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ESQ Matching Engine

by esqcopilot.comversion 3.0.0i★ –iRuns in the cloud
Registry namecom.esqcopilot/matching-engine

Install

Overview

Description from the maker (original English)

Find and compare licensed US lawyers from official licensing records, with sources. No legal advice.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 2 of 3 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • Can do 24 things (tools) start_from_directory_profile, preview_client_message, get_search_filters, search_attorneys …
  • The registry lists no key to fill in.

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://match.esqcopilot.com/mcp/c/eyJrIjoiY29ubmVjdG9yIiwiaSI6ImNvbl9tY3BfcmVnaXN0cnlfZXNxIiwicCI6Im1jcC1yZWdpc3RyeSJ9.3b61cb285412dd02ba328c4c5ccd0b00

Run this in your terminal

claude mcp add --transport http matching-engine https://match.esqcopilot.com/mcp/c/eyJrIjoiY29ubmVjdG9yIiwiaSI6ImNvbl9tY3BfcmVnaXN0cnlfZXNxIiwicCI6Im1jcC1yZWdpc3RyeSJ9.3b61cb285412dd02ba328c4c5ccd0b00

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "matching-engine": {
      "url": "https://match.esqcopilot.com/mcp/c/eyJrIjoiY29ubmVjdG9yIiwiaSI6ImNvbl9tY3BfcmVnaXN0cnlfZXNxIiwicCI6Im1jcC1yZWdpc3RyeSJ9.3b61cb285412dd02ba328c4c5ccd0b00"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "matching-engine": {
      "type": "http",
      "url": "https://match.esqcopilot.com/mcp/c/eyJrIjoiY29ubmVjdG9yIiwiaSI6ImNvbl9tY3BfcmVnaXN0cnlfZXNxIiwicCI6Im1jcC1yZWdpc3RyeSJ9.3b61cb285412dd02ba328c4c5ccd0b00"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://match.esqcopilot.com/mcp/c/eyJrIjoiY29ubmVjdG9yIiwiaSI6ImNvbl9tY3BfcmVnaXN0cnlfZXNxIiwicCI6Im1jcC1yZWdpc3RyeSJ9.3b61cb285412dd02ba328c4c5ccd0b00

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.

  • start_from_directory_profile

    Use FIRST when the person names or pastes an ESQ CoPilot directory listing (directory.esqcopilot.com/attorney/...) or says they want help with a lawyer they were viewing, e.g. "help me check and contact Jeffrey Roy Hartmann, California bar 150013: https://directory.esqcopilot.com

  • preview_client_message

    Use when the person wants to contact ONE lawyer they picked ("write my message"). Builds a short, editable first message from general facts the person gives (type of legal issue, location, help wanted, timing, optional budget, contact method), asks the lawyer what is unknown (han

  • get_search_filters

    Use first when someone wants a lawyer but the state or type of legal issue is unclear ("I need a lawyer", "help me with my landlord"). Returns the few filters still needed (state, type of issue, location, timing, budget) and what was understood, for the person to confirm. Does no

  • search_attorneys

    Use when someone wants to find a lawyer for a U.S. legal issue, e.g. "tenant lawyers in Santa Ana" or "employment lawyers in Los Angeles". Needs the state and type of legal issue (or a short description the person confirms). Pass sort when the person picks an order (nearest_offic

  • compare_attorneys

    Use when the person asks to compare lawyers from search_attorneys. Compares 2 to 5 lawyers on practice areas, location, years licensed, fees, availability, data confidence and gaps, side by side in the order given, with no scores and without picking one. Pass match_id to use the

  • estimate_legal_cost

    Use when the person asks what a lawyer or a type of legal issue will cost. Returns only published fees, confirmed quotes or sourced market figures, each labeled; says plainly when there is not enough data instead of guessing. Not a quote. This is a listing service, not a lawyer r

  • check_attorney_availability

    Use when the person asks whether a lawyer takes new clients or can meet soon. Returns only what lawyers reported or confirmed, with last-checked time and certainty (reported, tentative, confirmed); unknown when nothing was reported. There is no live calendar access. This is a lis

  • get_attorney_profile

    Use when the person wants details on one listed lawyer. Returns license status with its official source and check date, private-client intake evidence, practice areas, service area, fees, availability, languages, data freshness, the directory profile link, how to contact the lawy

  • send_client_message

    Use only when the person asked to contact ONE specific lawyer they picked, has seen the lawyer's name, the exact message and details to be shared and the consent text, and said yes. Never call it on your own initiative or for several lawyers at once. Call preview_client_message f

