Mailcannon
Server Details
AI-powered email outreach platform — send campaigns with deliverability tracking.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- AinaLuc/mailcannon
- GitHub Stars
- 0
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Tool Definition Quality
Score is being calculated. Check back soon.
Available Tools
34 toolsadd_campaign_stepInspect
Add a sequence step (delay in hours, subject, body)
| Name | Required | Description | Default |
|---|---|---|---|
| day | Yes | Delay in hours | |
| body | Yes | ||
| subject | Yes | ||
| campaignId | Yes |
add_contactCInspect
Add a single contact
| Name | Required | Description | Default |
|---|---|---|---|
| tags | No | ||
| Yes | |||
| title | No | ||
| company | No | ||
| lastName | No | ||
| firstName | Yes |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, and the description only says 'Add a single contact'. It does not disclose behavioral traits such as uniqueness constraints, validation, idempotency, or side effects. For a mutation tool, this 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.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is extremely brief (4 words), but it sacrifices substance for brevity. It is not effectively structured because it omits critical information that should be front-loaded.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given 6 parameters, no output schema, and no annotations, the description is completely inadequate. It doesn't explain return values, error handling, or behavior, making it nearly useless for an agent.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, and the description provides no information about any parameters. It does not explain that email and firstName are required, nor the purpose of optional fields like tags, title, company, lastName.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states 'Add a single contact', which is a verb+resource but very minimal. It does not distinguish from the sibling tool 'add_contacts' which likely adds multiple contacts. The purpose is clear but lacks specificity to differentiate.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
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 'add_contacts' or other related tools. No context on prerequisites or situations for use.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
add_contactsInspect
Bulk add contacts (max 100)
| Name | Required | Description | Default |
|---|---|---|---|
| contacts | Yes |
add_providerInspect
Add an email provider
| Name | Required | Description | Default |
|---|---|---|---|
| env | No | ||
| url | No | ||
| args | No | ||
| kind | Yes | ||
| name | Yes | ||
| command | No | ||
| transport | No |
check_domain_deliverabilityBInspect
Check SPF, DKIM, DMARC records for a domain
| Name | Required | Description | Default |
|---|---|---|---|
| domain | Yes | Domain to check (e.g. thinkandautomate.dev) |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations provided, so description carries full burden. It only mentions 'check' without disclosing read-only nature, potential errors, or what happens with missing records. Minimal behavioral context.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Single sentence with no filler. Clearly communicates the tool's action in minimal words.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Lacks output schema and annotations, but tool is simple. Description adequately covers basic purpose but misses usage context and behavioral details.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Only one parameter 'domain' with schema description. Schema coverage 100%, so description adds no extra value but is sufficient. Baseline 3.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
Description clearly states it checks SPF, DKIM, DMARC records for a domain. Verb 'Check' and resource 'SPF, DKIM, DMARC records' are specific and distinct from siblings like check_email_spam_score.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
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, no prerequisites or context provided. The description is purely functional.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
check_email_spam_scoreInspect
Analyze email subject/body for spam trigger words
| Name | Required | Description | Default |
|---|---|---|---|
| body | Yes | ||
| subject | Yes |
check_step_spam_scoreInspect
Check a campaign step's subject and body for spam triggers
| Name | Required | Description | Default |
|---|---|---|---|
| stepId | Yes |
create_campaignInspect
Create a new email campaign
| Name | Required | Description | Default |
|---|---|---|---|
| name | Yes |
create_taskInspect
Create a new task
| Name | Required | Description | Default |
|---|---|---|---|
| title | Yes | ||
| dueDate | No | ISO date (optional) | |
| priority | No | ||
| description | No |
delete_campaignInspect
Delete a campaign and all its steps
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes |
delete_campaign_stepInspect
Delete a step from a campaign
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes |
delete_taskInspect
Delete a task by ID
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes |
get_deliverabilityInspect
Get deliverability stats (sent, opens, bounces, replies)
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
get_settingInspect
Get a user setting (e.g. timezone)
| Name | Required | Description | Default |
|---|---|---|---|
| key | Yes |
list_campaignsInspect
List all campaigns with their steps
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
list_contactsAInspect
List all contacts
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, and the description does not disclose any behavioral traits such as read-only nature, pagination, or ordering. It simply states the action, leaving the agent to infer that listing is non-destructive.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, clear sentence with no extraneous words. It is perfectly concise and front-loaded for an agent to quickly parse.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple no-parameter list tool, the description is minimally complete. However, it lacks details about the return value (e.g., format) and any potential limits (e.g., pagination), which are not addressed by an output schema.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The tool has no parameters, and schema coverage is 100% (vacuous). According to guidelines, 0 parameters yields a baseline of 4, and the description adds no additional parameter information, which is acceptable here.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description 'List all contacts' uses a clear verb ('List') and resource ('contacts'), making the tool's purpose immediately obvious. It is distinct from sibling tools like 'add_contact' or 'list_campaigns' based on the name alone, and the description reinforces that.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
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. However, the name 'list_contacts' is sufficiently self-explanatory, and the lack of parameters implies a simple operation with no conditional usage.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
list_providersInspect
List all email providers
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
list_schedulesBInspect
List all scheduled campaign runs
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations provided, so the description carries full burden. It indicates a read-only operation ('list') but does not disclose potential behaviors like pagination, ordering, or empty state. Lacks behavioral context beyond the obvious.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Single, clear sentence with no wasted words. Front-loaded and efficient.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Tool is simple (no params, no output schema) so minimal description may suffice, but it lacks details on return fields, pagination, or scope (e.g., future vs. all runs). Adequate but not fully complete.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
