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Glama

Server Details

Search and browse every MCP server in the Model Context Protocol registry.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
Spacemandomains/mcp-registry-search
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 DescriptionsA

Average 3.7/5 across 3 of 3 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a clearly distinct purpose: get_mcp_server_details retrieves details for a specific server, list_mcp_servers paginates through all servers, and search_mcp_registry finds servers by keyword. No overlap.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern in snake_case: get_mcp_server_details, list_mcp_servers, search_mcp_registry. No deviation.

Tool Count5/5

Three tools is appropriate for a read-only registry search server. It provides essential operations (search, list, get details) without unnecessary bloat.

Completeness5/5

The tool set covers the full read-only lifecycle for a registry: searching, listing with pagination, and retrieving details. No obvious gaps for its stated purpose.

Available Tools

3 tools
get_mcp_server_detailsAInspect

Get full metadata for a specific MCP server by its reverse-DNS registry name (e.g. io.github.username/server-name). Returns all versions, remotes, packages, and tools.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesReverse-DNS registry name of the server (e.g. io.github.username/server-name)
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must bear the full burden. It discloses what is returned ('all versions, remotes, packages, and tools') but does not mention any behavioral traits such as side effects, authentication needs, or rate limits. For a read operation, this is minimal.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description consists of two concise sentences. The first sentence defines the purpose and identifier format; the second lists the return contents. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema and no annotations, the description adequately covers what the tool does and what it returns. However, it could provide more detail on the response structure or any limitations, so it is not fully complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema already describes the 'name' parameter with 100% coverage. The description adds a concrete example of the reverse-DNS format, which enhances understanding beyond the schema's description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Get full metadata', the resource 'MCP server', and specifies the identifier format (reverse-DNS registry name). It distinguishes from siblings 'list_mcp_servers' and 'search_mcp_registry' by focusing on a single server.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage context (when you need details for a specific server) but does not explicitly state when not to use it or contrast with siblings. Sibling tools are listed but not differentiated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_mcp_serversAInspect

Browse all MCP servers in the registry with pagination. Use the next_cursor from the response to fetch subsequent pages.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of servers per page (1-100, default 20)
cursorNoPagination cursor from a previous list response
latest_onlyNoOnly return the latest version of each server (default true)
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It describes pagination behavior but does not disclose whether the operation is read-only, idempotent, or any side effects. The implied read-only nature is insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with purpose, no redundant information. Efficient and clear.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema is provided, so the description should explain what the response contains beyond the cursor. It mentions pagination but omits the actual data structure (e.g., list of servers with metadata). This is a moderate gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage, providing clear parameter semantics. The description adds only the pagination hint but does not elaborate on 'latest_only' or other parameters beyond schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Browse' and the resource 'MCP servers' with pagination, distinguishing it from siblings like get_mcp_server_details (details of one server) and search_mcp_registry (search).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides a clear pagination instruction ('Use the next_cursor from the response to fetch subsequent pages') but does not explicitly differentiate when to use this tool vs siblings or when not to use it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

search_mcp_registryAInspect

Find servers by keyword or name (e.g. 'weather', 'github', 'database'). Returns matching servers with their endpoint URL, transport type, and description.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of results (default 10, max 50)
queryYesKeyword or name to search for (e.g. 'weather', 'stripe', 'postgres')
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description bears the full burden. It describes the tool as a search (likely read-only), but lacks details on side effects, permissions, or rate limits.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences, efficient, and front-loaded with the key action and examples.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description adequately mentions return fields (endpoint URL, transport type, description). It covers the search functionality completely for a simple tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with good parameter descriptions. The tool description adds general examples but no additional meaning beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose as finding servers by keyword or name, and distinguishes it from sibling tools (get_mcp_server_details, list_mcp_servers) through implied scope.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides examples of when to use the tool ('weather', 'github', 'database') but does not explicitly compare to siblings or state when not to use it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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