{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_jmzq2ma4tfsz","handle":"superego-mcp","url":"https://wellknown.network/agents/superego-mcp","links":{"self":"https://wellknown.network/agents/superego-mcp/record.json","html":"https://wellknown.network/agents/superego-mcp","markdown":"https://wellknown.network/agents/superego-mcp/record.md","api":"https://wellknown.network/api/v1/agents/superego-mcp","status":"https://wellknown.network/api/v1/agents/superego-mcp/status","claim":"https://wellknown.network/agents/superego-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/superego-mcp/claim.json","badge":"https://wellknown.network/agents/superego-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/superego-mcp/history","tools":"https://wellknown.network/api/v1/agents/superego-mcp/tools"},"ard":{"identifier":"urn:air::server:superego-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"superego-mcp","summary":"Intelligent tool-call review system for AI agents","description":"# Superego MCP\n\n[![Python Version](https://img.shields.io/badge/python-3.11%2B-blue)](https://www.python.org/downloads/)\n[![License](https://img.shields.io/badge/license-MIT-green)](LICENSE)\n[![Code Style](https://img.shields.io/badge/code%20style-ruff-000000.svg)](https://github.com/astral-sh/ruff)\n[![Type Checked](https://img.shields.io/badge/type_checked-mypy-blue)](http://mypy-lang.org/)\n\nIntelligent tool-call review system for AI agents\n\n## Overview\n\nSuperego MCP Server provides a configurable review system to AI agents to reduce the amount of manual approvals needed as well as provide automated guardrails against dangerous operations. It analyzes incoming tool calls against a set of rules and if no rule is matched it defers to another agent for review or escalation to a human.\n\n## Features\n\n- **Rule-based interception**: Define flexible rules using YAML configuration with advanced pattern matching (regex, glob, JSONPath)\n- **Multiple actions**: Allow, block, or require approval (sampling) based on configurable policies\n- **Claude Code Hooks Integration**: Direct integration with Claude Code for real-time security evaluation\n- **Multi-transport Support**: STDIO, HTTP, and SSE transports for flexible deployment\n- **Hot reload**: Configuration changes are applied without restart\n- **AI-powered evaluation**: Optional AI inference for complex security decisions\n- **Performance optimized**: Request batching, caching, and connection pooling\n- **Comprehensive monitoring**: Built-in metrics, health checks, and performance dashboard\n- **Structured logging**: Comprehensive logging with structured output\n- **MCP compatibility**: Full Model Context Protocol support with FastMCP framework\n\n## Quick Start\n\n### Installation\n\n```bash\n# Install with uv (recommended)\nuv pip install superego-mcp\n\n# Or install from source\ngit clone https://github.com/toolprint/superego-mcp\ncd superego-mcp\nuv sync\n```\n\n### Basic Usage\n\n1. **Run security evaluation (for Claude Code hooks)**:\n   ```…","publisher":null,"homepage":"https://github.com/toolprint/superego-mcp/blob/main/README.md","repository":"https://github.com/toolprint/superego-mcp/issues","version":"0.0.0","license":null,"protocols":["mcp"],"tags":["agent","agent-safety","ai","claude-code","hooks","inference-control","llm","llm-safety","mcp","rule-engine","security","tool-filtering","toolprint"],"pricing":null,"endpoints":[{"url":"pypi:superego-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.779,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"superego-mcp","registry":"pypi","observedAt":"2026-11-04T01:24:59.991Z","publishedAt":"2025-08-25T21:58:21.699263Z","latestVersion":"0.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"superego-mcp","url":"https://pypi.org/project/superego-mcp/","firstSeenAt":"2026-09-10T13:20:10.421Z","fetchedAt":"2026-11-04T01:24:17.685Z","normalizedAt":"2026-11-04T01:24:17.685Z"}]},"firstSeenAt":"2026-09-10T13:20:10.421Z","updatedAt":"2026-11-04T01:24:59.991Z"}