EthersFlow — Developer Toolkit & Trust Layer

MCP serverAI & models

With EthersFlow added, your AI's decisions pass through a trust gate before anything happens. Multiple models review each decision, challenge each other's conclusions, and must reach consensus. Every verdict is signed, so you can verify later exactly what was decided.

Available today. Use it from your connected AI after setup.

After adding EthersFlow, pick one high-stakes task your AI handles and route its decisions through the gate. Review the signed verdicts it returns to see how the consensus process works in practice.

Then ask your AI: use EthersFlow — Developer Toolkit & Trust Layer

What your AI can do with it

  • Review AI decisions with multiple models before they take effect
  • Have models challenge each other's reasoning to reach consensus
  • Receive a signed verdict for every reviewed decision
  • Verify past verdicts to confirm what was decided
  • Gate which AI decisions are allowed to proceed

From the project's README

As published by ethersflow/ethersflow in README.md.

Developer toolkit for EthersFlow — a multi-model trust layer that verifies AI outputs through adversarial consensus. MCP server, SDKs, and API docs.


Overview

EthersFlow verifies what an AI agent is about to do — before it does it — using multiple independent models and a cryptographically signed audit trail.

                           +-------------------------------------+
                           |      Autonomous AI Agent            |
                           +------------------+------------------+
                                              | Proposed Action
                                              v
+----------------------------------------------------------------------------------------+
|                        EthersFlow Verification Gateway                                 |
|                                                                                        |
|  +----------------------+   +----------------------+   +----------------------------+  |
|  | Direct Pragmatist    |   | Constructive Skeptic |   | Lateral Synthesizer        |  |
|  +----------+-----------+   +----------+-----------+   +-------------+--------------+  |
|             +--------------------------+-----------------------------+                 |
|                                        | Adversarial Cross-Examination                 |
|                                        v                                               |
|                         +-----------------------------+                                |
|                         | Federated Consensus Engine  |                                |
|                         +--------------+--------------+                                |
|                                        | Ed25519 Signature                             |
+----------------------------------------+-----------------------------------------------+
                                         | Signed Verdict
                                         v
                 +----------------------------------------------+
                 |  APPROVED / FLAGGED / REJECTED Decision Gate |
                 +----------------------------------------------+

What's Included

This repository contains the official client surfaces and developer tools for the EthersFlow ecosystem:

SurfacePathDescription
MCP Server/mcp-serverModel Context Protocol server for Claude Desktop, Cursor, and MCP clients
Python Demo & Verifierefverify.pyZero-dependency pure-Python client and Ed25519 signature validator
Python SDK/sdk/pythonNative Python package & LangChain tool wrapper
TypeScript SDK/sdk/typescriptTypeScript SDK + Cloudflare Worker middleware helper
Postman Collection/postman11-request Postman collection + environment variables

Note: The core Federated Adversarial Consensus engine runs on Cloud Run with Zero Data Retention (ZDR). This public repository hosts client-side tools, SDKs, and integration specs.


5-Minute Quickstart

1. cURL API Call (Fastest Proof)

curl -X POST "https://www.ethersflow.com/api/v1/verify" \
  -H "Authorization: Bearer $ETHERSFLOW_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "agent_action": "Transfer 5000 USDC to wallet 0x9f for smart contract audit",
    "persona_preset": "financial_compliance",
    "agent_count": 3
  }'

2. Python SDK & Zero-Dependency Verifier

Install via pip:

pip install ethersflow

Or run the included zero-dependency reference script:

python efverify.py verify "Transfer 5000 USDC to wallet 0x9f for smart contract audit"

3. Model Context Protocol (MCP) Server

Option A: Via NPX (Recommended)
npx -y @ethersflow/mcp-server --api-key=YOUR_API_KEY
Option B: Remote HTTP / SSE Gateway (Zero Local Dependencies)

Connect your MCP client directly to EthersFlow's production endpoint:

  • Endpoint: https://www.ethersflow.com/api/mcp
  • Headers: Authorization: Bearer YOUR_API_KEY
Option C: Claude Desktop Configuration
{
  "mcpServers": {
    "ethersflow": {
      "command": "npx",
      "args": ["-y", "@ethersflow/mcp-server"],
      "env": {
        "ETHERSFLOW_TOKEN": "YOUR_API_KEY",
        "ETHERSFLOW_BASE_URL": "https://www.ethersflow.com"
      }
    }
  }
}
Option D: From source
git clone https://github.com/Ethersflow/EthersFlow.git
cd EthersFlow/mcp-server
npm install
npm start

