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Glama

Server Details

Create, browse, remix, collaborate on, and run durable AI workflow nodes from MCP hosts.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
Jonnyton/Workflow
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 3.3/5 across 5 of 5 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool targets a distinct combination of action (read, run, write) and resource (graph, page), with no overlap in functionality.

Naming Consistency5/5

All tools consistently follow the verb_noun pattern with underscores, such as read.graph and write.page, making them predictable.

Tool Count5/5

Five tools appropriately cover the core operations for workflow graphs and wiki pages without excess or deficiency.

Completeness4/5

The set covers read, write, and run operations for graphs and read/write for pages, but lacks delete operations for both resources, a minor gap.

Available Tools

5 tools
read.graphRead GraphB
Read-onlyIdempotent
Inspect

Read Workflow graph state without changing it.

ParametersJSON Schema
NameRequiredDescriptionDefault
tagsNoOptional comma-separated goal tag filter.
limitNoMaximum number of records to return.
queryNoOptional search text.
authorNoOptional goal author filter.
targetNoWhat to read: status, graphs, graph, goals, goal, or runs.status
goal_idNoOptional shared-goal identifier.
graph_idNoOptional graph/universe identifier.
run_statusNoOptional run status filter.
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint, so the description adds minimal value by restating 'without changing it.' It does not disclose additional behaviors like performance, pagination, or return format, but does not contradict annotations.

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?

The description is a single, front-loaded sentence. While concise, it could be slightly more informative without losing brevity (e.g., mentioning key parameters). Still, it avoids wordiness.

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?

For a read tool with 8 optional parameters and no output schema, the description is incomplete. It does not explain that the 'target' parameter switches between different aspects (status, graphs, goals) or how filters combine. The agent lacks critical context for correct invocation.

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 description coverage is 100%, so the baseline is 3. The description adds no parameter-specific context beyond what the schema already provides; it does not explain how filters or target choices affect output.

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 reads graph state without mutation, using a specific verb and resource. It distinguishes from siblings like 'run.graph' (execution) and 'write.graph' (modification), and annotations further confirm read-only intent.

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?

The description provides no guidance on when to use this tool versus alternatives (e.g., 'run.graph' or 'write.graph'). There is no mention of context or exclusion criteria, leaving the agent without decision support.

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

read.pageRead PageB
Read-onlyIdempotent
Inspect

Read or search Workflow wiki pages.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoOptional wiki page slug or path. Empty searches by query.
queryNoOptional search text or ambient relevance terms.
categoryNoOptional wiki category filter for searches.
max_resultsNoMaximum result count.
changed_sinceNoOptional ISO timestamp for feed freshness filtering. With an empty page/query/category, returns pages changed after this timestamp.
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, making the tool's safety profile clear. The description adds 'Read' which confirms read-only behavior but does not add significant new context beyond what annotations provide.

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 a single sentence of 6 words, front-loading the core purpose. Every word is informative, and there is no wasted text.

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 is minimal and omits important context such as the two modes (read by slug vs. search), expected output, and how to combine parameters. Given the tool's complexity (5 parameters, two operational modes), this is insufficient for an agent to understand its full capability.

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 description coverage is 100%, so the input schema already documents all 5 parameters. The description adds no additional meaning beyond the tool's overall purpose, which is adequate but not value-added.

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 ('read or search') and the resource ('Workflow wiki pages'), effectively distinguishing it from sibling tools like write.page (write) and read.graph (read graph).

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?

The description provides no explicit guidance on when to use this tool versus alternatives. It does not mention when to use read.graph for graph data or write.page for modifications, leaving the agent to 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.

run.graphRun GraphBInspect

Run a Workflow graph branch.

ParametersJSON Schema
NameRequiredDescriptionDefault
graph_idNoOptional graph/universe identifier.
run_nameNoOptional display name for the run.
inputs_jsonNoOptional JSON object containing run inputs.
branch_def_idYesBranch definition identifier to run.
recursion_limit_overrideNoOptional per-run recursion limit.
Behavior2/5

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

Does not disclose behavioral traits beyond annotations, such as return values, side effects, or error handling. Annotations indicate mutation but no additional context.

