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A
Health: ActiveRecent health check succeeded.Last checked 8/11/2026, 12:00:44 AM

Agent Trust

Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository3 GitHub StarsTotal stargazers on GitHub for the source repository (3 stars).

AI agent trust & reputation protocol β€” verify, score, route, compare, delegate. 18 tools.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag β€” we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Install Config Generator

Choose your client
claude_desktop_config.json
{
  "mcpServers": {
    "agent-trust": {
      "command": "npx",
      "args": [
        "-y",
        "next"
      ]
    }
  }
}

πŸ’‘ Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

Version License GitHub Action A2A v1.0 MCP
CI

GARL Protocol

Prove what your AI agent was authorized to do β€” and what it actually did.

Capability tokens set hard limits on an agent β€” spend caps, merchant allowlists, side-effect class, expiry β€” and a delegated token can only narrow its parent, never widen it.
Every action becomes an ECDSA-secp256k1-signed Action Receipt bound to the token that authorized it, Merkle-anchored on Base mainnet, and verifiable offline without trusting GARL.

Add your agent Β· Anchor chain Β· Website Β· Docs Β· Live receipt Β· Try It


GARL Protocol Dashboard


Try it now

Path A β€” For Agents (SDK / MCP)

With Claude Desktop or Cursor (MCP)

Add to your Claude Desktop config (claude_desktop_config.json) or Cursor MCP settings:

config.json
{
  "mcpServers": {
    "garl": {
      "command": "npx",
      "args": ["-y", "@garl-protocol/mcp-server"]
    }
  }
}

That's it β€” 29 named tools (including batch variants like garl_verify_batch) are now available in your AI assistant: receipts, Trust Vector lookups, capability tokens (issue/verify/revoke), Capability Gate pre-flight, UETA Β§10(b) undo, and more.

With curl (zero install)

bash
# Check an agent's trust score
curl -s "https://api.garl.ai/api/v1/trust/verify?agent_id=5872ce17-5718-4980-ade3-e51c9556fb53" | python3 -m json.tool

# Find the most trusted coding agent
curl -s "https://api.garl.ai/api/v1/trust/route?category=coding&min_tier=silver" | python3 -m json.tool

# See the live leaderboard
curl -s "https://api.garl.ai/api/v1/leaderboard?limit=5" | python3 -m json.tool

With Python

Terminal
pip install garl-protocol
server.ts
import garl

garl.init("your_api_key", "your_agent_uuid")
garl.log_action("Analyzed dataset", "success", category="data")

result = garl.is_trusted("target_agent_uuid", min_score=60)
if result["trusted"]:
    print(f"Safe to delegate β€” score: {result['score']}/100")

With JavaScript

Terminal
npm install @garl-protocol/sdk
server.ts
import { init, logAction, isTrusted } from "@garl-protocol/sdk";

init("your_api_key", "your_agent_uuid", "https://api.garl.ai/api/v1");
await logAction("Generated REST API", "success", { category: "coding" });

const result = await isTrusted("target_agent_uuid", { minScore: 60 });
if (result.trusted) {
  console.log(`Safe to delegate β€” score: ${result.score}/100`);
}

Capability tokens β€” authorization with hard limits

bash
# Issue a scoped token for your agent (owner API key required)
curl -s -X POST https://api.garl.ai/api/v1/capability/issue \
  -H "x-api-key: $GARL_API_KEY" -H "Content-Type: application/json" \
  -d '{
    "agent_id": "your-agent-uuid",
    "scope": "payment:stripe.com",
    "side_effect_class": "reversible",
    "spend_limit_usd": 50,
    "merchant_allowlist": ["stripe.com"],
    "expires_in_seconds": 3600
  }' | python3 -m json.tool

# Anyone can verify a token β€” no auth, no account
curl -s -X POST https://api.garl.ai/api/v1/capability/verify \
  -H "Content-Type: application/json" \
  -d '{"token": "<the JWT-form token>"}' | python3 -m json.tool

A delegated child token can only narrow its parent (lower spend limit, subset allowlist, equal-or-narrower scope, same-or-earlier expiry) β€” enforced at issue time and re-checked link-by-link at verification. Full wire format: protocol/spec/capability-token-v0.1.md.

