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CrashStory MCP

CrashStory MCP

by DavidMelamed
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Hybrid

CrashStory MCP

Hosted, read-only MCP server for Colorado crash data, attorney discovery, and AI-analyzed review intelligence.

CrashStory MCP is built for Claude, Cursor, Windsurf, Gemini CLI, ChatGPT Actions, and other compatible AI clients. The goal is simple: make CrashStory's structured Colorado crash and attorney data directly usable in modern AI workflows.

What It Does

  • Search Colorado crash records

  • Pull a crash detail record with richer context

  • Search Colorado personal injury attorneys

  • Compare attorney profiles and review intelligence

  • Search attorney reviews for specific needs, concerns, or case types

  • Find crash activity near a law office

Related MCP server: Slack MCP Server

Quick Start

Claude Code

claude mcp add --transport http crashstory https://crashstory-mcp-production.up.railway.app/mcp

Cursor

{
  "mcpServers": {
    "crashstory": {
      "url": "https://crashstory-mcp-production.up.railway.app/mcp"
    }
  }
}

Windsurf

{
  "mcpServers": {
    "crashstory": {
      "serverUrl": "https://crashstory-mcp-production.up.railway.app/mcp"
    }
  }
}

Gemini CLI

{
  "mcpServers": {
    "crashstory": {
      "httpUrl": "https://crashstory-mcp-production.up.railway.app/mcp"
    }
  }
}

ChatGPT Actions

Import this OpenAPI file:

https://crashstory.com/mcp/gpt-actions-openapi.json

Public Links

Example Prompts

See examples/prompts.md or the live gallery at https://crashstory.com/mcp/examples

Tool Categories

Attorney discovery

  • search_attorneys

  • list_attorney_cities

  • find_nearby_attorneys

  • get_attorney_leaderboard

  • get_attorney_profile

  • compare_attorneys

Review intelligence

  • get_attorney_reviews

  • get_review_analytics

  • get_review_intelligence

  • compare_review_intelligence

  • get_city_review_leaderboard

  • search_attorney_reviews

Crash data

  • search_crashes

  • get_crash_details

  • get_nearby_crashes

Local Development

npm install
npm run typecheck
npm run build
npm run dev:http

Notes

  • The primary public transport is stateless Streamable HTTP.

  • The server is intentionally read-only.

  • This repository is the public MCP surface only. The broader CrashStory application remains private.

License

MIT

Available Tools

15 tools
compare_attorneysA

Compare 2-4 attorney profiles side-by-side. Use canonical slugs from search_attorneys. Returns key comparison metrics including ratings, reviews, specialties, practice areas, and known experience fields.

Inputs: slugs (required).

compare_review_intelligenceA

Compare AI-analyzed review intelligence across 2-5 law firms. Returns side-by-side pain point dimensions, sentiment, trust signals, response quality, and case type distributions for competitive analysis.

Inputs: firm_slugs (required).

find_nearby_attorneysA

Find personal injury attorneys near a geographic location. Uses Haversine distance calculation. Returns attorneys sorted by distance with contact info and ratings.

Inputs: latitude (required), longitude (required), limit, radius_miles.

get_attorney_leaderboardA

Get the top-ranked personal injury attorneys in Colorado. Returns attorneys ranked by a composite score considering ratings, reviews, experience, and case outcomes.

Inputs: limit.

get_attorney_profileA

Get a detailed attorney profile by slug. Returns full bio, practice areas, reviews, credentials, office location, and AI-analyzed intelligence data when available.

Inputs: slug (required).

get_attorney_reviewsA

Get paginated client reviews for a specific attorney. Includes review text, rating, reviewer name, date, and rating distribution breakdown.

Inputs: slug (required), page, limit.

get_city_review_leaderboardA

Get the review-based leaderboard for attorneys in a specific Colorado city. Ranks attorneys by composite review metrics including velocity, freshness, momentum, and rating.

Inputs: city (required), limit.

get_crash_detailsA

Get full details of a specific Colorado crash by its CUID (Crash Unique Identifier). Returns complete crash record including all vehicles involved, injuries, contributing factors, road conditions, weather, and narrative.

Inputs: cuid (required).

get_nearby_crashesA

Get crash records near a specific attorney's office location. This tool is attorney-centered, not a raw lat/lng search. Use a canonical attorney slug from search_attorneys, then this tool will search around that office address.

Inputs: attorney_slug (required), sort, limit, months, +1 more.

get_review_analyticsB

Get review velocity analytics for a specific attorney. Includes review frequency trends, freshness score, momentum indicators, composite score, city percentile rank, and month-over-month time series.

Inputs: slug (required).

get_review_intelligenceA

Get AI-analyzed review intelligence for a law firm. Returns plain-language praise and complaint summaries, 12 consumer pain point dimensions, case type distribution, trust signals, response quality, and highlight reviews.

Inputs: firm_slug (required).

list_attorney_citiesA

List all Colorado cities that have active personal injury attorneys, with the count of attorneys in each city. Useful for discovering which cities have coverage.

Inputs: no named parameters.

search_attorney_reviewsA

Search a law firm's detailed reviews for the most relevant matches to a specific need, case type, injury, sentiment, or pain point. Use this when someone asks for reviews about communication, wrongful death, motorcycle crashes, fees, settlement clarity, or similar client concerns.

Inputs: firm_slug (required), need, limit, injury, +3 more.

search_attorneysA

Search for personal injury attorneys in Colorado. Filter by city, county, specialty, rating, and verification status. Returns attorney profiles plus the canonical slug to use with profile, review, and comparison tools.

Inputs: city, page, limit, query, +5 more.

search_crashesA

Search Colorado crash records by location, date range, crash type, and severity. Database contains 500,000+ CDOT crash records. Returns key fields including location, date, severity, injuries, fatalities, and contributing factors.

Inputs: limit, date_to, location, severity, +2 more.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.7/5.0

    Scored across 15 tools

    Disambiguation4/5

    Most tools target distinct actions, but the review-related tools (get_attorney_reviews, get_review_analytics, get_review_intelligence, compare_review_intelligence, search_attorney_reviews) overlap significantly and could confuse an agent. Descriptions help, but boundaries are not immediately clear.

    Naming Consistency4/5

    Tool names generally follow a verb_noun pattern (get_, search_, compare_, list_, find_), but 'find_nearby_attorneys' is a minor deviation from the search_ convention. Otherwise consistent and predictable.

    Tool Count4/5

    15 tools is at the upper end of the well-scoped range. The dual domain (attorneys and crashes) justifies the count, but the five review-intelligence tools feel slightly heavy and could be consolidated.

    Completeness4/5

    The tool surface covers attorney discovery, profiling, reviews, analytics, and crash records extensively. A minor gap is the lack of a direct tool to connect crashes to attorneys (only attorney-to-crash via get_nearby_crashes), but overall workflows are not dead-ended.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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