mcp-registry/io.github.peteratpondo/kit-memory-demo · v0.1.0
As of 2026-10-27 07:50 UTC, the Peteratpondo Kit Memory Demo MCP server is up with a Glimind reliability score of 91/100 (grade A). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 12 outages in 90 days, with a median recovery of 5 minutes.
Continuity for agents: a live memory you can read and cite right now, outliving the context window.
Point your MCP client at this streamable-http endpoint: https://demo-mcp.kit-project.com/mcp
8 of 8 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 →
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 →
In the last 30 days: 0 tool(s) removed and 3 schema change(s).
Add new tools or optional parameters instead of renaming or removing; deprecate first (say so in the description) and remove later. Agents cache tool contracts. 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.peteratpondo%2Fkit-memory-demo/fixes
{
"name": "presence",
"description": "Read live Lady Whiskerdown facet presence within the requested window.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"to": {
"type": "string",
"description": "Delivery address of a live session, taken from this tool's own facets list. Sends instead of reading. The address is issued by the server and bound to the session that holds it; a session id is not an address and will not be accepted as one."
},
"scope": {
"enum": [
"work",
"personal",
"general",
"all"
],
"type": "string",
"description": "Which conversations to include. Defaults to work, which withholds personal threads."
},
"message": {
"type": "string",
"description": "At most 400 characters, delivered in full in that session's next presence check or memory-read footer, quoted as another session's words. Sending means queued, not confirmed read. Nothing wakes or spawns; quiet sessions are refused and unread messages expire after 30 minutes."
},
"kit_session_id": {
"type": "string",
"pattern": "^[A-Za-z0-9:_-]+$",
"maxLength": 160,
"minLength": 8,
"description": "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."
},
"window_minutes": {
"type": "integer",
"description": "Live window in minutes. Defaults to 30. Maximum 1440."
}
},
"additionalProperties": false
},
"annotations": {
"title": "Reading presence",
"readOnlyHint": true
},
"title": "Reading presence"
}{
"name": "ranking_compare",
"description": "Compare search ranking for a query with and without the recently learned boost. Returns every row whose rank or score changes, with baseline rank, boosted rank, position delta, score delta, sample source, boost window, and units.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"query"
],
"properties": {
"tier": {
"type": "string",
"description": "Optional memory tier filter"
},
"limit": {
"type": "number",
"description": "Max candidate rows to compare, default 50 and capped by the API at 100"
},
"query": {
"type": "string",
"description": "Search query to compare over the real caller-scoped memory sample"
},
"project": {
"type": "string",
"description": "Optional project filter"
},
"surface": {
"anyOf": [
{
"type": "string"
},
{
"type": "array",
"items": {
"type": "string"
}
}
],
"description": "Optional surface filter"
},
"category": {
"type": "string",
"description": "Optional memory category filter"
},
"kit_session_id": {
"type": "string",
"pattern": "^[A-Za-z0-9:_-]+$",
"maxLength": 160,
"minLength": 8,
"description": "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."
}
},
"additionalProperties": false
},
"annotations": {
"title": "kit_ranking_compare",
"readOnlyHint": true
},
"title": "kit_ranking_compare"
}{
"name": "recall",
"description": "Search Lady Whiskerdown's archive. Use it first for anything Lady Whiskerdown should know. Returns the most relevant entries this key can read; cite each one you use as (Lady Whiskerdown:m#N) with its title.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"query"
],
"properties": {
"limit": {
"type": "number",
"description": "How many to return. Leave it unset and the Kit returns the memories that cleared the relevance bar; set it for exactly that many."
},
"query": {
"type": "string",
"description": "What to search for, in natural language"
},
"kit_session_id": {
"type": "string",
"pattern": "^[A-Za-z0-9:_-]+$",
"maxLength": 160,
"minLength": 8,
"description": "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."
}
},
"additionalProperties": false
},
"annotations": {
"title": "Finding things",
"readOnlyHint": true
},
"title": "Finding things"
}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.peteratpondo/kit-memory-demo"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.peteratpondo/kit-memory-demo"}) over MCP.
presence ~375 tokenssystems ~362 tokensranking_compare ~339 tokenswake ~266 tokensfocus ~257 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.peteratpondo%2Fkit-memory-demo?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.peteratpondo%2Fkit-memory-demo?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.peteratpondo%2Fkit-memory-demo.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.peteratpondo%2Fkit-memory-demo.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.peteratpondo%2Fkit-memory-demo?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 sha256:4027acb023fffaf1…, first seen 2026-10-17, included at leaf 15026 of 78,160. Version history · verify what your client received.
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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 2026-10-27 07:50 UTC, the Peteratpondo Kit Memory Demo MCP server is up with a Glimind reliability score of 91/100 (grade A). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 12 outages in 90 days, with a median recovery of 5 minutes.
Peteratpondo Kit Memory Demo MCP server advertises 8 tools, including areas, focus, presence, ranking_compare, recall.
Point your MCP client at this streamable-http endpoint: https://demo-mcp.kit-project.com/mcp
Glimind scanned all 8 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.