects API credentials transparently, so agents never handle raw keys. Supports per-agent scoped tokens and AES-256-GCM encryption at rest
helm install onecli oci://ghcr.io/onecli/charts/onecli
TypeScript
Apache-2.0
2026-10-31
3Agent Scansnyk/agent-scan3,194
1 list
MCP
Snyk's scanner for local agent supply chains, covering MCP servers and skills with checks for prompt injection, tool poisoning, toxic flows, and malware-laced skill files
uvx [email protected]
Python
Apache-2.0
2026-10-30
4ADRuber/ADR2,090
found by search
MCP
ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.
git clone https://github.com/uber/ADR
Python
Apache-2.0
2026-10-31
5AgentShieldaffaan-m/agentshield1,345
1 list
Claude CodeClaude / AnthropicMCP
Security scanner for AI agent configurations that detects hardcoded secrets, permission misconfigurations, hook injection, risky MCP servers, and prompt-injection vectors in Claude Code setups. Worth including because it turns harness security from a post-hoc audit into a pre-commit gate, surfacing configuration-level vulnerabilities before the agent runs
npm install -g ecc-agentshield
TypeScript
MIT
2026-10-18
6CybermesZyrexnn/Cybermes986
found by search
MCP
Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
npm install -g cybermes-mcp
Python
Apache-2.0
2026-10-31
7Open AgentTh0rgal/orb696
2 lists
Claude CodeClaude / AnthropicopencodeMCP
Self-hosted control plane for Claude Code with isolated container workspaces and real-time mission streaming
git clone https://github.com/Th0rgal/openagent.git
Rust
—
2026-11-01
8AegisJustin0504/Aegis526
1 list
Claude / AnthropicMCPLangChain / LangGraph
Pre-execution firewall that intercepts, classifies, and blocks agent tool calls before they execute, with a compliance cockpit for real-time monitoring, human-in-the-loop approvals, and a tamper-evident audit trail. The zero-code-change integration makes runtime policy enforcement practical for existing agent deployments
pip install agentguard-aegis
TypeScript
MIT
2026-10-31
9Cordumcordum-io/cordum510
5 lists
MCP
Cordum (cordum.io) is a platform-only control plane for autonomous AI Agents and external workers. It uses NATS for the bus, Redis for state and payload pointers, and CAP v2 wire contracts for jobs, results, and heartbeats. Workers and product packs live outside this repo.Core cordum
helm install cordum oci://ghcr.io/cordum-io/cordum/charts/cordum \
Go
—
2026-10-28
10Immunity AgentPrismorSec/prismor470
1 list
Claude / AnthropicMCPCodex / OpenAILangChain / LangGraph
Security-focused AI agent runtime for scanning prompt injection, MCP risks, unsafe package installs, and dangerous agent actions before execution
pip install prismor
Python
Apache-2.0
2026-11-01
11aifwsecuretron-gh/aifw454
found by search
MCP
AI Agent Identity and Access Management and Inference Firewall
docker run -d --name aifw-gateway -p 8080:80 \
Python
—
2026-10-24
12ATR (Agent Threat Rules)Agent-Threat-Rule/agent-threat-rules422
1 list
MCP
108 open-source regex detection rules for AI agent threats (prompt injection, tool poisoning, credential exfiltration, skill compromise). <1ms per scan. Adopted by Cisco AI Defense
npm install -g agent-threat-rules
TypeScript
MIT
2026-11-01
13AgentSealgetagentseal/agentseal380
1 list
MCP
"Open-source scanner that runs 150 attack probes to test AI agents for prompt injection and extraction vulnerabilities."
