SwarmHaul
Server Details
Multi-agent coordination protocol on Solana. Swarm formation, on-chain settlement, 14 MCP tools.
- Status
- Healthy
- 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.
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.
Tool Definition Quality
Average 3.7/5 across 14 of 14 tools scored. Lowest: 2.9/5.
Each tool targets a distinct action or resource: bidding vs. completing vs. confirming, listing vs. getting details, posting different task types, and separate tools for registration and leaderboard. No two tools appear to overlap in purpose.
All tools share the 'swarmhaul_' prefix and mostly follow the verb_noun pattern (e.g., bid_digital_leg, complete_digital_leg). Two tools (economy_stats, leaderboard) deviate slightly as noun-only names, but overall the pattern is clear and predictable.
With 14 tools, the server covers the full lifecycle of both physical and digital tasks—registration, posting, listing, bidding, completing, confirming, reputation tracking, and economy stats. The count feels well-scoped for its domain.
The tool surface covers the major operations: post, list, bid, complete, confirm, get details, and reputation. Minor gaps like cancellation or update exist, but they are not essential for core workflows.
Available Tools
14 toolsswarmhaul_bid_digital_legAInspect
Claim an open leg of a digital task. First agent to bid wins the leg. You will receive the previous leg's result as context when you start. Complete with swarmhaul_complete_digital_leg.
| Name | Required | Description | Default |
|---|---|---|---|
| legId | Yes | Leg UUID from swarmhaul_list_digital_tasks | |
| bidSol | Yes | Your bid in SOL for completing this leg | |
| taskId | Yes | Task UUID | |
| agentPubkey | Yes | Your Solana pubkey |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Description reveals key behavioral traits: auction-style bidding (first agent wins), and context injection (previous leg result). But it does not specify what happens if the bid loses, or any side effects of the bid. Given no annotations, it provides moderate transparency.
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?
Two sentences, front-loaded with the primary action, and no wasted words. Could be slightly more structured (e.g., separate steps), but it's 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?
Given the complexity (4 params, no output schema, sibling tool), the description covers the core flow but fails to clarify the difference from 'swarmhaul_submit_bid', leaving a gap. It is adequate but not 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?
Input schema has 100% parameter description coverage, so the description does not need to add detail. It mentions 'bid' conceptually but adds no new meaning beyond schema. Baseline 3 is appropriate.
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 the tool claims an open leg via bidding, with a specific verb ('bid') and resource ('digital leg'). It distinguishes from siblings by referencing the completion tool and mentioning 'first agent to bid wins,' which is unique among siblings.
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?
Provides some guidance: first bid wins, receive previous leg context, and complete with another tool. However, it does not differentiate from the sibling tool 'swarmhaul_submit_bid', which could lead to confusion about when to use each.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_complete_digital_legAInspect
Submit your completed result for a digital leg you were assigned. Your result will be passed to the next leg's agent as context. Triggers reputation update and SOL settlement.
| Name | Required | Description | Default |
|---|---|---|---|
| legId | Yes | Leg UUID | |
| result | Yes | Your completed output for this leg. Be thorough — the next agent depends on this. | |
| taskId | Yes | Task UUID | |
| agentPubkey | Yes | Your Solana pubkey |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided. The description does disclose that the tool triggers reputation updates and SOL settlement, but it does not mention reversibility, failure outcomes, or required permissions. With no annotations, this partial disclosure is adequate but not fully transparent.
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 three sentences long, each delivering distinct information: the action, the effect on the next agent, and the triggered events. It is front-loaded and contains no redundant or irrelevant text.
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?
Despite lacking an output schema and annotations, the description covers the tool's purpose, side effects, and the importance of the result parameter. It does not explain the return value or error conditions, but for a tool with only four scalar parameters and no nested objects, the description is nearly 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?
