
CoreLoop MCP server
Which MCP servers are CoreLoop's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.
read 2026-10-26
- Registry nameso.coreloop/directoryverified in the MCP registry
The registry name sits under coreloop.so. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.
- Stateanswerschecked 2026-10-26
- Tools7
- Server calls itselfcoreloop:network
- Server version1.2.1
- Protocol version2025-06-18
On 2026-10-26 the server answered initialize and tools/list without a sign-in. First answer in 218 ms.
- Its tools do let AI assistants answer questions about prices and hours, but not convert assistant chats into scheduled appointments; receive customer inquiries in a dashboard inbox.
- Checked on 2 of the 7 days it takes to judge reliability.
Once connected
- For "let AI assistants answer questions about prices and hours", the likely first call is search_businesses.
- Keep approval on for send_business_inquiry: they delete, send or pay without saying so.
- send_business_inquiry change data without a sign-in: anyone with the address can call them.
- Parameters are untyped or undescribed in 2 of 7 tools: check arguments before calling.
Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.
- INITE MCP scoreafter a weeka score needs 7 daily checks: 2 so far
- What an agent can do with it1 of 3 use cases
- Answeredmeasuring2 of the 7 daily checks it takes to print a share
- Median first answer1707 ms
- Space in an agent's context≈ 3,223 tokensthe definitions of all its tools (7), which an agent carries on every turn
- Tool definitionsA · 95 of 100
- Typed results7 of 7 toolsdeclared outputSchema: results come typed, read once
- Parameters without a description: in 2 of 7
What an agent can do with it
- can do · let AI assistants answer questions about prices and hours
- cannot · convert assistant chats into scheduled appointments
- cannot · receive customer inquiries in a dashboard inbox
Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?
Worth a look
- Tools that delete, send or pay, marked as not destructive: send_business_inquiry
- Tools that change data, on a server that answers without a sign-in: send_business_inquiry
A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →
search_businessesSearch 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…
check_business_availabilityOne 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_servicesCompare 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_agentThe 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…
get_business_infoFull profile for one business found through search_businesses: identity, locations, contact, policies, images, public documents and the languages it publishes in.
get_business_servicesOne 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.
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.
How to connect
Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:
{
"mcpServers": {
"directory": {
"type": "http",
"url": "https://coreloop.so/api/mcp/coreloop-directory"
}
}
}Add it
Claude Code, in a terminal
claude mcp add --transport http coreloop https://coreloop.so/api/mcp/coreloop-directoryclaude.ai, ChatGPT and other clients: add https://coreloop.so/api/mcp/coreloop-directory as a custom connector in the settings.
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
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