Path B β€” For Code (GitHub Action, 5 lines of YAML)

Sign every AI-authored commit in your pull requests.

yaml
# .github/workflows/garl-receipt.yml
name: GARL Receipt
on:
  pull_request:
    types: [opened, synchronize, reopened]
jobs:
  sign:
    runs-on: ubuntu-latest
    permissions: { contents: read, pull-requests: write, checks: write }
    steps:
      - uses: actions/checkout@v4
        with: { fetch-depth: 0 }
      - uses: Garl-Protocol/garl-receipt-action@v1.1.0
        with:
          garl-api-key: ${{ secrets.GARL_API_KEY }}
          garl-agent-id: ${{ secrets.GARL_AGENT_ID }}

Every PR gets a rolling GARL Receipt comment + informational check:

Code
πŸ” GARL Verified AI Code
β”œβ”€β”€ Model: claude-opus-4-6
β”œβ”€β”€ Tool: Claude Code
β”œβ”€β”€ Files touched: 12
β”œβ”€β”€ Duration: 4m 12s
β”œβ”€β”€ Signed: ECDSA-secp256k1 βœ“
└── Receipt: https://garl.ai/r/a8f3c2d1

Setup guide: Garl-Protocol/garl-receipt-action Β· Live landing page: garl.ai/for-code.


Receipts β€” a paste-ready proof for every trace

Every submitted trace gets a public shareable Receipt URL at https://garl.ai/r/{short} β€” a cryptographic proof card (agent, tier, task, duration, SHA-256 hash, ECDSA signature) with an Open Graph image that previews richly in Slack, Twitter/X, GitHub PRs, and LinkedIn.

Terminal
curl -s https://api.garl.ai/api/v1/verify/6ff83db8 | python3 -m json.tool
#  β†’ receipt_url: https://garl.ai/r/6ff83db8

SDKs expose receipt_url / receiptUrl on every log_action / verify return and a client.receipt(hash) shortcut. The MCP tool garl_receipt resolves any short or full hash to a paste-ready URL.

GitHub Action β€” sign every AI-authored commit

Add Garl-Protocol/garl/integrations/github-action-receipt to your PR workflow. It detects Claude Code, Cursor, GitHub Copilot, Aider, and Codex co-author trailers, submits a signed trace per qualifying commit, and posts a rolling PR comment + informational check with receipt URLs:

yaml
- uses: Garl-Protocol/garl/integrations/github-action-receipt@main
  with:
    garl-api-key: ${{ secrets.GARL_API_KEY }}
    garl-agent-id: ${{ secrets.GARL_AGENT_ID }}

Full setup in integrations/github-action-receipt. Only metadata is uploaded β€” never diffs or source.

Why GARL?

ProblemGARL's Answer
"What was this agent allowed to do?"Capability tokens: spend_limit_usd, merchant_allowlist, side_effect_class, expiry β€” with Biscuit-style attenuation (delegation can only narrow, re-checked link-by-link at verify)
"Did it stay inside those limits?"Every Action Receipt binds capability_request.token_hash + policy_decision into the signed envelope; the Capability Gate escalates low-trust irreversible actions to a human
"Is this agent reliable?"5-dimensional trust scoring with Exponential Moving Average
"Which agent should I pick?"Smart routing by category + minimum certification tier
"Can I verify its track record?"Immutable ledger with ECDSA-signed execution traces + shareable Receipt URLs
"Does it work with my stack?"MCP Server Β· A2A Protocol Β· REST API Β· Python & JS SDKs Β· GitHub Action
"Prove this AI commit is real"GitHub Action posts a signed receipt per AI-authored commit
"What about on-chain agents?"ERC-8004 format compatible (off-chain). Receipt-batch Merkle roots are anchored on Base mainnet (MerkleAnchor at 0xBeD7EdeFbEb02be9682bCdeC5fb5D7DA28b1b6F2).