pip install agentseal # or: npm install agentseal
Python
—
2026-06-11
14Node9node9-ai/node9-proxy223
2 lists
Claude CodeClaude / AnthropicMCPCodex / OpenAIGemini / GoogleCursor
Security and governance layer that checks every tool call from coding agents and MCP servers before it runs: credential jail, secret and PII detection, human approval for risky actions, MCP tool definition pinning, SHA-256 pinning of installed skills and plugins, and one audit record across agents
npm install -g node9-ai # any platform
TypeScript
Apache-2.0
2026-11-01
15repo-forensicsalexgreensh/repo-forensics202
1 list
Claude / AnthropicMCP
Offline security scanner for AI-agent repos, skills, plugins, and MCP servers; detects prompt injection, credential theft, and manifest drift
uses: alexgreensh/repo-forensics@main # in .github/workflows/*.yml
Python
—
2026-11-01
16StackOne DefenderStackOneHQ/defender129
1 list
MCP
Open-source indirect prompt injection defense for agents: 22MB CPU-only model, ~4ms latency, 89% balanced accuracy. Inspects tool results before they enter the LLM context window, turning untrusted MCP/CLI/function-call output into a harness-sanitized boundary rather than a prompt-level gamble
git clone https://github.com/stackoneHQ/defender.git
TypeScript
Apache-2.0
2026-10-28
17DeepBlueDynamics/gnosis-containerDeepBlueDynamics/gnosis-container112
1 list
MCPCodex / OpenAI
Codex CLI in Docker with 275+ MCP tools, cron/file-watcher/webhook triggers, multi-model support
git clone https://github.com/DeepBlueDynamics/gnosis-container.git
Python
—
2026-02-26
18Aguaragaragon/aguara94
1 list
MCP
A static security scanner for AI agent skills and MCP server configurations. Detects prompt injection, credential leaks, data exfiltration, and supply-chain attacks with 173 built-in rules, 4 analysis layers, and remediation guidance
go install github.com/garagon/aguara/cmd/[email protected]
Go
Apache-2.0
2026-11-01
19Brood Boxstacklok/brood-box79
6 lists
Claude CodeClaude / AnthropicopencodeMCPCodex / OpenAI
Run AI coding agents (Claude Code, Codex, OpenCode) inside hardware-isolated microVMs with snapshot isolation, egress control, and MCP authorization
git clone https://github.com/stacklok/brood-box.git
Go
Apache-2.0
2026-10-30
20mcpguard-dynamicmeta/mcpguard-dynamic75
1 list
MCP
Meta's kernel-level eBPF sandbox for MCP tool calls: a transparent proxy that enforces capability policies through a policy engine, argument validator, and BPF LSM hooks (file, network, process, fork), so a compromised or malicious MCP server cannot bypass restrictions at the application layer. Includes a 14-server, 82-case benchmark showing the full defense stack achieves 68.9% attack prevention
git clone https://github.com/facebook/mcpguard-dynamic.git
C
MIT
2026-10-06
21PIC Standardpic-standard/pic-standard69
1 list
MCPLangChain / LangGraph
Local-first standard and reference verifier that checks agent intent, provenance, and evidence at the action boundary and fails closed before high-impact tool calls; Python CLI, MCP/LangGraph/OpenClaw integrations, HTTP bridge, and a language-agnostic conformance suite
git clone https://github.com/pic-standard/pic-standard.git
Python
Apache-2.0
2026-10-28
22Armorer GuardArmorerLabs/Armorer-Guard45
1 list
MCPLangChain / LangGraph
Local Rust scanner for AI-agent prompt injection, credential redaction, sensitive-data requests, exfiltration-style text, and dangerous tool-call context
git clone https://github.com/ArmorerLabs/Armorer-Guard.git
Python
MIT
2026-10-24
23skillfortifyqualixar/skillfortify40
1 list
Claude CodeClaude / AnthropicMCPLangChain / LangGraph
External: Formal verification scanner for AI agent skills (including Claude Code skills + MCP servers). 100% precision on 540-skill benchmark. ASBOM generation. arXiv:2603.00195
pip install skillfortify
Python
—
2026-10-02
24AVE (Agentic Vulnerability Enumeration)aveproject/ave24
1 list
MCP
Open standard and behavioral vulnerability taxonomy for agentic AI components (MCP servers, agent skills, LLM plugins), stable IDs scored with OWASP's AIVSS framework
git clone https://github.com/aveproject/ave.git
Python
Apache-2.0
2026-10-31
25trentclawtrnt-ai/trent-openclaw-security-assessment24
1 list
MCP
Security assessment skill for OpenClaw environments: scans gateway config, skill permissions, MCP trust boundaries, and plugins, and correlates them into chained attack paths with severity-ranked remediation steps
git clone https://github.com/trnt-ai/trent-openclaw-security-assessment.git
Python
Apache-2.0
2026-10-19
26compassdshakes/compass21
1 list
Claude CodeClaude / AnthropicMCPCodex / OpenAIGemini / Google
by dshakes - Developer-grade Claude Code + Codex configuration: cost-tiered subagents, workflow commands, guardrail hooks, MCP parity, and an installable plugin/marketplace
brew install dshakes/tap/compass # latest release · --HEAD to track main
Shell
MIT
2026-10-31
27agent-airlocksattyamjjain/agent-airlock17
1 list
MCPCodex / OpenAILangChain / LangGraph
Deny-by-default contract layer for agent tool calls that adds Pydantic strict validation, ghost-argument stripping and retryable fix hints through one decorator, for any agent framework or MCP server
pip install "agent-airlock>=0.10.3"
Python
Apache-2.0
2026-11-01
