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Glama

AgentDiet 4-Protocol MCP Glama 5.0/5.0 TDQS, A2A Card & x402/MPP Schema Compiler

Server Details

Audits any live MCP server URL or GitHub repo on Glama's 6-dimension TDQS rubric and compiles dro.

Ownership verified
Status
Healthy
Uptime
100.0% over 19 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
robertoyanguas-ops/assay
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

A4.3/5.0

Scored across 2 tools

Disambiguation5/5

The two tools serve clearly separate purposes: one compiles/audits MCP schemas, the other inspects wallet balance and quota. Each description includes explicit WHEN TO USE / WHEN NOT TO USE boundaries that reinforce the split. No realistic risk of an agent confusing them.

Naming Consistency4/5

Both names use snake_case with a verb_noun structure (compile_mcp_glama_tdqs, get_agent_wallet_status). The convention is consistent, though the first name is a very long acronym-heavy identifier that reads differently from the simpler second name.

Tool Count3/5

With only 2 tools, the surface feels thin for a server that claims to handle schema compilation, A2A cards, x402/MPP configs, and paid billing flows. A single execution tool plus a ledger checker is borderline and leaves little room for the advertised functionality.

Completeness2/5

The compile tool returns payment-required quotes and the wallet tool explicitly says not to submit payments but to 'use the other tools on this server for execution' — yet no such tool exists. There is no way to complete a Stripe/USDC top-up or submit payment, creating a dead end in the paid flow.

Available Tools

2 tools
compile_mcp_glama_tdqsA
Read-onlyIdempotent
Inspect

Audits any live MCP server URL or GitHub repo on Glama's 6-dimension TDQS rubric and compiles drop-in 5.0/5.0 schemas, A2A Agent Cards, and x402/MPP configs. WHEN TO USE: Call compile_mcp_glama_tdqs when your task requires deterministic mcp-compiler analysis for target; use get_agent_wallet_status to check your remaining free trial quota or prepaid balance. WHEN NOT TO USE: Do not use for unrelated domains or binary media. PARAMETER INTERACTIONS: Pass the target target as a non-empty string; omit agent_id and tx_hash during your 5 free trial calls, or supply agent_id (agd_pass_...) / tx_hash for paid execution. Read-only and idempotent; results are cached for 1 hour (<5ms cache hit). $0.01 per call. Pricing: the first 5 calls per agent_id are free and failed calls are never charged. After 5 calls, the tool returns a payment-required quote (not a fatal error) with a $2 Stripe top-up link and Base/Solana USDC addresses; complete payment, then retry with your agd_pass_ key in agent_id or pass tx_hash. Example: compile_mcp_glama_tdqs(target='example')

NameRequiredDescriptionDefault
targetYesTarget MCP server URL or GitHub repository (owner/repo) to audit and compile to 5.0/5.0 Glama TDQS.
tx_hashNoOptional on-chain Base Mainnet (0x...) or Solana SPL USDC transaction hash. Omit unless settling an individual call directly on-chain instead of using an agd_pass_ key in agent_id.
agent_idNoOptional agent identifier or prepaid agd_pass_ session key. Omit during your 5 free trial calls to use an ID automatically derived from your client IP, or pass your agd_pass_ key after topping up.

Output Schema

NameRequiredDescription
dataNoStructured tool output payload.
statusYesExecution status ('ok' or 'payment_required').
roi_proofNoToken compression and cost-savings verification metrics.

TDQS

A4.7/5.0
Behavior5/5

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

Annotations already cover read-only/idempotent/non-destructive, and the description adds genuinely non-obvious behavior: 1-hour result caching with <5ms hits, $0.01 per call, first 5 calls free per agent_id, failed calls never charged, and a payment-required quote (not a fatal error) with retry semantics. This is well beyond what structured fields convey.