No parameters exist (schema coverage 100%), so baseline is 4. Description adds no parameter info because none needed. No improvement or deficit.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description 'List all scheduled campaign runs' clearly states the verb (list) and resource (scheduled campaign runs). It distinguishes from siblings like list_campaigns (campaigns vs. runs) and schedule_campaign (schedule vs. list). However, it does not clarify if 'scheduled' includes past or only future runs.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance on when to use this tool vs alternatives. Siblings include list_campaigns and schedule_campaign, which are related but distinct, but the description does not provide usage context or exclusions.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
list_settingsInspect
List all user settings
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
list_tagsInspect
List all unique tags across your contacts
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
list_tasksInspect
List all tasks
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
pause_campaignInspect
Pause a campaign — stops processing all active schedules for this campaign
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes |
process_campaignsInspect
Process all due campaign schedules (includeFailed: true to retry failed ones)
| Name | Required | Description | Default |
|---|---|---|---|
| includeFailed | No | Also retry failed schedules |
remove_contactInspect
Remove a contact by ID
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes |
remove_providerCInspect
Remove a provider by ID
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description only states 'remove', implying a destructive action, but fails to disclose consequences, required permissions, or reversibility.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single concise sentence with no extraneous words. However, it could be slightly expanded to include essential context without losing brevity.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the tool's simplicity (one parameter, no output schema), the description should cover the operation's effect, success/failure cues, and any limitations, which are all missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The schema provides 0% description coverage for the single 'id' parameter. The description adds minimal meaning by stating 'by ID', but does not explain what the ID represents or how to obtain it.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description 'Remove a provider by ID' clearly states the action (remove) and the resource (provider), and it distinguishes from sibling tools like add_provider or list_providers.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided on when to use this tool versus alternatives, such as prerequisites or side effects like cascade deletions.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
resume_campaignInspect
Resume a paused campaign — reactivates all paused schedules
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes |
retry_failedInspect
Reset all failed schedules to active for retry
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
schedule_campaignBInspect
Assign contacts to a campaign and schedule it
| Name | Required | Description | Default |
|---|---|---|---|
| tags | No | Filter contacts by tag (overrides contactIds) | |
| startAt | No | ISO date (optional) | |
| campaignId | Yes | ||
| contactIds | No | Contact IDs (ignored if tags provided) | |
| providerId | No | Provider ID (optional) |
Tool Definition Quality
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 does not disclose whether scheduling can override an existing schedule, what happens if contacts are already assigned, or if the tool is idempotent. The minimal description lacks behavioral context.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is one short sentence, concise and front-loaded. However, it could be slightly more structured without adding length, e.g., mentioning filtering options.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the tool has 5 parameters, no output schema, and many sibling tools, the description is too brief. It does not cover return behavior, default values (e.g., startAt), or error conditions, leaving the agent under-informed.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 80% (4 of 5 parameters have descriptions), so baseline is 3. The description adds no additional meaning beyond the schema fields; it does not explain parameter interactions (e.g., tags vs contactIds).
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the tool assigns contacts to a campaign and schedules it, using the verb 'assign' and resource 'campaign'. While it distinguishes from siblings by implying scheduling functionality, it could be more specific about the scheduling aspect (e.g., setting a send time).
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No explicit guidance on when to use this tool versus alternatives like add_contacts or create_campaign. The description implies it combines assignment with scheduling, but prerequisites (e.g., campaign exists) are not stated.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
send_test_emailInspect
Send a test email to yourself to preview formatting
| Name | Required | Description | Default |
|---|---|---|---|
| body | Yes | ||
| subject | Yes | ||
| providerId | No | Provider ID (optional, uses first available) |
set_settingInspect
Set a user setting (e.g. timezone to 'America/New_York')
| Name | Required | Description | Default |
|---|---|---|---|
| key | Yes | ||
| value | Yes |
update_campaignInspect
Update a campaign's name
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes | ||
| name | Yes |
update_campaign_stepInspect
Update a campaign step's day, subject, or body
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes | ||
| day | No | Delay in hours | |
| body | No | ||
| subject | No |
update_contact_tagsInspect
Set tags on a contact (replaces all tags)
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes | ||
| tags | Yes |
update_taskBInspect
Update a task's status, priority, or fields
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes | ||
| title | No | ||
| status | No | ||
| dueDate | No | ||
| priority | No | ||
| description | No |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries full burden. It indicates mutation but fails to clarify partial update behavior, required permissions, side effects, or return values, which are critical for safe invocation.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single front-loaded sentence, but it is too terse given the complexity (6 parameters, no schema descriptions). Every sentence should add value; here it sacrifices completeness for brevity.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given high parameter count, no output schema, no annotations, and many sibling tools, the description is insufficient. It lacks return value info, usage context, and fails to differentiate meaningful use cases from other task tools.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, so description must compensate. It only mentions 'status, priority, or fields', ignoring 3 other parameters (id, title, dueDate, description). It does not explain enum values or format.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the verb 'update' and resource 'task', and lists specific fields (status, priority) that can be modified, distinguishing it from sibling tools like create_task or delete_task.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No explicit when-to-use or when-not-to-use guidance is provided. The description implies usage for modifying an existing task, but does not compare with alternatives or state prerequisites.
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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