Mevscope
FreeNot checkedReplays a tx or address history to attribute sandwich, frontrun, and backrun MEV extraction with per-trade loss accounting.
About
Replays a tx or address history to attribute sandwich, frontrun, and backrun MEV extraction with per-trade loss accounting.
README
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
mevscopeoutput — 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).
- Install from a clone:
pip install -e . - Scan a swap-history JSON file for sandwich attacks:
mevscope scan demos/01-basic/swaps.json - Read the output —
--format jsonexposes totals you can pipe:mevscope scan swaps.json --format json | jq '.total_victim_loss' - Gate on MEV —
--fail-on-mevexits non-zero if any sandwich is detected:
Exit codes:mevscope scan swaps.json --fail-on-mev0clean,1sandwich detected with--fail-on-mev,2input error. - 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? · Features · Quick start · Example · Architecture · AI stack · How it compares · Integrations · Install anywhere · Related · Contributing
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 jsoninto 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
mevscopesaved 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.
Installing Mevscope
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/cognis-digital/mevscopeFAQ
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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