The Data Collector
Server Details
Search Hacker News, Bluesky, and Substack from a single MCP interface
- Status
- Unhealthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Server Listing
- the-data-collector
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
5 tool updates
- Changed
bluesky_search6 fields changed- removed
Input schema / properties / limitRemoved value: -{ - "default": 20, - "description": "Max results (1-50)", - "type": "integer" -} - added
Input schema / properties / maxItemsAdded value: +{ + "default": 10, + "description": "Maximum number of posts to return", + "type": "integer" +} - removed
Input schema / properties / queryRemoved value: -{ - "description": "Search keywords", - "type": "string" -} - added
Input schema / properties / scrapeTypeAdded value: +{ + "default": "posts", + "description": "Type of content to scrape", + "type": "string" +} - added
Input schema / properties / searchQueryAdded value: +{ + "description": "Search query for Bluesky posts", + "type": "string" +} - changed
Input schema / requiredPrevious value: -[ - "query" -]New value: +[ + "searchQuery" +]
- Changed
hn_search5 fields changed- removed
Input schema / properties / limitRemoved value: -{ - "default": 20, - "description": "Max results (1-50)", - "type": "integer" -} - added
Input schema / properties / maxResultsAdded value: +{ + "default": 10, + "description": "Maximum number of stories to return", + "type": "integer" +} - removed
Input schema / properties / queryRemoved value: -{ - "description": "Search keywords", - "type": "string" -} - added
Input schema / properties / searchTermsAdded value: +{ + "description": "Keywords to search for on Hacker News", + "items": { + "type": "string" + }, + "type": "array" +} - changed
Input schema / requiredPrevious value: -[ - "query" -]New value: +[ + "searchTerms" +]
- Removed
list_scrapers - Removed
run_scraper - Changed
substack_search5 fields changed- removed
Input schema / properties / limitRemoved value: -{ - "default": 20, - "description": "Max results (1-50)", - "type": "integer" -} - added
Input schema / properties / maxArticlesAdded value: +{ + "default": 5, + "description": "Maximum number of articles to return", + "type": "integer" +} - added
Input schema / properties / publicationsAdded value: +{ + "description": "Substack publication slugs (e.g. ['thedatacollector'])", + "items": { + "type": "string" + }, + "type": "array" +} - removed
Input schema / properties / queryRemoved value: -{ - "description": "Search keywords", - "type": "string" -} - changed
Input schema / requiredPrevious value: -[ - "query" -]New value: +[ + "publications" +]
5 tool updates
- Changed
bluesky_search6 fields changed- added
Input schema / properties / limitAdded value: +{ + "default": 20, + "description": "Max results (1-50)", + "type": "integer" +} - removed
Input schema / properties / maxItemsRemoved value: -{ - "default": 10, - "description": "Maximum number of posts to return", - "type": "integer" -} - added
Input schema / properties / queryAdded value: +{ + "description": "Search keywords", + "type": "string" +} - removed
Input schema / properties / scrapeTypeRemoved value: -{ - "default": "posts", - "description": "Type of content to scrape", - "type": "string" -} - removed
Input schema / properties / searchQueryRemoved value: -{ - "description": "Search query for Bluesky posts", - "type": "string" -} - changed
Input schema / requiredPrevious value: -[ - "searchQuery" -]New value: +[ + "query" +]
- Changed
hn_search5 fields changed- added
Input schema / properties / limitAdded value: +{ + "default": 20, + "description": "Max results (1-50)", + "type": "integer" +} - removed
Input schema / properties / maxResultsRemoved value: -{ - "default": 10, - "description": "Maximum number of stories to return", - "type": "integer" -} - added
Input schema / properties / queryAdded value: +{ + "description": "Search keywords", + "type": "string" +} - removed
Input schema / properties / searchTermsRemoved value: -{ - "description": "Keywords to search for on Hacker News", - "items": { - "type": "string" - }, - "type": "array" -} - changed
Input schema / requiredPrevious value: -[ - "searchTerms" -]New value: +[ + "query" +]
- Added
list_scrapers - Added
run_scraper - Changed
substack_search5 fields changed- added
Input schema / properties / limitAdded value: +{ + "default": 20, + "description": "Max results (1-50)", + "type": "integer" +} - removed
Input schema / properties / maxArticlesRemoved value: -{ - "default": 5, - "description": "Maximum number of articles to return", - "type": "integer" -} - removed
Input schema / properties / publicationsRemoved value: -{ - "description": "Substack publication slugs (e.g. ['thedatacollector'])", - "items": { - "type": "string" - }, - "type": "array" -} - added
Input schema / properties / queryAdded value: +{ + "description": "Search keywords", + "type": "string" +} - changed
Input schema / requiredPrevious value: -[ - "publications" -]New value: +[ + "query" +]
3 tool updates
- First observed
bluesky_search - First observed
hn_search - First observed
substack_search
Frequently Asked Questions
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io.github.alice/server, link the matching GitHub user, then choose Claim with GitHub. An organization namespace such asio.github.acme/serveralso needs that organization to have installed the Glama AI GitHub App and approved its permissions, because GitHub discloses organization membership only to apps it has installed. Use HTTP or DNS when it has not.HTTP challenge — works when you can deploy a public file. Generate a token, publish the exact JSON Glama shows at
/.well-known/glama.jsonon the same origin as the connector, then choose Check HTTP challenge.DNS challenge — works when you control DNS but cannot change the server. Generate a token, create the exact TXT record Glama shows, wait for it to propagate, then choose Check DNS challenge.
After verification, Glama sends a confirmation email and gives you access to listing details, thumbnails, health checks, and analytics. Keep the HTTP file or DNS record in place: Glama periodically checks it and ownership remains verified while the token is discoverable.
The HTTP ownership file has this structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"claim": "glama_claim_..."
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If verification fails, confirm that you copied the current token exactly. The HTTP file must be public, return valid JSON with a successful HTTP response, and stay on the connector's origin. DNS changes may need more time to propagate. A claim cannot transfer to a different origin or hostname: if the connector target changes, Glama starts the grace period and the new target must be claimed separately after the previous claim is released.
For a connector linked to the official MCP Registry, registry updates continue to replace its name, description, and URL by default. After claiming, open Manage connector and enable Use Glama listing details as the source of truth if edits made on Glama should be preserved. Categories and thumbnails are always managed on Glama; registry linkage and technical connection settings continue to sync.
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Claim ownership of the server listing
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For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
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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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Glama MCP Gateway
Add one secure layer between your agents and this server.
TDQS
Each tool targets a distinct platform (Bluesky, Hacker News, Substack), so there is no overlap or ambiguity in purpose. The descriptions clearly specify the source and the type of data returned.
All three tools follow the same verb_noun pattern: platform_search (e.g., bluesky_search, hn_search, substack_search). This makes the naming predictable and easy to navigate.
Three tools is on the lower end but appropriate for a focused data collection server covering three specific sources. It is not too few to be useful, and each tool serves a clear purpose.
The server provides search functionality for each platform, which covers the core 'collect data' purpose. Minor gaps exist, such as no ability to fetch a specific post by ID or save/export results, but these are workable for most collection workflows.