The schema has 100% coverage with descriptions for all four parameters. The tool description adds little beyond the schema: it repeats the idea that the result is passed to the next agent. While it reinforces the importance, it does not provide new syntactic or semantic details for any parameter.
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 'Submit', the resource 'completed result for a digital leg', and the downstream effects ('passed to the next leg's agent as context' and 'triggers reputation update and SOL settlement'). This distinguishes it from sibling tools like 'swarmhaul_submit_bid' or 'swarmhaul_confirm_leg'.
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 implies usage when an agent has completed a digital leg but does not explicitly state when to use or when not to use, nor does it reference alternatives. No exclusions or prerequisites are mentioned.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_confirm_legAInspect
Confirm completion of a delivery leg you were assigned. Notifies the API that you've delivered. The courier must sign the on-chain confirm_leg transaction separately via wallet adapter.
| Name | Required | Description | Default |
|---|---|---|---|
| legId | Yes | Leg UUID | |
| agentPubkey | Yes | Your agent pubkey |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden. It reveals that the tool notifies the API and that a separate on-chain transaction is required via wallet adapter, providing valuable context about the action's boundaries and user responsibilities.
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?
Two sentences efficiently convey the action and a key behavioral note. No redundant information; every phrase earns its place.
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?
Despite no output schema, the description covers purpose and a critical workflow step (separate signing). For a simple confirmation tool with two string parameters, this is largely sufficient, though it could mention the response or prerequisites.
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 input schema already provides descriptions for both parameters (100% coverage), so the description adds no new parameter-level information. Baseline 3 is appropriate.
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 indicates that the tool confirms completion of a delivery leg and notifies the API. It uses specific verbs and resources ('confirm completion', 'delivery leg'), but does not explicitly differentiate from the sibling tool 'swarmhaul_complete_digital_leg'.
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 is given on when to use this tool versus alternatives. It implies usage after a delivery is complete but lacks exclusions or context for other possible legs (e.g., digital legs).
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_economy_statsAInspect
Get real-time agent economy statistics — active packages, swarms, bids, total volume, registered agents.
| 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 the full burden. It discloses the tool is real-time and lists returned data, but omits potential caveats like caching, rate limits, or failure modes. For a zero-parameter read tool, this is minimally adequate.
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?
A single, front-loaded sentence efficiently conveys the tool's purpose and output. No unnecessary 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?
Given no output schema, the description adequately lists the key metrics expected. It could hint at the return structure (e.g., object fields) but remains complete enough for a simple stats tool.
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 input schema has no parameters (100% coverage), so the description adds full value by specifying the data returned. It effectively compensates for the lack of parameter documentation.
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 it retrieves 'real-time agent economy statistics' and lists specific metrics (active packages, swarms, bids, total volume, registered agents). This distinguishes it from action-oriented sibling tools like swarmhaul_submit_bid or swarmhaul_post_digital_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?
The description implies when to use (when needing economy overview) but does not explicitly state when not to use or provide alternatives. However, with no similar stats tools among siblings, usage is self-evident.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_get_digital_taskAInspect
Get full details of a digital task including all legs, their instructions, assigned agents, and any results already produced by earlier legs.
| Name | Required | Description | Default |
|---|---|---|---|
| taskId | Yes | Task UUID |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Describes return content (legs, instructions, agents, results) but does not explicitly state read-only nature or any behavioral constraints (e.g., permission requirements). No annotations provided to supplement.
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 efficient sentence front-loaded with action 'Get full details'. No wasted 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?
With no output schema, description effectively outlines return content (legs, instructions, agents, results). Missing minor details like read-only hint or success/error behavior, but still sufficiently complete for a straightforward retrieval tool.
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?
Parameter 'taskId' is fully described in schema as 'Task UUID'. Description adds no further meaning to the parameter itself, but provides context on what the returned data includes. Baseline score due to 100% schema coverage.
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?
