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SignalTender B2B, GovCon & LegalTech MCP Server

match_capability_statement

API #07: Compare an RFP against a company's Capability Statement & Past Performance to calculate a 0-100 Pwin (Probability of Win) Score, Bid/No-Bid decision, gap analysis, and tailored executive pitch.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
rfp_textYesSolicitation scope, mandatory qualifications, set-aside, and evaluation criteria.
target_pursuit_roleNoeither_prime_or_sub
company_capability_statementYesVendor capability statement, socioeconomic certs, clearances, and past performance.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full behavioral burden. It does disclose the deliverables (a 0-100 Pwin score, Bid/No-Bid decision, gap analysis, executive pitch), which is useful given there is no output schema, but says nothing about processing cost, latency, determinism, or any prerequisites for a likely heavyweight analysis call.

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 packs the operation and all four deliverables with no filler. The only waste is the 'API #07:' catalog prefix, which carries no decision-relevant information for an agent.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description usefully enumerates what the tool returns, and the two required inputs are covered by the schema. It is largely complete, with only minor gaps around how the score should be interpreted and any expected runtime.

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 coverage is 67%, with the two required string inputs documented in the schema and the enum parameter (target_pursuit_role) undocumented anywhere. The description adds no meaning beyond the schema — no guidance on what to include in rfp_text or how the role selection changes scoring — so a 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 (Compare) with two named resources (RFP, Capability Statement/Past Performance) and enumerates the outputs (Pwin score, Bid/No-Bid, gap analysis, pitch). It is clearly distinct from siblings like generate_rfp_response or generate_compliance_matrix, though it does not name any sibling explicitly.

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

Usage Guidelines3/5

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

Usage is implied by the compare-an-RFP-to-a-capability-statement framing, but there is no explicit when-to-use, when-not, or routing against alternatives such as generate_rfp_response. An agent can infer the intent but gets no boundary conditions.

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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