Works with

Claude Desktop Β· Cursor Β· Any MCP Client Β· Google A2A Β· ERC-8004 Β· REST API Β· Python Β· JavaScript Β· LangChain Β· CrewAI Β· AutoGen Β· LlamaIndex Β· Semantic Kernel Β· GitHub Actions


How it works

Every agent action is hashed, signed, scored across five dimensions, and made queryable β€” creating a verifiable trust record.

Code
Agent executes task β†’ SHA-256 hash + ECDSA signature β†’ 5D EMA scoring β†’ Tier assigned β†’ Queryable via API/MCP/A2A
Code
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚                        GARL Protocol                            β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚                                                                 β”‚
β”‚  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”   β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”   β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”   β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”‚
β”‚  β”‚  Python   β”‚   β”‚   JS     β”‚   β”‚   MCP    β”‚   β”‚   A2A    β”‚    β”‚
β”‚  β”‚   SDK     β”‚   β”‚   SDK    β”‚   β”‚  Server  β”‚   β”‚ JSON-RPC β”‚    β”‚
β”‚  β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜   β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜   β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜   β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜    β”‚
β”‚       β”‚              β”‚              β”‚              β”‚            β”‚
β”‚       β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜            β”‚
β”‚                          β”‚                                      β”‚
β”‚                    β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”                                β”‚
β”‚                    β”‚  FastAPI  β”‚  REST + A2A + MCP              β”‚
β”‚                    β”‚  Backend  β”‚  Rate Limited + CORS            β”‚
β”‚                    β””β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜                                β”‚
β”‚                          β”‚                                      β”‚
β”‚          β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”                      β”‚
β”‚          β”‚               β”‚               β”‚                      β”‚
β”‚    β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”  β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”  β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”               β”‚
β”‚    β”‚ Reputationβ”‚  β”‚  Signing  β”‚  β”‚  Webhook  β”‚               β”‚
β”‚    β”‚  Engine   β”‚  β”‚  Engine   β”‚  β”‚  Engine   β”‚               β”‚
β”‚    β”‚ β€’ 5D EMA  β”‚  β”‚ β€’ SHA-256 β”‚  β”‚ β€’ HMAC    β”‚               β”‚
β”‚    β”‚ β€’ Tiers   β”‚  β”‚ β€’ ECDSA   β”‚  β”‚ β€’ Retry   β”‚               β”‚
β”‚    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜               β”‚
β”‚                          β”‚                                      β”‚
β”‚                    β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”                                β”‚
β”‚                    β”‚ Supabase  β”‚  PostgreSQL + RLS              β”‚
β”‚                    β”‚           β”‚  Immutable Triggers            β”‚
β”‚                    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜                                β”‚
β”‚                                                                 β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

ERC-8004 Compatibility

GARL Protocol serves agent metadata in ERC-8004 format (off-chain). Separately, the Merkle roots of batched Action Receipts are anchored on Base mainnet (MerkleAnchor contract 0xBeD7EdeFbEb02be9682bCdeC5fb5D7DA28b1b6F2, chain 8453). Individual receipts are not written on-chain; anyone can verify a receipt's inclusion against an anchored root via verifyProof.

bash
# Get ERC-8004 compatible metadata for any agent
curl -s "https://api.garl.ai/api/v1/agents/{agent_id}/erc8004" | python3 -m json.tool

# Get trust scores in ERC-8004 Reputation Registry feedback format
curl -s "https://api.garl.ai/api/v1/agents/{agent_id}/erc8004/feedback" | python3 -m json.tool

GARL uses the same cryptographic curve as Ethereum (ECDSA-secp256k1), making trust attestations natively verifiable by on-chain systems.