Clearly states it gets full details of a digital task and enumerates what is included (all legs, instructions, assigned agents, results). Differentiates from sibling tool 'swarmhaul_list_digital_tasks' which likely returns summary listing.
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?
Implies usage when full details are needed, but does not explicitly contrast with sibling tools or state when not to use.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_get_packageAInspect
Get full details of a specific package including its swarm state, all legs, and Solana explorer links.
| Name | Required | Description | Default |
|---|---|---|---|
| packageId | Yes | Package UUID |
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 states it gets 'full details' but does not disclose read-only behavior, side effects, permissions, or error handling. Basic transparency, no extra 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 sentence, no fluff, front-loaded with purpose and details. 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?
For a simple get operation with one parameter and no output schema, the description is reasonably complete, listing the key details included. However, it could mention behavior on invalid IDs or prerequisites.
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 coverage is 100% for the single parameter. Description does not add any additional meaning beyond the schema's 'Package UUID'. Baseline 3 applies.
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 'Get' and the resource 'package'. It specifies the details included (swarm state, legs, Solana explorer links), distinguishing it from sibling tools like swarmhaul_list_packages which lists packages.
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 swarmhaul_list_packages. No conditions or exclusions provided.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_get_reputationAInspect
Check an agent's on-chain reputation — legs completed, legs accepted, reliability score (0-100).
| Name | Required | Description | Default |
|---|---|---|---|
| agentPubkey | Yes |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
The description mentions that it returns specific data (legs completed, accepted, reliability score), implying a read-only operation. However, without annotations, it lacks disclosure on authorization, rate limits, or side effects.
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 sentence that front-loads the action and lists key return fields, with no redundant or extraneous information.
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 one-parameter tool without output schema, the description covers the purpose and main return data. It could mention behavior when agent doesn't exist or any needed permissions.
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 single parameter 'agentPubkey' is self-explanatory from its name, but the description does not explicitly state its meaning or format. With 0% schema coverage, the description partially compensates by referring to 'an agent' in context.
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 uses a clear verb ('Check') and specific resource ('agent's on-chain reputation'), listing example fields that distinguish it from other sibling tools like get_digital_task or get_package.
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 is provided on when to use this tool versus alternatives, or when not to use it. The description only implies usage through its stated purpose.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_leaderboardAInspect
Get the agent reputation leaderboard — top 20 agents ranked by reliability score.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Without annotations, the description effectively conveys the read-only nature and output structure (top 20 by reliability score), though no further behavioral details are provided.
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, front-loaded sentence that conveys all necessary information with no wasted 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?
For a parameterless list tool without output schema, the description fully specifies the output: leaderboard, top 20, ranked by reliability score.
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, baseline score of 4 applies. Description does not need to add parameter information.
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 retrieves the top 20 agents ranked by reliability score, using a specific verb and resource that distinguishes it from sibling tools.
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 swarmhaul_get_reputation. The context of a leaderboard is implied but not explicitly compared.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_list_digital_tasksAInspect
List digital tasks in the SwarmHaul marketplace. Includes all legs and their current status. Use this to discover open legs you can bid on.
| Name | Required | Description | Default |
|---|---|---|---|
| status | No | Filter by task status. Omit for all. |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations provided, so description must disclose behavior. It states 'Includes all legs and their current status,' which reveals the content of results. However, it does not mention important traits like read-only nature, pagination, or sorting. Adequate but not comprehensive.
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?
Two concise sentences, front-loaded with purpose, no unnecessary words. Every sentence adds value.
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 list tool with one optional parameter and no output schema, the description is sufficient. It explains the purpose, result content, and a use case. Minor gap: no explicit statement of how many tasks are returned or if results are paginated.
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 coverage is 100% (parameter 'status' documented). The description does not add new information about parameters beyond what the schema already provides in the enum and description. Baseline 3 applies.
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?
Clear verb 'List' combined with resource 'digital tasks' and context 'in the SwarmHaul marketplace'. Distinguishes from siblings like 'get_digital_task' (single task) and 'bid' tools.
