Skip to main content
Glama

Predict Liquidity

predict.liquidity
Read-onlyIdempotent

Liquidity prediction: TVL trend analysis with health scoring, risk factors, and a 24-hour range.

Input Schema

NameRequiredDescriptionDefault
chainNoEVM chain only. Supported chains: base, ethereum, arbitrum, optimism, polygon, bsc, avalanche, zksync, linea, scroll, blast, mantle, gnosis, polygon-zkevm, mode, sei, celo, manta, taiko, fantom, cronos, opbnb, zora, worldchain, metis, fraxtal, kava, zetachain, filecoin, core-dao, aurora, moonbeam, klaytn, bob, canto, monad, tempo, megaeth, arc, plasma, katana, robinhood, pharos, hyperevm.base

Output Schema

NameRequiredDescriptionDefault
chainYesBlockchain queried
horizonNoPrediction time horizon
timestampNoUnix timestamp ms
confidenceNoConfidence score 0-1
predictionYesPrediction result

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added
  2. Removed
  3. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false, and openWorldHint, so the safety profile is covered. The description adds the output content (health scoring, risk factors, 24h range), but with an output schema present that is partly redundant. No mention of data latency, prediction horizon beyond '24-hour range', or limitations.

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?

A single, front-loaded sentence that leads with the operation and follows with the deliverables. No filler or repetition. It is efficient, though the compressed list of outputs is only lightly structured.

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?

With an output schema and full annotations, the definition is functional for a read-only prediction tool. Still, it omits the prediction horizon/inputs and gives no routing versus the many overlapping defi.* and predict.* siblings, leaving a gap for a tool in a dense namespace.

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?

Only one optional parameter (chain), and schema description coverage is 100% with a full enum list and default. The description adds no additional parameter meaning, so the baseline 3 is appropriate.

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 gives a specific verb+resource (liquidity prediction) and enumerates the concrete outputs: TVL trend analysis, health scoring, risk factors, and a 24-hour range. This is clearer than a tautology and tells the agent what it gets back. However, it does not distinguish itself from siblings like defi.liquidity, defi.tvl, or chain.health, which appear to overlap.

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?

There is no explicit when-to-use, when-not-to-use, or alternative routing. With siblings such as defi.liquidity, defi.tvl, and defi.health, the agent is left to infer why it would pick predict.liquidity over those. Only implicit usage is conveyed.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources