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Glama

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Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CRM, HRIS, ATS).

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
apideck-libraries/mcp
GitHub Stars
14
Server Listing
Apideck MCP

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 3.8/5 across 4 of 4 tools scored. Lowest: 2.9/5.

Server CoherenceA
Disambiguation5/5

Each tool has a clear, distinct purpose: returning input schemas, executing tools, listing scopes, and discovering tools. No overlapping responsibilities.

Naming Consistency5/5

All tool names follow a consistent 'verb_noun' pattern using snake_case, making them predictable and easy to understand.

Tool Count5/5

With 4 tools, the surface is well-scoped for an MCP server, covering discovery, execution, and introspection without being overly sparse or bloated.

Completeness4/5

The tool set covers core MCP operations (discovery, execution, schema retrieval) and includes scope listing. A missing feature might be retrieving description text for tools beyond the JSON schema, but it's a minor gap.

Available Tools

4 tools
describe_tool_inputA
Read-onlyIdempotent
Inspect

Return the JSON-Schema input contract for a tool by name.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesExact tool name to describe (e.g. "accounting-invoices-create"), as returned by list_tools.
Behavior4/5

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

Annotations already indicate readOnlyHint=true, idempotentHint=true, destructiveHint=false. The description adds that it returns the JSON-Schema input contract, which is additional behavioral context. No contradictions.

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?

A single sentence that is front-loaded with the action and object. No unnecessary words or repetition. Every word earns its place.

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

Completeness5/5

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

Given the single parameter, rich annotations, and no output schema, the description is complete. It tells the agent exactly what to expect and how to invoke the tool.

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?

Schema coverage is 100%, so baseline is 3. The description adds meaning by specifying how to use the 'name' parameter: exact tool name as returned by list_tools. This is helpful 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 tool's purpose: returning the JSON-Schema input contract for a given tool name. It uses a specific verb ('Return') and resource ('JSON-Schema input contract'), distinguishing it from siblings like list_tools (lists tools) and execute_tool (runs a tool).

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

Usage Guidelines4/5

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

The description provides clear context: it requires an exact tool name as returned by list_tools. While it doesn't explicitly state when not to use, the sibling tools offer natural alternatives. The guidance is adequate for an agent.

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

execute_toolBInspect

Invoke a tool by name. input is forwarded raw to the tool handler.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesExact tool name to invoke (e.g. "accounting-invoices-create"), as returned by list_tools.
inputNoArguments object forwarded verbatim to the target tool. Its shape matches that tool's input schema (fetch it with describe_tool_input). Omit for tools that take no arguments.
Behavior3/5

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

Description adds that 'input is forwarded raw to the tool handler', which is a behavioral detail. Annotations already indicate non-readonly and open world, so the description provides limited additional transparency.

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 with no extraneous information. Backticks highlight parameter names. Every word is necessary and clearly presented.

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

Completeness2/5

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

The description omits context about expected output, error handling, and the need to ensure the tool exists. An agent may not know to retrieve the input schema beforehand or how the result is returned.

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 clear parameter descriptions. The tool description adds minimal value beyond restating that input is forwarded raw; it doesn't provide new semantic context for the parameters.

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

Purpose4/5

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

Description clearly states 'Invoke a tool by name', which specifies the action and resource. While it doesn't explicitly differentiate from siblings like describe_tool_input or list_tools, the purpose is distinct and unambiguous.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives. There is no mention of prerequisite steps like listing tools or describing input schemas, which would help an agent use it correctly.

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

list_scopesB
Read-onlyIdempotent
Inspect

Return the list of allowed MCP scopes.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior3/5

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

Annotations already indicate read-only, idempotent, and non-destructive behavior. The description adds no new behavioral traits beyond stating it 'returns' a list, which aligns with annotations. With annotations present, the description's contribution is minimal but not contradictory.

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

Conciseness4/5

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

Single sentence with 7 words, no redundancy. For a simple retrieval tool with no parameters, this is acceptable. Slightly more detail could be added without harming conciseness.

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?

Given no output schema and no parameters, the description is minimal. It tells what the tool returns but not the format or what 'allowed MCP scopes' means. Adequate for straightforward use but leaves some ambiguity.

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?

No parameters exist, and schema coverage is 100%. Baseline of 4 is appropriate; description adds no parameter info but none is needed.

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

Purpose4/5

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

The description clearly states the tool returns a list of allowed MCP scopes, with a specific verb and resource. It distinguishes from sibling 'list_tools' which lists tools, not scopes. However, the term 'MCP scopes' is domain-specific and may not be immediately clear to all agents.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives like 'list_tools'. No context on prerequisites or scenarios. The agent must infer from the name alone.

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

list_toolsA
Read-onlyIdempotent
Inspect

Discover Apideck tools. Call with no args for domain index; filter with domain/search_terms/scope.

ParametersJSON Schema
NameRequiredDescriptionDefault
scopeNoFilter by mutation scope: "read" (no writes), "write" (creates/updates), or "destructive" (deletes/overwrites). Omit to include all scopes.
domainNoRestrict results to a single tool domain (e.g. "accounting", "hris"). Omit to get the cross-domain index. Use a key returned by a prior no-arg call.
search_termsNoCase-insensitive substring terms ANDed across a tool name/description (e.g. ["invoice","create"]). Omit to list everything in the domain.
Behavior3/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true. Description adds no additional behavioral info beyond 'Discover', which is consistent. No contradiction, but doesn't enrich what annotations already convey.

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 short sentences, front-loaded with purpose. Every word earns its place; no redundancy or fluff.

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?

For a low-complexity listing tool with good annotations, the description explains all filter dimensions and default behavior. Lacks explicit mention of return format, but this is minor given the tool's straightforward nature.

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?

Schema covers all parameters (100%). Description adds value by summarizing the default call behavior ('no args gives domain index') and the filtering options, supplementing the schema descriptions.

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?

Clear verb 'Discover' and resource 'Apideck tools'. Explicitly states usage variations (no args vs filtered). Distinguishes from siblings like describe_tool_input and execute_tool which have different purposes.

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

Usage Guidelines4/5

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

Provides explicit instructions: 'Call with no args for domain index; filter with domain/search_terms/scope.' Clearly implies default behavior, though lacks explicit when-not-to-use or comparison with list_scopes sibling.

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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