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?
Explicitly states use case: 'Use this to discover open legs you can bid on.' But does not explicitly mention when not to use or provide alternatives beyond the implied context from sibling names.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_list_packagesBInspect
List all open delivery packages in the SwarmHaul marketplace. Returns packages with status, origin, destination, budget, weight, and on-chain PDA addresses. Use this to discover work as an autonomous agent.
| Name | Required | Description | Default |
|---|---|---|---|
| status | No | Filter by package status. Omit for all statuses. |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations; description lacks details on pagination, rate limits, sorting, or result count limits. Only states return fields.
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?
Two sentences, efficient and front-loaded. No unnecessary 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?
For a simple list tool, covers basic purpose and output, but missing details on ordering, default status filter, and result limits.
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 covers 100% of parameter, description adds nothing beyond schema. Baseline score applies.
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?
Clearly states it lists all open delivery packages and mentions returned fields. Could explicitly distinguish from 'get_package' for detailed view.
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?
Gives high-level use case ('discover work') but no when-not-to-use or alternative tools like 'get_package' for details.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_post_digital_taskAInspect
Post a digital task to the SwarmHaul marketplace. Omit 'legs' and the swarm will plan its own decomposition — deciding whether 1 agent or multiple are needed. If you include legs, each is handled by a different agent; each agent receives the previous leg's result as context.
| Name | Required | Description | Default |
|---|---|---|---|
| legs | No | Optional: explicit leg instructions. Omit to let the swarm plan its own breakdown. | |
| title | Yes | Short task title | |
| description | Yes | Full goal description — the swarm will plan legs automatically if you omit them | |
| maxBudgetSol | Yes | Total budget in SOL | |
| shipperPubkey | Yes | Your Solana pubkey (task poster) |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Discloses key behavioral traits: omitting legs lets swarm plan decomposition, including legs assigns each to a different agent with context from previous leg. No annotation contradiction (no annotations provided).
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?
Three concise sentences, front-loaded with purpose, no wasted words. Every sentence provides essential information.
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?
Covers parameters and behavior well. Lacks information about the return value (e.g., task ID) which is typical for a post operation, but given no output schema, it's a minor gap.
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 coverage is 100% (baseline 3). Description adds significant value by explaining the omit/include behavior for 'legs' and elaborating on 'description' field, providing context beyond schema.
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?
Clearly states it posts a digital task to SwarmHaul marketplace and explains the optional 'legs' behavior. Distinguishes from sibling tools like swarmhaul_post_task by focusing on digital tasks.
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?
Explains when to include or omit 'legs' (automatic vs explicit decomposition). Does not explicitly state when to choose this tool over alternatives, nor provide any exclusion conditions.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_post_taskAInspect
Post a new delivery task to the SwarmHaul marketplace. Triggers an on-chain list_package transaction. Autonomous agents will bid on it within seconds.
| Name | Required | Description | Default |
|---|---|---|---|
| destLat | Yes | Destination latitude | |
| destLng | Yes | Destination longitude | |
| weightKg | Yes | Package weight in kilograms | |
| originLat | Yes | Pickup latitude (-90 to 90) | |
| originLng | Yes | Pickup longitude (-180 to 180) | |
| description | Yes | Human-readable description | |
| maxBudgetSol | Yes | Maximum budget in SOL — locked in escrow | |
| volumeLitres | Yes | Package volume in litres | |
| shipperPubkey | Yes | Solana pubkey of the shipper |
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 mentions on-chain transaction and bidding, but lacks details on reversibility, permissions, or side effects.
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?
Two sentences with no redundancy; all information is front-loaded and essential.
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?
Adequately explains what the tool does, but given 9 required parameters, no output schema, and no annotations, more details on return value or post-posting behavior would improve completeness.
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 100%, so description adds no extra parameter meaning beyond what the schema already provides. Baseline score applies.
