Server Details
**ColdState Knowledge Search MCP Server** https://github.com/daniel-coldstate/coldstate-mcp Semantic search over 64.6M knowledge entries — the structured alternative to web search APIs and web scraping for LLM agents. No crawling, no rate limits, sub-3s responses. Cloud-hosted at services.coldstate.ai
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
See and control every tool call
Available Tools
6 toolscoldstate_browse_documentsInspect
Browse documents in a ColdState index. Returns titles, snippets, content, state classification, and E-scores.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max documents to return | |
| offset | No | Offset for pagination | |
| index_id | Yes | Index ID, e.g. idx_... |
coldstate_domainsInspect
List all available knowledge domains in ColdState's global knowledge base with entry counts.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
coldstate_explainInspect
Explain the scoring breakdown for a specific document against a query. Shows token-level TF-IDF scores, match ratio, and exact-match bonus calculation.
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | The search query to explain against | |
| doc_id | Yes | Document ID, e.g. "doc_42" or "42" | |
| index_id | Yes | Index ID, e.g. idx_... |
coldstate_list_indexesInspect
List all your ColdState indexes with their status, mode, document count, and domain preset.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
coldstate_searchInspect
Search a ColdState index by collection name or index ID. Returns ranked results with E-scores and state classification (CRYSTALLINE/FLUID/REACTIVE). Provide exactly one of collection or index_id.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max results to return | |
| query | Yes | The search query | |
| offset | No | Offset for pagination | |
| index_id | No | Index ID to search, e.g. idx_... (mutually exclusive with collection) | |
| collection | No | Collection name to search (mutually exclusive with index_id) |
coldstate_search_globalInspect
Search ColdState's global knowledge base (64M+ entries across 35+ domains including SCIENCE, MEDICINE, TECHNOLOGY, HISTORY, etc). Returns ranked results with E-scores, QST semantic topology scoring, and state classification. Optionally filter by domain.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max results to return | |
| query | Yes | The search query | |
| domain | No | Filter by knowledge domain (e.g. MEDICINE, SCIENCE, TECHNOLOGY, HISTORY, LAW, CODE). Case-insensitive. | |
| offset | No | Offset for pagination |
To claim this server, publish a /.well-known/glama.json file on your server's domain with the following structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [
{
"email": "your-email@example.com"
}
]
}The email address must match the email associated with your Glama account. Once verified, the server will appear as claimed by you.
Control your server's listing on Glama, including description and metadata
Receive usage reports showing how your server is being used
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The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
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