A
license-
qualityB
maintenanceReal-time curated knowledge API for AI agents. Updated Mon/Wed/Fri from 31 sources covering AI/tech, startups, alternative markets, and emerging markets — no scraping or storage required.
Last updated
1
MIT
4bots
by net.4bots
Server Details
Drop-in daily content for AI briefing agents. 10 channels, 100 free calls on signup.
- Status
- Unhealthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- davidsiegel59/4bots
- GitHub Stars
- 0
- Server Listing
- 4bots
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Tool Definition Quality
B3.4/5.0
Tool DescriptionsB
Average 3.4/5 across 9 of 9 tools scored. Lowest: 2.4/5.
Server CoherenceA
Disambiguation5/5
Each tool has a clearly distinct purpose. create_setup_link and start_subscription both initiate subscriptions but through different mechanisms (human link vs. direct), and their descriptions clearly differentiate them. No other tools overlap in functionality.
Naming Consistency4/5
All tool names follow a verb_noun pattern in snake_case (e.g., get_bundle, list_channels). While there is variety in verbs (get_, create_, start_, try_, vote_), the naming is descriptive and consistent in style. minor deviation is the use of 'setup' in create_setup_link versus 'subscription' in start_subscription, but overall predictable.
Tool Count5/5
With 9 tools, the set is well-scoped for a subscription content service. It covers sampling, subscribing, content retrieval, status checking, and voting on future channels without excess. Each tool serves a clear purpose.
Completeness3/5
The tool surface covers the primary user journey (sample, subscribe, get daily content, check status, vote) but lacks update or cancel functionality for subscriptions. There is no tool to modify channels or cancel directly, which are notable gaps for full lifecycle management.
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{
"$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 published, Glama will automatically detect and verify the file within a few minutes.
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