litmus
MCP serverDev toolsLitmus gives your AI a way to grade the add-ons it uses from A to F, judging each one by how it actually behaves. The behavioral checks are open, and the project's code is available on GitHub. Once added, your AI can grade an add-on or look up grades that already exist.
Use litmus in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add litmus and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use litmus to check server
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Details
Available today. Use it from your connected AI after setup.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
After adding it, ask your AI to grade a specific add-on or look up an existing grade. If you need more than simple lookups, the full toolset is available through npm.
What your AI can do with it
- Grade an add-on from A to F based on its actual behavior
- Look up grades that already exist
- Use the full toolset from npm for checks beyond simple lookups
Install litmus
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user litmus 'https://polygraph.so/api/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://polygraph.so/api/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=litmus&config=eyJ1cmwiOiJodHRwczovL3BvbHlncmFwaC5zby9hcGkvbWNwIn0=Open the link and Cursor adds the server at that address.
ChatGPT
https://polygraph.so/api/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add litmus --url 'https://polygraph.so/api/mcp'Run it once, then sign in with codex mcp login litmus if the server asks for an account.
From the project's README
As published by polygraphso/litmus in README.md.
The open behavioral litmus harness for MCP servers — grade A–F, reproducible.
Grade a server in one command
# -p is required: the package ships three bins, so npx must be told which to run
npx -y -p @polygraphso/litmus polygraphso-litmus litmus npm/@modelcontextprotocol/server-filesystem
Point it at an npm ref, a pypi ref, a github/owner/repo ref (cloned, built, and run sandboxed —
Docker required; the grade pins the commit SHA), an https:// MCP endpoint, or a local entry
file. The harness connects
the way an agent would, fingerprints the exact tool surface, runs the four probe categories, and
prints the grade with the findings behind it — plus a deterministic evidence bundle on disk.
It runs the target's code (egress is Docker-sandboxed; without Docker, C-02 is skipped and the
grade caps at B), takes ~20–60s, and exits non-zero on D/F so it scripts anywhere. To dispute any
published grade, re-run this same command against the same server — open and deterministic means a
re-run reproduces the grade, or refutes it.
Looking up a grade someone already published takes under a second and runs nothing: the
polygraph.so index, or check_server from the MCP tools below.
Use it from your agent — MCP server + plugin
For grade lookups, point any MCP client at polygraph's hosted endpoint, no install:
claude mcp add --transport http polygraph https://polygraph.so/api/mcp
or the raw config:
{ "mcpServers": { "polygraph": { "url": "https://polygraph.so/api/mcp" } } }
This serves the lookup tools only (check_server, list_servers, request_grade); grading a
server yourself (run_litmus, run_skill_litmus) executes its code, so it needs the local
stdio install below.
The package also ships a stdio MCP server (polygraphso-litmus-mcp) with the full toolset, for
any MCP-capable client:
check_server— read a server's published grade in under a second (no execution); the pre-flight check before recommending or installing a server.list_servers— servers with a published grade, A first; paged (default 25 per call, withgrade/limit/offsetfilters and a full-corpus summary).request_grade— record a grade request with polygraph.so ($1 one-time fee; graded within 48h of payment — the response carries the payment link).run_litmus— grade a server now: the full harness, grade + evidence returned to the agent.run_skill_litmus— grade a Claude Code / Agent Skill (static scan, A/B/D/F).verify_attestation— read the onchain proof behind a published grade (EAS on Base).
In Claude Code, the plugin wires the server plus two commands in one step:
/plugin marketplace add polygraphso/litmus
/plugin install polygraph@polygraphso
then /polygraph:grade <server> and /polygraph:check <server>. Cursor and manual JSON setups
are on polygraph.so; full tool docs in
packages/litmus/README.md.
Gate your CI on MCP grades — GitHub Action
Fail a build when an MCP server or an Agent Skill it ships grades D/F under the open
behavioral litmus. For servers it is hybrid — a fast lookup of the published grade, then the harness
when ungraded; for skills it is a fast static scan. Un-gradeable targets warn unless strict.
It's on the GitHub Marketplace as
polygraphso/litmus@v1. For a security gate, pin to a commit SHA rather than the mutable @v1 tag:
# .github/workflows/mcp-gate.yml
name: mcp-gate
on: [pull_request] # NOT pull_request_target — that exposes secrets to fork PRs
permissions:
contents: read
jobs:
gate:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v5
- uses: polygraphso/litmus@<commit-sha> # pin to a SHA; resolve from the v1 release
with:
# Name the targets explicitly (recommended). Grading runs a server's code,
# so on a public repo prefer an allowlist over discovering PR-controlled config:
servers: |
npm/@modelcontextprotocol/server-filesystem
skills: |
./my-skill
# discover: "true" # opt in to auto-discovery (.mcp.json/.vscode/.cursor) — trusted repos only
# min-grade: B # stricter than the default D/F gate
# strict: "true" # also fail on targets that cannot be graded
Inputs: servers · skills · discover (default false) · min-grade · strict · working-directory · version · bearer. Outputs: result · failed · report.