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?

Single sentence with no redundancy, efficiently conveys the core purpose.

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?

Sufficient for a simple tool with well-documented schema, but missing return value information and broader workflow context.

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 description coverage is 100%, so the description adds no additional meaning beyond what's already documented in 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 'Run a Workflow graph branch' clearly identifies the action and resource, distinguishing it from sibling tools like 'read.graph' and 'write.graph'.

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; lacks explicit context or exclusions.

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

write.graphWrite GraphAInspect

Create or queue Workflow graph state.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoHuman-readable shared-goal name.
tagsNoOptional comma-separated shared-goal tags.
textNoRequest text to queue.
targetYesWhat to write: goal or request.
graph_idNoOptional target graph/universe identifier.
branch_idNoOptional target branch identifier.
visibilityNoShared-goal visibility, usually public.public
descriptionNoOptional shared-goal description.
request_typeNoWorkflow request type.general
Behavior3/5

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

Annotations already indicate readOnlyHint=false and destructiveHint=false. The description adds 'queue' behavior but does not explain queuing implications. No contradiction with annotations.

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 a single sentence, directly stating the tool's function with no extraneous words. It is perfectly concise and front-loaded.

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 9 parameters and no output schema, the description is minimal. It does not explain return values or the meaning of 'queue'. The schema covers parameters well, but behavioral context is lacking.

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%, so the description adds no extra parameter context beyond the schema. The description does not clarify relationships between parameters, maintaining a baseline score.

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 action 'Create or queue' and the resource 'Workflow graph state', distinguishing it from sibling tools like read.graph, run.graph, and write.page.

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?

The description provides no guidance on when to use this tool versus alternatives, nor any exclusions or prerequisites. An agent would not know when to choose write.graph over write.page.

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

write.pageWrite PageCInspect

Write, patch, or file a Workflow wiki page.

ParametersJSON Schema
NameRequiredDescriptionDefault
kindNoFiling kind: bug, patch_request, feature, or design.
pageNoWiki page slug or path for page writes.
tagsNoOptional comma-separated tags.
reproNoOptional reproduction notes for filed issues.
titleNoFiling title when creating a bug, patch, feature, or design page.
contentNoFull page content for a page write.
dry_runNoPreview consolidation-style wiki writes when supported.
categoryNoWiki category for full page writes.
expectedNoOptional expected behavior for filed issues.
filenameNoWiki filename for full page writes.
new_textNoReplacement text for a targeted page patch.
observedNoOptional observed behavior for filed issues.
old_textNoExisting text to replace for a targeted page patch.
severityNoOptional severity for filed issues.
componentNoOptional affected component for filed issues.
force_newNoBypass duplicate detection for filed issues.
log_entryNoOptional wiki log entry for full writes or patches.
workaroundNoOptional workaround for filed issues.
expected_sha256NoOptional full-page hash guard for patches.
reporter_contextNoOptional reporter context for filed issues.
Behavior2/5

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

The description adds minimal behavioral context beyond annotations. It does not disclose what each mode (write, patch, file) entails—e.g., whether it creates, overwrites, or appends. The openWorldHint and destructiveHint are not explained or elaborated.

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?

The description is a single sentence, making it concise. However, given the tool's complexity (three modes, 20 parameters), it could be slightly longer to cover mode distinctions without becoming verbose.

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?

Despite high schema coverage, the description fails to provide a coherent overview of the tool's multiple functionalities. It does not explain how the three operations relate or which parameters are relevant for each, leaving the agent to infer from the schema alone.

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?

All 20 parameters have descriptions in the schema (100% coverage). The description adds no extra meaning or grouping; it does not clarify which parameters correspond to write, patch, or file operations. Baseline score is 3 since the schema already documents each parameter.

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 states it writes, patches, or files a Workflow wiki page, which clearly identifies the resource and main actions. However, it does not explain the distinction between these three modes, leaving ambiguity about which operation to use when.

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 read.page or write.graph. The description does not mention exclusions, prerequisites, or specific contexts for different operation modes.

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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