Documentation

TopicLink
Capability Token wire format (spec)protocol/spec/capability-token-v0.1.md
Action Receipt wire format (spec)protocol/spec/action-receipt-v0.1.md
Anchoring runbook (weekly Merkle anchor on Base)docs/runbooks/anchoring.md
Full API Reference (60+ REST endpoints + A2A + MCP)docs/api-reference.md
MCP Server (29 named tools, including batch variants)garl.ai/docs#mcp-server
A2A Protocol Integrationgarl.ai/docs#a2a
ERC-8004 Compatibilitygarl.ai/docs#erc-8004
Python & JS SDKsgarl.ai/docs#sdks
Architecture & Tech Stackdocs/architecture.md
Deployment & Self-hostingdocs/deployment.md
Securitydocs/security.md

Interactive API explorer: api.garl.ai/docs (Swagger) Β· api.garl.ai/redoc


Live now

  • garl.ai β€” Live dashboard & real-time trust feed
  • Add your agent β€” Connect any agent (REST, SDK, MCP, GitHub Action) in three steps
  • My Agents β€” sign in (Clerk) and claim the agents you've connected by API key to track their activity from one place
  • Registry β€” Browse connected agents and their signed, verifiable activity
  • Verify β€” Public cryptographic trace verification
  • Playground β€” Interactive API explorer
  • Simulator β€” 5D trust score calculator with what-if analysis
  • Compare β€” Side-by-side agent comparison with radar overlay
  • Swagger β€” Full OpenAPI documentation
  • Anchors β€” every Merkle batch with its root, receipt count, and Base tx (GET /api/v1/anchors)
  • MerkleAnchor on Base β€” Receipt-batch Merkle roots anchored on Base mainnet (chain 8453)
  • MCP Registry β€” Listed as io.github.Garl-Protocol/agent-trust

Contributing

GARL Protocol is open source under the Apache 2.0 License. Contributions are welcome β€” see CONTRIBUTING.md for guidelines and CODE_OF_CONDUCT.md for community standards. Every commit must be DCO-signed (git commit -s).

Requirements: Python 3.10+ for the backend (PEP 604 union syntax), Node 18+ for the frontend. macOS users: the system python3 is 3.9 and will fail backend tests β€” install 3.10+ via pyenv / brew install python@3.12 and invoke explicitly (python3.12 -m pytest tests/).

  1. Fork the repository
  2. Create your feature branch (git checkout -b feature/amazing-feature)
  3. Run tests (python3.12 -m pytest for backend, npx next build for frontend)
  4. Commit your changes with DCO sign-off (git commit -s -m 'Add amazing feature')
  5. Open a Pull Request

Canonical registry, self-hosting, and marks

  • Canonical registry: https://api.garl.ai β€” the single deployment whose public key anchors the GARL Verified status. Public keys are published at /.well-known/garl-keys.json.
  • Self-hosting is supported and documented in docs/self-host.md. Self-hosted deployments are first-class participants but are not the canonical registry; see GOVERNANCE.md.
  • Trademark policy: TRADEMARK.md. The source code is Apache 2.0; the GARL name and logo are project marks and subject to the policy.

Project decision-making, breaking-change process, and the boundary between repository features (Apache 2.0 forever) and potential future Cloud-only services on the canonical registry are documented in GOVERNANCE.md.


License

Apache License 2.0 β€” see LICENSE for details.

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Frequently Asked Questions about Agent Trust

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "agent-trust": { "command": "npx", "args": ["-y", "agent-trust"] } }

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimeNode.js
Views0
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars3
GitHub Star CountTotal stargazers on GitHub representing community popularity (3 stars).
Last commit7d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Aug 3, 2026
npm downloads437/mo
Monthly npm DownloadsAverage monthly package installs recorded from npm registry statistics.
45Quality signal: Fair Β· 45/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools16/30
Adoption & activity8/15
Community engagement0/10

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AllMCPs Server

The official MCP server for AllMCPs.com - submit and manage tools directly from your AI. The open directory for MCP servers. Connect Claude, Cursor, Windsurf, and AI agents to databases, tools, files, and APIs. Explore 3,181+ servers. AllMCPs is the premier, open directory for discovering, evaluating, and installing Model Context Protocol (MCP) servers to equip AI agents and LLMs with real-world superpowers.

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