Simbad
Server Details
CDS SIMBAD — astronomical object database (~14M objects) via TAP/script
- Status
- Unhealthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- pipeworx-io/mcp-simbad
- GitHub Stars
- 0
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Tool Definition Quality
Average 4.3/5 across 23 of 23 tools scored. Lowest: 2.7/5.
Most tools have distinct purposes, with detailed descriptions. Minor overlap exists between ai_visibility_check and scan_competitor_ai_presence, and among company-related tools like entity_profile, compare_entities, and recent_changes, but descriptions clarify usage.
Tool names use mixed conventions: snake_case (ai_visibility_check, ask_pipeworx), compound words (cone_search, discover_tools), and inconsistent patterns (pipeworx_feedback vs. generate_llms_txt). No consistent verb_noun pattern.
23 tools is high but not extreme. The server aggregates multiple domains (SIMBAD, Pipeworx, Polymarket, memory), making the count borderline. It could benefit from splitting into separate servers for clarity.
The tool set covers astronomy, data queries, betting, memory, and AI visibility. However, it lacks update/delete for entities and direct pack-level tools (though discover_tools helps). Completeness varies by subdomain.
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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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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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