mcp-registry/com.ksaworks/goldseam · vcode build 846 · e15bb1fb
As of 2026-10-18 02:51 UTC, the Ksaworks Goldseam 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 6 minutes.
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Claude Code
claude mcp add --transport http ksaworks-goldseam-mcp-server https://goldseam.ksaworks.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"ksaworks-goldseam-mcp-server": {
"type": "http",
"url": "https://goldseam.ksaworks.com/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
51 tools on one server. Tool-selection accuracy drops as the menu grows, and some clients (e.g. Cursor) cap the number of active tools.
Group tools by task into smaller servers or toolsets, and merge near-duplicates behind one tool with a mode parameter.
3 parameter(s) across 3 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.
1 tool(s) have parameters with no type (no type/enum/anyOf/$ref).
Give every parameter a "type" (or "enum"/"anyOf"). Untyped parameters make models guess — strings for numbers, objects for arrays.
1 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads.
Loading this server's tool list costs an agent ~14,066 tokens before any work — more than 90% of MCP servers.
Split rarely-used tools into a separate server or a toolset the client can enable, or expose one "search tools" entry point. Many agents load every connected server's tools into every request.
Handshake + tools/list takes ~1,581 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.
In the last 30 days: 1 tool(s) removed and 1 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.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 3 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fcom.ksaworks%2Fgoldseam/fixes
{
"name": "search_programs_and_learning_units",
"description": "Which programs or courses match, and where? Words, a subject (CIP family, or unknown), a course subject prefix, a credential class, an award as published, and a school's state, city, type or UNITID answer with product cards (name, award, length and college when held, school and city, subject, checklist size, and what the program leads to through the CIP-SOC crosswalk) and the counts to refine by. Courses across every school need words of 3 or more characters; words held by very many courses need",
"inputSchema": {
"type": "object",
"properties": {
"cip": {
"description": "Optional: programs with this six-digit CIP code (e.g. 48.0508), a comma-separated list, or an array of codes",
"type": "string"
},
"city": {
"type": "string",
"description": "Optional city, one of a state answer's cities"
},
"code": {
"type": "string",
"description": "Optional, courses only: a course code as printed, e.g. ZOO 2015; lists that code at every school, or within the state, city or school given"
},
"type": {
"type": "string",
"examples": [
"program"
],
"description": "program (the default) or learning_unit"
},
"award": {
"type": "string",
"examples": [
"Certificate"
],
"description": "Optional award exactly as published, one of the answer's awards"
},
"limit": {
"type": "integer",
"description": "Optional page size (default 10, at most 50)"
},
"place": {
"type": "string",
"description": "Optional: a place the question names, read as a state (name or code), a city, or a school, e.g. Wyoming or Casper"
},
"query": {
"type": "string",
"examples": [
"nursing"
],
"description": "Words: a program's name or award, or a course's title"
},
"state": {
"type": "string",
"examples": [
"TX"
],
"description": "Optional two-letter state"
},
"offset": {
"type": "integer",
"description": "Optional: the next_offset from a previous answer"
},
"sector": {
"type": "string",
"description": "Optional school type as IPEDS labels it, e.g. public 2-year"
},
"unitid": {
"type": "string",
"description": "Optional: one school's IPEDS UNITID"
},
"subject": {
"type": "string",
"description": "Optional CIP family (two digits, e.g. 51) or unknown"
},
"credential": {
"type": "string",
"description": "Optional, programs only: a credential class, one of the answer's credential values (e.g. ceterms:AssociateDegree), or none"
},
"subject_code": {
"type": "string",
"description": "Optional: a course subject prefix, e.g. NURS, one of the answer's subject codes. A course's own prefix as printed, or a prefix a program's checklist requires"
}
}
},
"annotations": {
"title": "Search Programs and Learning Units",
"readOnlyHint": true
},
"title": "Search Programs and Learning Units"
}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/com.ksaworks/goldseam"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.ksaworks/goldseam"}) over MCP.
search_programs_and_learning_units ~679 tokensfind_my_school ~631 tokenscomparability_for_learning_unit ~420 tokensassemble_my_formal_education ~395 tokensassert_my_life_experiences ~390 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%2Fcom.ksaworks%2Fgoldseam?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.ksaworks%2Fgoldseam?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.ksaworks%2Fgoldseam.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.ksaworks%2Fgoldseam.svg :target: https://glimind.com/server/mcp-registry%2Fcom.ksaworks%2Fgoldseam?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 sha256:574a9ca01e1d8abd…, first seen 2026-10-17, included at leaf 3658 of 19,819. Version history · verify what your client received.
Compare: most reliable data servers · most reliable knowledge servers · most reliable database servers · most reliable productivity servers · most reliable search 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 02:51 UTC, the Ksaworks Goldseam 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 6 minutes.
Ksaworks Goldseam MCP server advertises 51 tools, including assemble_my_formal_education, assemble_my_work_and_credentials, assert_my_life_experiences, certifications_for_occupation, certifications_for_program.
Point your MCP client at this streamable-http endpoint: https://goldseam.ksaworks.com/mcp
Glimind scanned all 51 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.