Security. Grading a server runs its code (egress is Docker-sandboxed, but it still executes).
Trigger on pull_request, never pull_request_target. Keep discover off on public repos and name
targets explicitly — auto-discovered config is pull-request-controllable. bearer is sent as an
Authorization header to the target, so pass it only for an explicitly trusted, pinned remote — never
with discovery or on untrusted PRs, and keep it scoped and short-lived.
Not on GitHub? The gate is a plain command — npx @polygraphso/litmus@0.20.0 ci (pin the version) —
so it runs in any CI or as a pre-commit hook. A grade is a measurement, not a guarantee: re-run the
open harness to reproduce any result.
What litmus is
This is the source for @polygraphso/litmus,
the open behavioral litmus harness for MCP servers from polygraph.so.
The harness connects to an MCP server the way an agent would, fingerprints its exact tool surface, and runs four probe categories — C-01 tool-output injection (static, dynamic, and second-order — one tool's output weaponized as another's input), C-02 permission/egress (in a hardened default-deny Docker sandbox, matched host and port), C-03 sensitive-data handling (planted canaries), C-04 adversarial-input handling (malformed/oversized and jailbreak inputs) — then grades the server A–F. A passing grade is a measurement, not a guarantee; the methodology and its disclosed limits are at polygraph.so (the open source here is the ground truth).
Alongside the grade, an npm target's dependency tree is checked against the
osv.dev vulnerability database and any vulnerable dependencies are reported as
dependency advisories. This is a separate, point-in-time signal — it is advisory only: it
never affects the A–F grade and is not part of the reproducible evidence (vulnerability data changes
over time, so folding it into the grade would break re-run reproducibility). It applies to npm
targets only; other target kinds report it as skipped. Resolution runs
npm install --package-lock-only --ignore-scripts, which resolves the tree without downloading
tarballs or running any package code. Opt out with --no-deps-audit (or LITMUS_DEPS_AUDIT=0).
The same package also grades Claude Code / Agent Skills (a SKILL.md + bundle) under a
separate static litmus (litmus-skill-v3): a deterministic byte-scan — S-01 prompt
injection, S-03 data-exfiltration instructions, S-04 dangerous commands in the SKILL.md
body or bundled scripts (incl. base64-obfuscated curl | bash) — graded A/B/D/F and anchored
by a whole-directory content hash, plus a separate
advisory quality signal. It is static (no execution): an A is static-clean, not behavioral
proof. See packages/litmus/README.md.
The hosted, operator-run grading service is not in this repo — it lives in a separate private repo and consumes this package from npm like any other client.
Layout
This is a pnpm monorepo. Only @polygraphso/litmus is published; the
@polygraph/* packages are private building blocks that tsup bundles into it.
packages/
litmus/ # @polygraphso/litmus — the only published package (lib + 3 bins: CLI, skill CLI, MCP)
core/ # contract types, canonical JSON, identity helpers
probes/ # the harness: connect, fingerprint, grade, probe runners, sandbox
onchain/ # EAS attestation read + encode/decode (Base) — read-only, no minting
agent/ # agent-gate decision logic + live-fingerprint recheck
mcp/ # MCP server wrapper
cli/ # CLI commands + target/auth resolution
demo-*-mcp/ # demo MCP servers used as test fixtures
See packages/litmus/README.md for the npm-facing usage docs,
and polygraph.so for the methodology and proof format.
Develop
pnpm install
pnpm -r typecheck
pnpm -r test
pnpm --filter @polygraphso/litmus build # → packages/litmus/dist
Release
@polygraphso/litmus is versioned in packages/litmus/package.json. Tag to publish:
git tag litmus-v<x.y.z> && git push origin litmus-v<x.y.z>
The Publish @polygraphso/litmus workflow builds, typechecks, tests, and publishes with
npm provenance. See CONTRIBUTING.md for the full process and the
local-development workflow for downstream consumers.
License
Apache-2.0 — © polygraph.so.
Tools it offers (3)
What this server listed when Ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.
check_serverlist_serversrequest_grade
Signals
- GitHub stars
- 8
- Last commit
- Jul 2026
Advanced
- Delivery
- litmus MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-polygraphso-litmus- Source
- github.com/polygraphso/litmus
- Hosted endpoint
https://polygraph.so/api/mcp