BGPT - Scientific Paper Search
Server Details
Search scientific papers with structured experimental data from full-text studies
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- connerlambden/bgpt-mcp
- GitHub Stars
- 38
- Server Listing
- BGPT
Glama MCP Gateway
Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.
Full call logging
Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.
Tool access control
Enable or disable individual tools per connector, so you decide what your agents can and cannot do.
Managed credentials
Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.
Usage analytics
See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.
Tool Definition Quality
Average 4.8/5 across 2 of 2 tools scored.
The two tools have clearly distinct purposes: one is for looking up a paper by DOI, the other is for searching papers by query. No ambiguity.
Both tool names follow a consistent verb_noun pattern (lookup_paper, search_papers).
With only 2 tools, the server is minimal yet functional for its claimed purpose of scientific paper search and lookup. It's slightly thin but not unreasonable.
The tool set covers search and lookup by DOI, but lacks operations for other identifiers, filtering, or advanced queries. Moderate gaps exist for a comprehensive research tool.
Available Tools
2 toolslookup_paperLook up paper by DOIRead-onlyIdempotentInspect
Look up a single paper by its DOI.
Args: doi: The DOI of the paper (e.g. "10.1038/s41586-024-07386-0"). output_format: "evidence" for compact claim-level evidence (default), "legacy" for original paper metadata, or "full" for both.
Returns: An envelope with found status and the paper in result, or a not-found message. A found paper counts as one result.
| Name | Required | Description | Default |
|---|---|---|---|
| doi | Yes | ||
| output_format | No | evidence |
Output Schema
| Name | Required | Description |
|---|---|---|
No output parameters | ||
search_papersSearch scientific evidenceRead-onlyIdempotentInspect
Search claim-level evidence extracted from full-text scientific papers.
Args: query: Search terms (e.g. "CRISPR gene editing efficiency"). Short, concise queries are best. English language only. Use days_back and num_results instead of adding years or filters to the query. num_results: Number of results to return (1-100, default 16). First 50 results are free, then metered per result for paid users. days_back: Only return papers published within the last N days. output_format: "evidence" for compact claim-level evidence (default), "legacy" for original paper metadata, or "full" for both.
Returns: An envelope whose results list contains papers with claims, experiments, exact results, demonstrated scope, limitations, and provenance.
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | ||
| days_back | No | ||
| num_results | No | ||
| output_format | No | evidence |
Output Schema
| Name | Required | Description |
|---|---|---|
No output parameters | ||
Claim this connector by publishing 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 published, Glama will automatically detect and verify the file within a few minutes.
Control your server's listing on Glama, including description and metadata
Access analytics and receive server usage reports
Get monitoring and health status updates for your server
Feature your server to boost visibility and reach more users
For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
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.
Discussions
No comments yet. Be the first to start the discussion!
Your Connectors
Sign in to create a connector for this server.