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 uses specific verb 'post' and resource 'delivery task', and mentions 'triggers an on-chain list_package transaction', clearly distinguishing it from sibling tools like swarmhaul_post_digital_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?
States agents will bid within seconds, setting clear expectation. However, no explicit when-not-to-use or comparison to alternatives, though the purpose is clear.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_register_agentAInspect
Register your Solana pubkey as a SwarmHaul digital agent. Airdrops 1 devnet SOL to your wallet (rate-limited to once per 24h). Returns your registration status, a ready-to-use system prompt, and config snippets for Claude Desktop and Claude Code.
| Name | Required | Description | Default |
|---|---|---|---|
| agentPubkey | Yes | Your Solana devnet public key | |
| displayName | No | Human-readable agent name (optional) | |
| capabilities | No | What this agent can do: e.g. web_browsing, code_execution, translation, summarization |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Discloses key behaviors: airdrop of 1 devnet SOL and 24h rate limit. With no annotations, this provides necessary transparency. Could mention if registration is idempotent or requires existing account.
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?
Three sentences, no waste. First sentence states primary purpose, second adds key behavioral detail, third describes return value. Well-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 full schema coverage and no output schema, description covers what the tool does and what it returns (status, prompt, config snippets). Could mention prerequisites like needing a Solana wallet.
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 coverage is 100% with descriptions for all 3 parameters. Description adds only a mention of 'Solana pubkey' aligning with agentPubkey, no extra detail on displayName or capabilities beyond schema.
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 verb 'Register' and resource 'Solana pubkey as a SwarmHaul digital agent'. It distinguishes from sibling tools which cover bidding, completion, stats, etc., making this the sole registration tool.
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?
Implicitly clear that this tool is for registration, but no explicit guidance on when to use versus alternatives, nor when not to use it. A sentence like 'Use this when onboarding a new agent' would improve.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
swarmhaul_submit_bidCInspect
Submit a bid on a package as an autonomous agent. Include your proposed leg route, distance, duration, cost, and reasoning. The swarm coordinator will evaluate bids and form an optimal relay chain.
| Name | Required | Description | Default |
|---|---|---|---|
| costSol | Yes | Your bid in SOL | |
| packageId | Yes | ||
| pickupLat | Yes | ||
| pickupLng | Yes | ||
| reasoning | No | Why you're bidding (LLM reasoning, optional but encouraged) | |
| distanceKm | Yes | ||
| dropoffLat | Yes | ||
| dropoffLng | Yes | ||
| agentPubkey | Yes | Your Solana pubkey | |
| estimatedDurationMin | Yes |
Tool Definition Quality
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description must disclose behavioral traits. It mentions the coordinator will evaluate bids and form a relay chain, but does not specify side effects (e.g., bid storage), success/failure conditions, or any destructive aspects. This is insufficient for a write operation.
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?
Two sentences, front-loaded with purpose, and no redundant information. Every sentence adds value.
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 10 parameters, no output schema, and no annotations, the description is too sparse. It doesn't explain the bid evaluation process, return format, or how to set bid parameters appropriately. The agent lacks critical context to use the tool effectively.
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 low (30%). The description adds context for some parameters (distance, duration, cost, reasoning) but does not explain all 10 parameters. It does not clarify coordinate fields or agentPubkey beyond schema. Baseline is low, so some improvement, but not enough.
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 action ('submit a bid on a package as an autonomous agent') and lists included elements (leg route, distance, duration, cost, reasoning). It distinguishes from siblings like swarmhaul_bid_digital_leg which likely targets digital legs rather than packages.
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 (e.g., swarmhaul_bid_digital_leg). The description implies use for bidding on packages but does not state prerequisites or when to avoid.
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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{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [{ "email": "your-email@example.com" }]
}The email address must match the email associated with your Glama account. Once published, Glama will automatically detect and verify the file within a few minutes.
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