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Glama

Server Details

MCP server for Research

Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL
Repository
varvararatta/botfactory-mcp
GitHub Stars
0

Glama MCP Gateway

Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.

MCP client
Glama
MCP server

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.

100% free. Your data is private.
Tool DescriptionsB

Average 3.4/5 across 4 of 4 tools scored. Lowest: 2.4/5.

Server CoherenceA
Disambiguation5/5

Each tool has a distinct purpose: health_check is a standalone health endpoint, get_paper retrieves a single paper by ID/DOI, list_papers_by_author queries by author name, and search_papers searches by keywords. No overlap in functionality.

Naming Consistency5/5

All tool names follow a consistent snake_case verb_noun pattern ('get_paper', 'health_check', 'list_papers_by_author', 'search_papers'), making it easy to infer tool behavior from the name.

Tool Count5/5

With 4 tools, the server is well-scoped for a research paper search service. Each tool covers a necessary operation (health check, single paper retrieval, author-based and keyword-based search) without being bloated or insufficient.

Completeness4/5

The tool surface covers the core needs: health check, single paper lookup, and two search modes (by author and by keyword). Minor gaps exist, such as the absence of search by concept or date range, but the main workflows are supported.

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