eleata-verify-mcp

verify_claim

Fact-check a claim against evidence with natural language inference. Get a verdict of Supported, Refuted, or Not Enough Evidence, and know when to avoid relying on the result.

Instructions

Fact-check a claim against a piece of evidence using natural-language inference. Returns a grounded verdict — Supported, Refuted, or Not Enough Evidence — with a confidence (0..1) and an abstained flag. Use it to check whether a statement is actually backed by a source before trusting or repeating it. If abstained is true, treat the result as 'cannot verify — do not rely'.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "claim": "<claim>",
      "evidence": "<evidence>"
    },
    "name": "verify_claim"
  }
}

Input Schema

Name	Required	Description	Default
`claim`	Yes	The statement to check.
`evidence`	Yes	The source text the claim should be supported by.

Schema Changelog

Changes observed during successful MCP inspections.

First observedv0.1.1Jun 30, 2026

TDQS

A4.1/5.0

Behavior4/5

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

With no annotations, the description fully explains behavior: returns a grounded verdict with confidence and abstained flag, and clarifies the meaning of abstained. It is transparent about the tool's operation and limitations.

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 concise at 4 sentences, with the main action front-loaded. Every sentence adds value: purpose, use case, and handling of abstained. No unnecessary words.

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?

For a 2-parameter tool with no output schema, the description adequately covers the return value details (verdict types, confidence range, abstained flag) and provides interpretive guidance. It is complete for the complexity level.

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 baseline is 3. The description adds context about the tool's purpose but does not add significant meaning beyond the schema's parameter descriptions for claim and evidence.

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 clearly states the tool's purpose: fact-checking a claim against evidence using natural language inference. It specifies the output verdict types and additional fields, but does not differentiate from siblings like check_groundedness or verify_strict.

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

Usage Guidelines4/5

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

The description provides explicit usage guidance: 'Use it to check whether a statement is actually backed by a source before trusting or repeating it'. It also explains how to handle the abstained flag. However, it does not mention when not to use it or alternatives.

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

Deploy Server