mcp-registry/io.github.kevinbett/sampuli · v0.1.0
As of 2026-10-18 05:49 UTC, the Kevinbett Sampuli MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 1 outage in 90 days, with a median recovery of 8 minutes.
Format-true synthetic test data for 90 countries — IBANs, SWIFT/BIC, IDs, cards, all certified.
Claude Code
claude mcp add --transport http kevinbett-sampuli-mcp-server https://sampuli.site/api/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"kevinbett-sampuli-mcp-server": {
"type": "http",
"url": "https://sampuli.site/api/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
6 of 6 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
1 parameter(s) across 1 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call. How to fix →
Handshake + tools/list takes ~1,743 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 1 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.kevinbett%2Fsampuli/fixes
{
"name": "sampuli_describe_country",
"description": "List a country's available fields (phone, national ID, tax number, IBAN, SWIFT/BIC, card, …) and preset scenarios.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"country"
],
"properties": {
"country": {
"type": "string",
"description": "ISO code, e.g. \"ke\", \"de\", \"us\", \"ng\"."
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
},
"title": "Describe a country"
}{
"name": "sampuli_fetch",
"description": "Fetch synthetic test data from a natural request when you don't know the exact spec — e.g. \"a SWIFT code for China\", \"Kenya phone number\", \"German passport\", \"a Nigerian BVN\". Sampuli resolves the country and field for you (China→cn, \"SWIFT code\"→swift) and generates a format-true value. Prefer sampuli_generate when you already have a spec like \"cn.swift\".",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"query"
],
"properties": {
"seed": {
"type": "string",
"description": "Reproducible output."
},
"count": {
"type": "integer",
"maximum": 10000,
"minimum": 1,
"description": "How many (omit for one)."
},
"query": {
"type": "string",
"description": "Plain-language request, e.g. \"a SWIFT code for China\", \"UK IBAN\", \"India GSTIN\"."
},
"format": {
"enum": [
"json",
"csv"
],
"type": "string",
"description": "Output format (default json)."
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
},
"title": "Fetch data by plain-language request"
}{
"name": "sampuli_list_countries",
"description": "List every country Sampuli can generate synthetic test data for (90 countries), with the ISO code used as a spec prefix.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {}
},
"annotations": {
"readOnlyHint": true
},
"title": "List Sampuli countries"
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.kevinbett/sampuli"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.kevinbett/sampuli"}) over MCP.
sampuli_generate ~326 tokenssampuli_schema ~323 tokenssampuli_fetch ~262 tokenssampuli_describe_country ~114 tokenssampuli_list_types ~83 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.kevinbett%2Fsampuli?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.kevinbett%2Fsampuli?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.kevinbett%2Fsampuli.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.kevinbett%2Fsampuli.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.kevinbett%2Fsampuli?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:6327f0cc58ff1166…, first seen 2026-10-17, included at leaf 9638 of 20,526. Version history · verify what your client received.
Compare: most reliable data servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-18 05:49 UTC, the Kevinbett Sampuli MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 1 outage in 90 days, with a median recovery of 8 minutes.
Kevinbett Sampuli MCP server advertises 6 tools, including sampuli_describe_country, sampuli_fetch, sampuli_generate, sampuli_list_countries, sampuli_list_types.
Point your MCP client at this streamable-http endpoint: https://sampuli.site/api/mcp
Glimind scanned all 6 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.