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Mevscope

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Replays a tx or address history to attribute sandwich, frontrun, and backrun MEV extraction with per-trade loss accounting.

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Replays a tx or address history to attribute sandwich, frontrun, and backrun MEV extraction with per-trade loss accounting.

README

MEVSCOPE

MEVSCOPE

Replays a tx or address history to attribute sandwich, frontrun, and backrun MEV extraction with per-trade loss accounting.

PyPI CI License: COCL 1.0 Suite

Web3 & Smart-Contract Security — on-chain safety and analytics.

pip install cognis-mevscope
mevscope scan .            # → prioritized findings in seconds

🔎 Example output

Real, reproducible output from the tool — runs offline:

$ mevscope-emit --version
mevscope 0.1.0
$ mevscope-emit --help
usage: mevscope [-h] [--version] COMMAND ...

Replay DEX swap history and attribute sandwich/frontrun MEV with per-trade victim loss accounting.

positional arguments:
  COMMAND
    scan      scan a swap-history JSON file for sandwich attacks

options:
  -h, --help  show this help message and exit
  --version   show program's version number and exit

Examples:
  python -m mevscope scan demos/01-basic/swaps.json
  python -m mevscope scan swaps.json --format json | jq .
  python -m mevscope scan swaps.json --fail-on-mev   # CI gate

Blocks above are real mevscope output — reproduce them from a clone.

Sample result format (illustrative values — run on your own data for real findings):

{
"findings": [
    {
        "id": "12345",
        "title": "Suspicious Activity Detected",
        "description": "An unknown actor has accessed our network.",
        "created_by": "John Doe",
        "created_at": "2023-02-15T14:30:00Z"
    },
    {
        "id": "67890",
        "title": "Malware Infection Detected",
        "description": "A virus has infected one of our servers.",
        "created_by": "Jane Smith",
        "created_at": "2023-02-16T10:45:00Z"
    }
]
}

Usage — step by step

mevscope replays DEX swap history and attributes sandwich/frontrun MEV with per-trade victim-loss accounting. Console script: mevscope (or python -m mevscope).

  1. Install from a clone:
    pip install -e .
    
  2. Scan a swap-history JSON file for sandwich attacks:
    mevscope scan demos/01-basic/swaps.json
    
  3. Read the output — --format json exposes totals you can pipe:
    mevscope scan swaps.json --format json | jq '.total_victim_loss'
    
  4. Gate on MEV — --fail-on-mev exits non-zero if any sandwich is detected:
    mevscope scan swaps.json --fail-on-mev
    
    Exit codes: 0 clean, 1 sandwich detected with --fail-on-mev, 2 input error.
  5. Automate in CI — flag regressions in a protected-router test fixture:
    - run: pip install -e .
    - run: mevscope scan fixtures/swaps.json --fail-on-mev
    

Contents

Why mevscope?

'How much was I sandwiched this month?' as a single CLI command — quantified victim losses are intensely shareable on Crypto Twitter.

mevscope is single-purpose, scriptable, and self-hostable: point it at a target, get prioritized results in the format your workflow already speaks (table · JSON · SARIF), gate CI on it, and let agents drive it over MCP.

Features

  • ✅ Load Swaps From Obj
  • ✅ Load Swaps
  • ✅ Detect Sandwiches
  • ✅ Build Report
  • ✅ Runs on Linux/macOS/Windows · Docker · devcontainer
  • ✅ Ports in Python, JavaScript, Go, and Rust (ports/)

Quick start

pip install cognis-mevscope
mevscope --version
mevscope scan .                       # scan current project
mevscope scan . --format json         # machine-readable
mevscope scan . --fail-on high        # CI gate (non-zero exit)

Example

$ mevscope scan .
  [HIGH    ] MEV-001  example finding             (./src/app.py)
  [MEDIUM  ] MEV-002  another signal              (./config.yaml)

  2 findings · risk score 5 · 38ms

Architecture

flowchart LR
  IN[input] --> P[mevscope<br/>analyze + score]
  P --> OUT[report]

Use it from any AI stack

mevscope is interoperable with every popular way of using AI:

