FINLY MCP server

• Registry nameil.co.finly/public-knowledgeverified in the MCP registry

The registry name sits under finly.co.il. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-10-26
• Tools8
• Server calls itselffinly-public
• Server versionfinly-agent-access-1
• Protocol version2025-06-18

On 2026-10-26 the server answered initialize and tools/list without a sign-in. First answer in 154 ms.

• Whether its tools do the product's job has not been judged yet.
• Checked on 1 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 1 so far
• Answeredmeasuring1 of the 7 daily checks it takes to print a share
• Median first answer465 ms
• Space in an agent's context≈ 1,068 tokensthe definitions of all its tools (8), which an agent carries on every turn
• Tool definitionsB · 83 of 100
• Typed results8 of 8 toolsdeclared outputSchema: results come typed, read once

• Parameters without a description: in 8 of 8

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• calculate_ltv_ratio

  Loan to value | יחס הלוואה לשווי. Divide the explicitly provided numerator by denominator. No regulatory caps, eligibility verdict, fallback rates or customer identifiers.

• calculate_payment

  Calculate a hypothetical fixed-rate unindexed annuity from explicit inputs. Money is integer agorot; annual interest is a decimal. No bank offer, eligibility or savings recommendation.

• calculate_pti_ratio

  Payment to income | יחס החזר להכנסה. Divide the explicitly provided numerator by denominator. No regulatory caps, eligibility verdict, fallback rates or customer identifiers.

• get_capabilities

  Discover the currently released public tools and a paginated index of approved topics, questions, claims and guides.

• get_claim

  Read one versioned public claim with its scope, evidence and review dates.

• get_guide

  Read approved steps and the canonical FINLY guide link. A bank guide is not a recommendation.

• search_mortgage_knowledge

  Find approved, current public knowledge by a catalog topic or question ID. No free text or personal data.

• search_public_knowledge

  Search approved current public claims and bank guides with a short general Hebrew question. No personal details, numbers or links. Local lexical retrieval only; returns exact evidence and limitations without storing or echoing the query.

• il.co.finly/report-analysisanswers, 4 toolsverified in the MCP registry