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joshualutkemuller/NaturalSentinel

Score: 54.9 Rank #24

An agentic system with persistent memory and MCP server capabilities for monitoring regulatory filings across SEC, CFPB, Fed, FDA, EPA, and USTR.

Overview

joshualutkemuller/NaturalSentinel is a Python MCP server licensed under MIT. An agentic system with persistent memory and MCP server capabilities for monitoring regulatory filings across SEC, CFPB, Fed, FDA, EPA, and USTR.

Ranked #24 out of 104 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

Forks 0
Description Good
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

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Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge

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Matched Queries

"mcp server""mcp-server"

From the README

# NaturalSentinel

**Agentic regulatory change monitor with persistent memory, skill framework, and MCP server.**

Watches regulatory filings across financial services, technology, and telecom sectors — parses dense legal language using a five-stage ETL pipeline, maps changes to affected business lines, detects macro-prudential and tech regulatory regimes, and learns from human feedback over time.

```
Stdlib unittest suite passing · zero required dependencies · pluggable LLM backends
35 skills · 17 agents · 18 regime archetypes · expanding sample filing corpus
```

## Quick Start

> **Canonical runtime path:** `AgentRuntime` + registered skills is the strategic, forward-looking API for NaturalSentinel. `RegulatoryMonitorAgent` remains supported as a compatibility layer for the legacy fetch → analyze → store workflow, the CLI, and MCP integrations that still wrap that interface.

```bash
# Clone and run — no API keys needed
cd naturalsentinel
pip install -e .
PYTHONPATH=src python exam
Read full README on GitHub →
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