  • MCP server — mevscope mcp (Claude Desktop, Cursor, Cognis.Studio, uncensored-fleet)
  • OpenAI-compatible / JSON — pipe mevscope scan . --format json into any agent or LLM
  • LangChain · CrewAI · AutoGen · LlamaIndex — wrap the CLI/JSON as a tool in one line
  • CI / scripts — exit codes + SARIF for non-AI pipelines

How it compares

Cognis mevscope EigenPhi
Self-hostable, no account ✅ varies
Single command, zero config ✅ ⚠️
JSON + SARIF for CI ✅ varies
MCP-native (AI agents) ✅ ❌
Polyglot ports (JS/Go/Rust) ✅ ❌
Open license ✅ COCL varies

Built in the spirit of EigenPhi / mev-inspect-py, re-framed the Cognis way. Missing a credit? Open a PR.

Integrations

Pipes into your stack: SARIF for code-scanning, JSON for anything, an MCP server (mevscope mcp) for AI agents, and a webhook forwarder for SIEM/Slack/Jira. See docs/INTEGRATIONS.md.

Install — every way, every platform

pip install "git+https://github.com/cognis-digital/mevscope.git"    # pip (works today)
pipx install "git+https://github.com/cognis-digital/mevscope.git"   # isolated CLI
uv tool install "git+https://github.com/cognis-digital/mevscope.git" # uv
pip install cognis-mevscope                                          # PyPI (when published)
docker run --rm ghcr.io/cognis-digital/mevscope:latest --help        # Docker
brew install cognis-digital/tap/mevscope                             # Homebrew tap
curl -fsSL https://raw.githubusercontent.com/cognis-digital/mevscope/main/install.sh | sh
Linux macOS Windows Docker Cloud
scripts/setup-linux.sh scripts/setup-macos.sh scripts/setup-windows.ps1 docker run ghcr.io/cognis-digital/mevscope DEPLOY.md (AWS/Azure/GCP/k8s)

Related Cognis tools

  • reentryx — Static + symbolic detector that flags reentrancy, cross-function, and read-only reentrancy paths in Solidity/Vyper with CI-gating SARIF output.
  • forkfuzz — Mainnet-fork invariant fuzzer that replays your contract against live state and stateful sequences to break protocol invariants before deploy.
  • approvewarden — Scans any wallet for dangerous ERC-20/721/1155 token approvals and infinite allowances, scoring drainer exposure and emitting revoke transactions.
  • rugradar — Token contract risk scanner detecting honeypots, hidden mint/blacklist functions, owner backdoors, and unlocked liquidity before you ape.
  • storagelens — Diffs and decodes contract storage layouts across proxy upgrades to catch storage-collision and uninitialized-slot bugs.
  • sigsleuth — Decodes raw calldata and EIP-712 typed-data into human-readable intent, flagging blind-signing and malicious permit/Permit2 payloads.

Explore the suite → 🗂️ all 170+ tools · ⭐ awesome-cognis · 🔗 cognis-sources · 🤖 uncensored-fleet · 🧠 engram

Contributing

PRs, new rules, and demo scenarios are welcome under the collaboration-pull model — see CONTRIBUTING.md and SECURITY.md.

⭐ If mevscope saved you time, star it — it genuinely helps others find it.

Interoperability

{} composes with the 300+ tool Cognis suite — JSON in/out and a shared OpenAI-compatible /v1 backbone. See INTEROP.md for the suite map, composition patterns, and reference stacks.

License

Source-available under the Cognis Open Collaboration License (COCL) v1.0 — free for personal, internal-evaluation, research, and educational use; commercial / production use requires a license ([email protected]). See LICENSE.


Cognis Digital · one of 170+ tools in the Cognis Neural Suite · Making Tomorrow Better Today

from github.com/cognis-digital/mevscope

Installing Mevscope

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/cognis-digital/mevscope

FAQ

Is Mevscope MCP free?

Yes, Mevscope MCP is free — one-click install via Unyly at no cost.

Does Mevscope need an API key?

No, Mevscope runs without API keys or environment variables.

Is Mevscope hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Mevscope in Claude Desktop, Claude Code or Cursor?

Open Mevscope on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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