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MarginGlow AI Signal

R1· needs a key

Evidence-backed opportunity intelligence for small businesses, built for authorised AI agents.

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect on its own if it already holds SIGNAL_TOKEN.Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.
Quality91strong
Trust80of 100
Uptime, 30 days100%
Latency p50544 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "signal": {
      "type": "http",
      "url": "https://www.marginglow.com/mcp",
      "headers": {
        "Authorization": "Bearer ${SIGNAL_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http signal https://www.marginglow.com/mcp --header "Authorization: Bearer ${SIGNAL_TOKEN}"
[mcp_servers.signal]
url = "https://www.marginglow.com/mcp"
bearer_token_env_var = "SIGNAL_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "signal": {
      "type": "remote",
      "url": "https://www.marginglow.com/mcp",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:SIGNAL_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "signal": {
      "type": "http",
      "url": "https://www.marginglow.com/mcp",
      "headers": {
        "Authorization": "Bearer ${SIGNAL_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=signal&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd3d3Lm1hcmdpbmdsb3cuY29tL21jcCIsImhlYWRlcnMiOnsiQXV0aG9yaXphdGlvbiI6IkJlYXJlciAke1NJR05BTF9UT0tFTn0ifX0%3D"
}
{
  "servers": {
    "signal": {
      "type": "http",
      "url": "https://www.marginglow.com/mcp",
      "headers": {
        "Authorization": "Bearer ${SIGNAL_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "signal": {
      "httpUrl": "https://www.marginglow.com/mcp",
      "headers": {
        "Authorization": "Bearer ${SIGNAL_TOKEN}"
      }
    }
  }
}
extensions:
  "signal":
    enabled: true
    name: "signal"
    type: streamable_http
    uri: "https://www.marginglow.com/mcp"
    headers:
      "Authorization": "Bearer ${SIGNAL_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${SIGNAL_TOKEN}. The registry never accepts secret values.

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations3 of 3 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 585 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

3 tools, about 585 tokens to load them all · tool set c312f902c73c · checked 2026-10-20 11:08 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 80 / 100

no-repository
provenance55
liveness100
freshness85
hygiene80

+dns-namespace +website +reachable +uptime-100% ~updated-55d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://www.marginglow.com/mcp streamable-httpapi_key ${SIGNAL_TOKEN}yes100%544 ms2025-11-252026-10-20

Tools (3)

analyse_small_business_opportunitiesUse this when a user wants practical, evidence-based ways for a specific small business to increase revenue, improve margins, reduce costs, strengthen Google visibility, improve conversion or prioritise growth actions. Requires the business name and public website. Returns structured evidence, ranked opportunities, confidence, commercial impact and first actions. Consumes one complimentary or paid MarginGlow AI Signal credit. Do not use for generic business definitions, investment advice, regulated advice or analysis that requires private financial data.
check_marginglow_signal_accessread-onlyChecks the authenticated agent's complimentary and paid MarginGlow AI Signal balances, whether an analysis can run, which allowance will be used next and the latest successfully credited Stripe purchase. This is read-only and does not consume a Signal.
purchase_marginglow_signalCreates a secure Stripe payment link for one MarginGlow AI Signal costing EUR 2, inclusive of applicable tax. Use this when analyse_small_business_opportunities reports that no Signal credits remain. A payment-capable agent may follow the payment instructions automatically when supported. Otherwise, give the secure checkout URL to the user. After payment, retry the original analysis request with the same agent API key and Idempotency-Key.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.marginglow/signal",
  "title": "MarginGlow AI Signal",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://www.marginglow.com/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "isRequired": true,
          "description": "Bearer API key from MarginGlow. Request access at https://www.marginglow.com/signal."
        }
      ]
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://www.marginglow.com/signal",
  "description": "Evidence-backed opportunity intelligence for small businesses, built for authorised AI agents."
}