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CoreLoop Business Network

R0· no sign-in

Search real businesses, then read profiles, services and hours or contact them, in one endpoint.

v1.2.1 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality94strong
Trust80of 100
Uptime, 30 days100%
Latency p501616 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "directory": {
      "type": "http",
      "url": "https://coreloop.so/api/mcp/coreloop-directory"
    }
  }
}
claude mcp add --transport http directory https://coreloop.so/api/mcp/coreloop-directory
[mcp_servers.directory]
url = "https://coreloop.so/api/mcp/coreloop-directory"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "directory": {
      "type": "remote",
      "url": "https://coreloop.so/api/mcp/coreloop-directory",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "directory": {
      "type": "http",
      "url": "https://coreloop.so/api/mcp/coreloop-directory"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=directory&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vY29yZWxvb3Auc28vYXBpL21jcC9jb3JlbG9vcC1kaXJlY3RvcnkifQ%3D%3D"
}
{
  "servers": {
    "directory": {
      "type": "http",
      "url": "https://coreloop.so/api/mcp/coreloop-directory"
    }
  }
}
{
  "mcpServers": {
    "directory": {
      "httpUrl": "https://coreloop.so/api/mcp/coreloop-directory"
    }
  }
}
extensions:
  "directory":
    enabled: true
    name: "directory"
    type: streamable_http
    uri: "https://coreloop.so/api/mcp/coreloop-directory"
    timeout: 300

Quality 94 / 100strong

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 300000)
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 hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • warn
    tools.description_length1 tools have descriptions over 1,024 characters, which crowds the context
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations7 of 7 tools declare readOnlyHint or destructiveHint
  • warn
    tools.directory_hints1 of 7 tools declare all four hints; missing: search_businesses (destructiveHint, idempotentHint); check_business_availability (destructiveHint, idempotentHint); compare_business_services (destructiveHint, idempotentHint); …
  • pass
    tools.token_costabout 3,230 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

7 tools, about 3,230 tokens to load them all · tool set 62cf52c9564a · checked 2026-10-19 11:27 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-61d-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://coreloop.so/api/mcp/coreloop-directory streamable-httpnoneyes100%1616 ms2026-07-28, 2025-06-18, 2025-03-262026-10-19

Tools (7)

check_business_availabilityread-onlyOne business's opening hours, whether it is open right now, and when it next opens. Phase 1 returns published hours, not bookable slots.
compare_business_servicesread-onlyCompare one business's services within a category or keyword, with a price/duration summary. Each row reports `match_type`, so you can tell an exact category hit from an incidental keyword.
get_business_agentread-onlyThe canonical ids and endpoint URLs for one business — its own MCP and A2A endpoints, agent card, llms.txt and public page, under `protocol_urls`. A null URL means that surface is switched off for this business right now: do not construct it yourself, and use one of the non-null surfaces instead.
get_business_inforead-onlyFull profile for one business found through search_businesses: identity, locations, contact, policies, images, public documents and the languages it publishes in.
get_business_servicesread-onlyOne business's service catalogue, with filtering, sorting and pagination. Page with `offset`/`limit` and read `has_more` — the order is stable, so a second page will not repeat or skip a service.
search_businessesread-onlySearch the CoreLoop business directory. Start here: every other tool on this endpoint needs a business, and each result carries the `business_id` and `slug` you pass to them as the `business` argument. `business_id` is a PUBLIC, OPAQUE, STABLE routing identifier: it is safe to store and re-use across sessions, it stays the same when a business renames itself or changes its slug, and it carries no sensitive information. Treat it as a token — do not parse it, do not derive meaning from its format, and do not construct one. Pass back exactly the value you were given. A result with `asserts_no_physical_location: true` has stated that it has no premises (consultants, trades, online-only) — it is intentionally absent from city search rather than missing data. `false` means no such statement was made; it does NOT imply premises. Results are returned in your requested language when the business has published a translation: send `?locale=<code>` on the endpoint URL (takes precedence) or an Accept-Language header. Each result reports the language it is written in (`locale`), the business's original language (`content_locale`), and every language it is available in (`available_locales`). `mcp_url`, `a2a_url` and `page_url` — and every URL inside `protocol_urls` — are null when that surface is currently switched off for the business: a null is intentional (do not construct the URL yourself), and the business remains reachable through its non-null surfaces. `data_source: "directory"` marks these rows as the search projection; call get_business_info for the live profile. PAGING: one call returns at most `limit` results. Read `has_more` — a short page is not proof of the end — and pass `next_cursor` back as `cursor` for the next page. The cursor is opaque and bound to the filters and sort it was issued for: change any of them and it is rejected, so start a new search instead. `limit` may change between pages.
send_business_inquirySend a message to one business. This has a real side effect — it notifies the owner and delivers an email — and is rate-limited both per business and across this directory, so send one considered inquiry rather than a broadcast.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "so.coreloop/directory",
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "so.coreloop": {
        "tools": [
          "search_businesses",
          "check_business_availability",
          "compare_business_services",
          "get_business_agent",
          "get_business_info",
          "get_business_services",
          "send_business_inquiry"
        ],
        "networkA2aUrl": "https://coreloop.so/api/a2a/coreloop-directory",
        "authentication": "none - public and unauthenticated, rate-limited per client",
        "entryPointTool": "search_businesses",
        "endpointAliasUrl": "https://coreloop.so/api/mcp/directory",
        "humanDirectoryUrl": "https://coreloop.so/discover",
        "platformLlmsTxtUrl": "https://coreloop.so/llms.txt",
        "sideEffectingTools": [
          "send_business_inquiry"
        ],
        "networkAgentCardUrl": "https://coreloop.so/.well-known/agent-card.json",
        "wellKnownServerCardUrl": "https://coreloop.so/.well-known/mcp.json",
        "perBusinessA2aUrlTemplate": "https://coreloop.so/api/a2a/{slug}",
        "perBusinessMcpUrlTemplate": "https://coreloop.so/api/mcp/{slug}",
        "perBusinessLlmsTxtUrlTemplate": "https://coreloop.so/{slug}/llms.txt",
        "perBusinessAgentCardUrlTemplate": "https://coreloop.so/{slug}/.well-known/agent-card.json"
      }
    }
  },
  "icons": [
    {
      "src": "https://coreloop.so/brand/coreloop-mark-512.png",
      "sizes": [
        "512x512"
      ],
      "mimeType": "image/png"
    },
    {
      "src": "https://coreloop.so/brand/coreloop-mark.svg",
      "sizes": [
        "any"
      ],
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "CoreLoop Business Network",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://coreloop.so/api/mcp/coreloop-directory",
      "type": "streamable-http"
    }
  ],
  "version": "1.2.1",
  "websiteUrl": "https://coreloop.so",
  "description": "Search real businesses, then read profiles, services and hours or contact them, in one endpoint."
}