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.
Related MCPs
Stripe
Payments, customers, subscriptions
by Stripemalamutemayhem/unclick-agent-native-endpoints
110+ tools for AI agents spanning social media, finance, gaming, music, AU-specific services, and utilities. Zero-config local tools plus platform connectors. n
by malamutemayhemwhiteknightonhorse/APIbase
API hub covering travel (Amadeus, Sabre), Polymarket prediction markets, crypto and weather, paid per call via x402 in USDC.
by whiteknightonhorsetrackerfitness729-jpg/sitelauncher-mcp-server
Deploy live HTTPS websites on subdomains or custom .xyz domains, paid in USDC on Base, with templates for crypto tokens and AI agent profiles.
embeddedlayers/mcp-analytics
Statistical analysis, forecasting and ML on CSV files or live data from Shopify, Stripe, GA4 and more, with interactive HTML reports.
by embeddedlayerscarrierone/verilexdata-mcp
Pay-per-query x402 datasets: NPI healthcare, SEC filings, OFAC sanctions, crypto whales, Polymarket signals, patents and economic indicators.
by carrieroneparacetamol951/P-Link-MCP
HTTP 402 (Payment Required) implementation using Solana.
by paracetamol951tipdotmd/tip-md-x402-mcp-server
Cryptocurrency tipping using the x402 payment protocol and CDP Wallet.
by tipdotmdlaundromatic/shopgraph
Structured product data from the open web — Schema.org + AI extraction for e-commerce enrichment. Pay per call via Stripe. [shopgraph.dev](https://shopgraph.dev
by laundromaticmrslbt/xendit-mcp
Xendit payment gateway for Southeast Asia: invoices, disbursements, balance checks and bank transfers.
by mrslbtCompare Mevscope with
Not sure what to pick?
Find your stack in 60 seconds
Author?
Embed badge for your README
Browse similar
All finance MCPs
