com.esqcopilot/matching-engine
ESQ Matching Engine
Is the ESQ Matching Engine MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-10.
Find and compare licensed US lawyers from official licensing records, with sources. No legal advice.
alive probed 2026-11-15 · unchanged since 2026-11-10 · HTTP 200
- Endpoint
- https://match.esqcopilot.com/mcp/c/eyJrIjoiY29ubmVjdG9yIiwiaSI6ImNvbl9tY3BfcmVnaXN0cnlfZXNxIiwicCI6Im1jcC1yZWdpc3RyeSJ9.3b61cb285412dd02ba328c4c5ccd0b00 (streamable-http)
- Host
- match.esqcopilot.com
- Protocol
- 2025-11-25
- Reports itself as
- esq-matching-engine 3.0.0
- Capabilities
- resources, tools
- Instructions
- 2 167 characters
- Of a 1M window
- 3.0 % of a 1M context window
- Count
- 30k tokens in Claude Opus 5.5, exact, measured 2026-11-08. With the Claude Code prefix mcp__…__ on each tool name: 30k. The o200k_base estimate is 17k. Counted again when the tool definitions change. Method.
- Website
- https://match.esqcopilot.com/ai-agents
- Registry
- active, updated 2026-11-06 · registry entry
- Changes
- 7 recorded, reachable in 7 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.70×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| find_attorneys | 2 845 | 1 670 | 10 % |
| search_attorneys | 2 808 | 1 648 | 9 % |
| update_matching_preferences | 2 109 | 1 238 | 7 % |
| update_listing_criteria | 2 070 | 1 215 | 7 % |
| prepare_case_brief | 2 060 | 1 209 | 7 % |
Compare this server with others, or with the servers that share its tool set.
Same tool set as 1 other server
These registry entries have the same tool names and the same schema sizes.
- io.github.sustany/alcbar-match match.esqcopilot.com
More servers
Other registry entries on match.esqcopilot.com.
- ESQ Matching Engine io.github.sustany/alcbar-match · alive
Servers that mention matching.
- Advisors AI — Route a Store Need to a Service ai.advisorsai/service-navigator · alive
- Law.AI — Lawyer Search ai.law.mcp/lawyer-search · alive
- Law.AI — Lawyer Search ai.law/lawyer-search · alive
- Realastat ai.realastat/realastat · needs auth
- TheBetterHire ai.thebetterhire/mcp · needs auth
- Matchbox com.askmatchbox/matchbox · not MCP
- Regex/Email/URL Validator com.apished/regex-email-url-validator · alive
- AI Inventory Network com.checkmycontractorquote/ai-inventory-network · not found
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-08 10:35 | alive | 199 ms | 26 | 30k | 17k |
| 2026-11-07 10:23 | alive | 451 ms | 26 | 30k | 17k |
| 2026-11-06 11:05 | alive | 505 ms | 24 | 27k | 16k |
| 2026-11-05 11:09 | alive | 571 ms | 23 | 25k | 15k |
| 2026-11-04 11:09 | alive | 506 ms | 15 | 14k | 8.1k |
| 2026-11-02 11:22 | alive | 482 ms | 10 | 11k | 6.0k |
| 2026-10-25 20:16 | alive | 483 ms | 10 | 10k | 6.0k |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- This server is in the heaviest 10 % of the registry. Its 5 most expensive tools are 40 % of the cost. Shorter descriptions, fewer optional parameters and fewer tools cut the cost. The command npx mcpcost --url <endpoint> --tools 50 lists every tool with its cost.
Fixed something? Probe it now, with the same steps as the daily run. This page updates with the next daily run.