  • get_contact_request_status

    Use when the person asks what happened with a message they sent. Returns lifecycle_state (recorded, queued, sent, delivered, responded, consultation_requested, consultation_confirmed, cancelled, completed, failed), whether it reached the lawyer and the lawyer's response. Needs th

  • cancel_contact_request

    Use when the person wants to cancel a message that has not been sent to the lawyer. Needs the private status_token. Deletes the person's shared details at once; nothing is sent afterwards. This is a listing service, not a lawyer referral service. No lawyer pays for placement or r

  • update_listing_criteria

    Save or change search filters (location, budget, timing, practice area, language, sort priorities) for this conversation. No personal contact details. Deleted automatically after 24 hours. This is a listing service, not a lawyer referral service. No lawyer pays for placement or r

  • submit_listing_feedback

    Optional 1-5 ratings on how useful the listings were, lawyer responsiveness, pricing and availability accuracy, satisfaction, and whether the lawyer was hired. No case details. This is a listing service, not a lawyer referral service. No lawyer pays for placement or ranking of an

  • report_listing_error

    Use when the person (or the listed lawyer) says a detail on a listing is wrong, missing or out of date: phone, website, office, firm, practice areas, license status, languages, fees, availability or name. Pass the listing's attorney_id, which detail, and optionally the correct va

  • prepare_introduction

    Older name of preview_client_message, kept until 2026-12-15; use preview_client_message. Use when the person wants to contact ONE lawyer they picked ("write my message"). Builds a short, editable first message from general facts the person gives (type of legal issue, location, he

  • get_matching_requirements

    Older name of get_search_filters, kept until 2026-12-15; use get_search_filters. Use first when someone wants a lawyer but the state or type of legal issue is unclear ("I need a lawyer", "help me with my landlord"). Returns the few filters still needed (state, type of issue, loca

  • find_attorneys

    Older name of search_attorneys, kept until 2026-12-15; use search_attorneys. Use when someone wants to find a lawyer for a U.S. legal issue, e.g. "tenant lawyers in Santa Ana" or "employment lawyers in Los Angeles". Needs the state and type of legal issue (or a short description

  • request_attorney_introduction

    Older name of send_client_message, kept until 2026-12-15; use send_client_message. Use only when the person asked to contact ONE specific lawyer they picked, has seen the lawyer's name, the exact message and details to be shared and the consent text, and said yes. Never call it o

  • update_matching_preferences

    Older name of update_listing_criteria, kept until 2026-12-15; use update_listing_criteria. Save or change search filters (location, budget, timing, practice area, language, sort priorities) for this conversation. No personal contact details. Deleted automatically after 24 hours.

  • submit_matching_feedback

    Older name of submit_listing_feedback, kept until 2026-12-15; use submit_listing_feedback. Optional 1-5 ratings on how useful the listings were, lawyer responsiveness, pricing and availability accuracy, satisfaction, and whether the lawyer was hired. No case details. This is a li

  • get_introduction_status

    Older name of get_contact_request_status, kept until 2026-12-15; use get_contact_request_status. Use when the person asks what happened with a message they sent. Returns lifecycle_state (recorded, queued, sent, delivered, responded, consultation_requested, consultation_confirmed,

  • get_referral_status

    Older name of get_contact_request_status, kept until 2026-12-15; use get_contact_request_status. Use when the person asks what happened with a message they sent. Returns lifecycle_state (recorded, queued, sent, delivered, responded, consultation_requested, consultation_confirmed,

  • cancel_introduction

    Older name of cancel_contact_request, kept until 2026-12-15; use cancel_contact_request. This is a listing service, not a lawyer referral service. No lawyer pays for placement or ranking of any kind.

  • confirm_introduction

    Kept until 2026-12-15 so older connections get a plain answer: pending requests ended on 2026-11-04 and nothing was shared. Use preview_client_message, then send_client_message. This is a listing service, not a lawyer referral service. No lawyer pays for placement or ranking of a

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

  • ! Caution

    Maker matches the repo

    The registry lists no source repo, so we cannot match the publisher (esqcopilot.com) to the code

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • ✓ Pass

    Endpoint responds

    Responded in 104 ms (HTTP 200)

  • – Not applicable

    Sign-in with OAuth

    No sign-in needed

  • ✓ Pass

    No hidden instructions in tool descriptions

    Read 24 tool descriptions and found no hidden instructions to the AI

Compared with others in Otheri

  • More stars than 0% of the other 32435 servers in this category
  • Published to the registry more recently than 99% of the other 32435 servers in this category
  • Basic checks equal to or better than 37% of the other 32435 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is ESQ Matching Engine safe?

It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (3.0.0) reached the registry today.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Apify MCP Server

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README from the maker

No README found in the repo

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