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Glama

Server Details

Agent-driven search: build, import, tune, search, and score result quality — all over MCP.

Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL

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 3.7/5 across 107 of 107 tools scored. Lowest: 2.8/5.

Server CoherenceA
Disambiguation5/5

Each tool targets a distinct resource-action pair with clear prefixes (account, analytics, api_key, etc.). Even similar tools (e.g., search_by_image vs search_by_image_base64) are distinguished by modality. No two tools appear to do the same thing.

Naming Consistency5/5

All tool names follow a consistent snake_case noun_verb pattern (e.g., account_get, contributors_create, eval_run_status). POST variants are consistently suffixed with _post. The naming is highly systematic and predictable.

Tool Count1/5

With 107 tools, this server is far beyond the typical 3-15 range. While the domain is broad, the number is excessive for an MCP server, making it hard for agents to navigate. Score 1 per calibration (50+ tools is extreme mismatch).

Completeness5/5

The server covers a comprehensive set of operations for a search platform: account, analytics, API keys, bulk operations, contributors, coordinates, evaluation, facets, feeds, groups, judges, lists, media, resources, searchable fields, search results, and webhooks. CRUD and lifecycle operations are present for most resources. No obvious gaps.

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