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

Conciseness3/5

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

Purpose is front-loaded and the WHEN blocks are scannable, but the pricing story is told twice ('$0.01 per call' then a full 'Pricing:' paragraph), and 'Read-only and idempotent' merely restates annotations. Tightening would cost nothing.

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?

With annotations carrying the safety profile and an output schema present, the description need not explain return values; it still supplies caching, payment, and retry context. Nothing an agent needs to invoke or recover from failure is missing.

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% and each param is documented, but the description adds real interaction semantics the schema does not: omit agent_id and tx_hash during the 5 free trial calls, use the agd_pass_ key after top-up, or settle with tx_hash. It only lacks detail on what a derived client-IP identity means in edge cases.

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?

States a specific verb+resource: audits a live MCP server URL or GitHub repo against Glama's 6-dimension TDQS rubric and compiles drop-in schemas, Agent Cards, and x402/MPP configs. This is clearly distinguishable from the lone sibling get_agent_wallet_status, which is only about wallet/quota status.

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

Usage Guidelines5/5

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

Explicit WHEN TO USE and WHEN NOT TO USE sections, with the alternative named: use get_agent_wallet_status to check trial quota or balance, and do not use for unrelated domains or binary media. Routing is unambiguous.

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

get_agent_wallet_statusA
Read-onlyIdempotent
Inspect

Inspect an agent's account ledger: remaining free trial calls (out of 5), prepaid USD balance, cumulative spend, total API calls, and total LLM tokens saved. WHEN TO USE: Call before a batch of paid tool executions or after completing a Stripe or USDC top-up to confirm your balance. WHEN NOT TO USE: Do not use to process web content, execute marketplace tools, or submit payments; use the other tools on this server for execution. PARAMETER INTERACTIONS: Omit agent_id to inspect the default trial account derived from your client IP, or pass your explicit agent_id or agd_pass_ session key to check a specific funded wallet. Free and read-only: never charges a fee or consumes a free trial call. Example: get_agent_wallet_status(agent_id='example')

NameRequiredDescriptionDefault
agent_idNoOptional Agent ID or agd_pass_ session key to inspect. Omit to check the default wallet derived from your client IP.

Output Schema

NameRequiredDescription
dataNoStructured tool output payload.
statusYesExecution status ('ok' or 'payment_required').
roi_proofNoToken compression and cost-savings verification metrics.

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so the safety profile is covered. The description adds real context beyond that: it never charges a fee or consumes a free trial call, and the default wallet is derived from the caller's client IP. It does not discuss rate limits or caching, but the cost/free-trial guarantee is meaningful behavioral disclosure.

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?

Front-loaded with the ledger contents, then structured WHEN TO USE / WHEN NOT TO USE / PARAMETER INTERACTIONS / Example. The labeled sections make it scannable, though the repetition of the read-only guarantee and the worked example add a little bulk.

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?

An output schema exists, so return-value detail is optional, yet the description still names the key fields. With a single optional parameter, no nested objects, and annotations covering safety, an agent has everything needed to invoke it correctly.

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 description coverage is 100%, so the baseline is 3. The description goes slightly further by naming the agd_pass_ session-key form and framing the two modes as an interaction (omit for IP-derived trial account vs. pass explicit agent_id/session key for a funded wallet), which aids selection even though the schema states the omit behavior.

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?

States a specific verb (inspect) and resource (agent's account ledger) and enumerates exactly what is returned: trial calls out of 5, prepaid USD balance, cumulative spend, total API calls, tokens saved. This clearly separates it from the sibling web-content tools (distill_webpage, extract_structured_data, recon_webpage_skeleton), which operate on webpages rather than wallet state.

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

Usage Guidelines5/5

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

Explicit WHEN TO USE (before paid tool batches, after a Stripe or USDC top-up) and WHEN NOT TO USE (not for processing web content, executing marketplace tools, or submitting payments). The exclusion clause routes the agent back to the other server tools for execution, so the alternative is named.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • First observedcompile_mcp_glama_tdqs
    • First observedget_agent_wallet_status

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