Status & Known Limitations

  • Ed25519-Signed Audit Trail: Every audit node output is signed using Ed25519-EdDSA. Signatures can be verified independently against /.well-known/jwks.json with zero trust required in EthersFlow's servers.
  • Probabilistic, Not Deterministic: Borderline or ambiguous actions (e.g., high-value wire transfers or missing compliance records) evaluate near decision thresholds (APPROVED <-> FLAGGED_HUMAN_REVIEW). We strongly recommend routing any FLAGGED_HUMAN_REVIEW verdict directly to human operators for sign-off.
  • Live Model Engine: Powered by heterogeneous inference nodes across independent providers (Llama 3.3 70B Instruct via Groq, Qwen 3.6 27B / Qwen 3.8 27B, and Gemini 3.7 Flash) with active pipeline routing and automated failover. Multi-provider custom BYOK model routing is under continuous expansion.
  • Proprietary Core Architecture: This repository hosts public developer toolkits, SDKs, Postman collections, and MCP wrappers. The core Federated Adversarial Consensus backend operates as a secure, hosted API service on Cloud Run with Zero Data Retention (ZDR). No backend application code or server secrets exist in this repository.

Key Features

  • Multi-Model Consensus: Eliminates single-model bias by forcing heterogeneous models into adversarial debate.
  • Ed25519 Attestation: Every debate node output is signed with an Ed25519 cryptographic key. Public key set available at /.well-known/jwks.json.
  • Zero Data Retention (ZDR): Submitted action chains are processed purely in volatile RAM and never stored or used for model training.
  • OpenAI & Anthropic Drop-In Proxies: Use /v1/chat/completions or /v1/messages as a drop-in replacement for existing agent pipelines.
  • Specialized Personas:
    • financial_compliance (FINRA/SEC, wire limits, KYC, sanctions)
    • clinical_safety (ISMP high-alert meds, dosage bounds, FDA)
    • cybersecurity_auditor (NIST SP 800-53, privilege escalation, SOC 2)
    • legal_citation (FCPA, evidentiary privilege, contract breach)
    • general_adversarial (Cross-domain safety & logic verification)

Framework Integrations

LangChain (Python)

import os
from ethersflow import EthersFlowLangChainTool

verifier_tool = EthersFlowLangChainTool(api_key=os.getenv("ETHERSFLOW_API_KEY", "your_api_key"))

# Add to your LangChain agent tools
tools = [verifier_tool]

Cloudflare Workers / Agents SDK (TypeScript)

import { cloudflareVerifyGate } from '@ethersflow/sdk';

export default {
  async fetch(request: Request, env: { ETHERSFLOW_API_KEY: string }) {
    const isSafe = await cloudflareVerifyGate(
      "Transfer 5000 USDC to wallet 0x9f",
      "Vendor audit payment",
      env.ETHERSFLOW_API_KEY
    );

    if (!isSafe) {
      return new Response("Action blocked by EthersFlow Consensus Gate", { status: 403 });
    }

    // Proceed with execution
  }
};

Security & Ed25519 Attestation

EthersFlow publishes its public key set in JSON Web Key Set (JWKS) format:

  • JWKS Endpoint: GET /.well-known/jwks.json
  • Attestation Manifest: GET /.well-known/attestation.json
  • Verification Endpoint: POST /api/v1/verify-attestation

You can verify signatures locally or through the API to prove that every audit node's perspective originated directly from the EthersFlow signing authority.


Postman Collection

Import postman/ethersflow.postman_collection.json and postman/ethersflow.postman_environment.json into Postman to test all 11 core endpoints instantly.


Links & Community

MCP Listings


License

Code & SDK wrappers licensed under MIT License. Hosted EthersFlow API services subject to Terms of Service.

Signals

GitHub stars
1
Last commit
Sep 2026
Advanced
Delivery
EthersFlow MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-ethersflow-ethersflow
Source
github.com/ethersflow/ethersflow
Hosted endpoint
https://www.ethersflow.com/api/mcp