Open Source Project to help Secure LLM powered Applications
Summary
Sente Labs open-sourced extensible-mcp, an MCP proxy that dynamically loads MCP servers without polluting the LLM context while enforcing zero-trust policy controls (Rego, CEL, and now Cedar) over tool calls. Tool definitions live in a queryable vector store, and policies and credentials are kept outside the LLM's reach, distinguishing user intent from granted rights.
Similar Articles
PrologMCP: A Standardized Prolog Tool Interface for LLM Agents
Introduces PrologMCP, an open-source server that exposes Prolog as a stateful tool via the Model Context Protocol, enabling LLM agents to delegate reasoning to a symbolic solver. Evaluation shows competitive or superior accuracy on deductive reasoning tasks compared to frontier reasoning LLMs.
Show HN: Conduct, open-source guardrails for LLM and MCP tool calls
Conduct is an open-source runtime governance system for AI agents that enforces policies before actions execute, with signed configuration and hash-chained audits for LLM and MCP tool calls.
GetMCP: Zero Trust for AI agents
GetMCP is a self-hostable open-source tool that brings zero-trust security to AI agents by providing per-request audit, per-agent revocation, policy enforcement, and human-in-the-loop approvals for API calls. It generates MCP servers from OpenAPI specs and acts as a streaming proxy with tamper-evident audit logs.
I built a Windows-native security sandbox for local LLM agents. It treats tool calls like syscalls and default-denies high-risk actions. (Open Source, AGPL-3.0)
The author released Cyber-Butler-Security (CBS), an open-source Windows-native OS-level sandbox for local LLM agents that treats tool calls like syscalls, uses dual-account ACL isolation and a TOTP broker for high-risk actions, and fails closed by default.
Stateless MCP has recaptured my interest (and inspired mcp-explorer and datasette-mcp)
Simon Willison discusses the stateless MCP (MCP 2.0) specification, which simplifies protocol implementations, and introduces his new tools mcp-explorer and datasette-mcp built to leverage it.