28SkillTotalpezhik/skilltotal16
1 list
Claude CodeClaude / AnthropicMCP
Static, offline scanner for AI components (MCP servers, agent skills, npm/PyPI packages, repos): supply-chain risk, dangerous capabilities, prompt-injection, exfiltration; deterministic, evidence-anchored, SARIF + pre-commit/GitHub Action
npx -y [email protected] -- skilltotal scan https://github.com/owner/repo
Python
Apache-2.0
2026-11-01
29agent-audit-kitsattyamjjain/agent-audit-kit12
1 list
Claude CodeClaude / AnthropicMCP
Offline static scanner for MCP and agent configurations with SARIF output, a GitHub Action, and a public ledger mapping each covered MCP CVE to the rule that detects it
pip install agent-audit-kit
Python
Apache-2.0
2026-11-01
30Zirantaoq-ai/ziran12
1 list
MCPLangChain / LangGraph
Security testing framework for AI agents that models tools as a graph to find dangerous tool chains, execution-level side effects, and multi-phase exploits
pip install ziran
Python
Apache-2.0
2026-10-29
31Clay Sealclayseal/clayseal-identity7
1 list
MCP
Attested runtime identity and Biscuit capability tokens for agents: real GCP/Kubernetes/AWS node attestation, SPIFFE JWT-SVID and X.509-SVID (mTLS), and per-tool MCP authorization that is sender-constrained, so a token lifted from a log without the workload key authorizes nothing (Python + JS verifier)
pip install clayseal-identity
Python
MIT
2026-08-18
32aws-samples/sample-human-in-the-loop-patternsaws-samples/sample-human-in-the-loop-patterns5
1 list
MCP
March 2026 AWS reference implementation demonstrating four distinct HITL patterns for sensitive agent tool calls: Hook System (centralized blanket policy), Tool Context (per-tool fine-grained), Step Functions (async third-party approval via SNS), and MCP Elicitation (protocol-native real-time interactive approval). The most concrete production guide for choosing the right HITL architecture based o
git clone https://github.com/aws-samples/sample-human-in-the-loop-patterns.git
Python
MIT-0
2026-03-17
33DScanDeepScan-Security/dscan3
1 list
MCP
Open-source agent security suite for runtime tool-call tracing, prompt-injection shielding, MCP audits, adversarial testing, and sequence-level attack detection
pip install dscan-security
Python
—
2026-07-21
34Skill-auditAgentPostmortem/Skill-audit3
1 list
Claude CodeClaude / AnthropicMCP
Static scanner for Claude/agent skills: flags prompt injection, dangerous shell, secret access, and exfiltration before install; 31 rules with SARIF output
npm install -g @royalpinto007/skill-audit
JavaScript
MIT
2026-09-16
35SkillPreflightagent-contracts/skill-preflight3
1 list
Claude CodeClaude / AnthropicMCPCodex / OpenAI
Read-only pre-install scanner for local and GitHub agent skills, with a 0-100 score across safety, permissions, token cost, and maintainability; JSON/SARIF output and a GitHub Action
npx skill-preflight@latest scan https://github.com/agent-contracts/skill-preflight/tree/main/examples/risky-skill
TypeScript
MIT
2026-10-19
36Assay HarnessRul1an/Assay-Harness2
1 list
MCP
CI gate that checks an agent's claimed tool side-effects (filesystem, network, process) against independently observed runtime evidence, classifying each claim as supported, degraded, blocked, or not-evaluable (observed support is the ceiling)
npx tsx harness/src/cli.ts carrier supply-chain \
JavaScript
MIT
2026-10-29
37PGSandbox MCPLVTD-LLC/pgsandbox2
1 list
MCP
Local-first MCP server that gives coding agents disposable PostgreSQL databases with scoped roles, TTL cleanup, and bounded SQL/schema tools. It fills a narrower but important sandboxing gap: agents can validate migrations, reproduce database bugs, and seed demo states against a real database without handing them long-lived admin credentials
cargo install --git https://github.com/LVTD-LLC/pgsandbox --tag v0.5.0 --force
Rust
MIT
2026-11-01
38mcp-sploitPrasanna-27eng/mcp-sploit1
1 list
MCP
Metasploit-style framework for authorized security testing of MCP servers and MCP security gateways, including enumeration and exploit modules for unsafe tool exposure
git clone https://github.com/Prasanna-27eng/mcp-sploit.git
Python
MIT
2026-06-11
39AgentWardenjuangh123/AgentWarden—
1 list
MCPCodex / OpenAI
Static security gate for MCP configurations and AI agent skills, with SHA-256 integrity locking, Ed25519 publisher verification, SARIF output, and CI exit codes
npm install --global [email protected]
TypeScript
MIT
2026-10-19
40AI Agent Safety Starter Packel-zachariah/ai-agent-safety-starter-pack—
1 list
Claude CodeClaude / AnthropicMCPCodex / OpenAICursor
Free repo preflight scanner for Claude Code, Codex, Cursor, and other AI coding-agent runs that flags agent instructions, MCP config, risky shell patterns, package scripts, and secret-adjacent files before tool access
git clone https://github.com/el-zachariah/ai-agent-safety-starter-pack.git
Python
MIT
2026-07-09
41SkillWatchkuzivaai/SkillWatch—
1 list
MCP
Periodically re-checks the external URL content that AI skills and MCP tools reference and flags suspicious changes (the post-review bait-and-switch); keeps an append-only, hash-chained content ledger with optional external anchoring (RFC 3161 / git). Local CLI, SARIF output, regex-based best-effort triage
pip install skillwatch
Python
Apache-2.0
2026-10-15