CrashStory MCP

by DavidMelamed

287 downloads

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About

Public hosted MCP server for Colorado crash data, attorney discovery, and review intelligence

Details

Author: DavidMelamed
Downloads: 287
Categories: Other

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name CrashStory MCP

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

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

JSON

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

JSON

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

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

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

JSON

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

JSON

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

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

From the repository

Add the endpoint https://crashstory-mcp-production.up.railway.app/mcp to your compatible AI client using the configuration examples provided on the install page (https://crashstory.com/mcp). No local installation is required; the server is accessible via Streamable HTTP transport.

`search_attorneys`

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.

`get_attorney_profile`

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

`find_nearby_attorneys`

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

`list_attorney_cities`

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.

`get_attorney_leaderboard`

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

`compare_attorneys`

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.

`get_attorney_reviews`

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

`get_review_analytics`

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.

`get_city_review_leaderboard`

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

`get_review_intelligence`

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.

`compare_review_intelligence`

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.

`search_attorney_reviews`

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.

`search_crashes`

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.

`get_crash_details`

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.

`get_nearby_crashes`

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.

`list_research_datasets`

List CrashStory research datasets that can be queried through the MCP server, including gas-price analysis datasets and their available data views.

`get_research_dataset_summary`

Get the structured summary/report for a CrashStory research dataset. Use this before row-level querying to understand coverage, methodology, findings, and limitations.

`query_research_dataset`

Query rows from CrashStory research datasets. Supports the gas-price analysis datasets with optional state, year, and month filters so agents can perform their own follow-on analysis.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

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

McpServers

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

CrashStory MCP

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

- Install page: https://crashstory.com/mcp
- Examples: https://crashstory.com/mcp/examples
- Status: https://crashstory.com/mcp/status
- Manifest: https://crashstory.com/.well-known/mcp/server.json
- Hosted endpoint: https://crashstory-mcp-production.up.railway.app/mcp

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

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

- Install page: https://crashstory.com/mcp
- Prompt gallery: https://crashstory.com/mcp/examples
- Status page: https://crashstory.com/mcp/status
- llms.txt: https://crashstory.com/llms.txt
- Attorney directory: https://crashstory.com/lawyers
- Find an accident: https://crashstory.com/find-accident
- Live incidents: https://crashstory.com/accidents/live
- Statistics: https://crashstory.com/statistics
- Rankings: https://crashstory.com/rankings

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

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About

Details

Jump to

Setting up with Highlight

From the repository

search_attorneys

get_attorney_profile

find_nearby_attorneys

list_attorney_cities

get_attorney_leaderboard

compare_attorneys

get_attorney_reviews

get_review_analytics

get_city_review_leaderboard

get_review_intelligence

compare_review_intelligence

search_attorney_reviews

search_crashes

get_crash_details

get_nearby_crashes

list_research_datasets

get_research_dataset_summary

query_research_dataset

Claude Desktop / Cursor

McpServers

CrashStory MCP

What It Does

Quick Start

Claude Code

Cursor

Windsurf

Gemini CLI

ChatGPT Actions

Public Links

Example Prompts

Tool Categories

Attorney discovery

Review intelligence

Crash data

Local Development

Notes

License

Install

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`search_attorneys`

`get_attorney_profile`

`find_nearby_attorneys`

`list_attorney_cities`

`get_attorney_leaderboard`

`compare_attorneys`

`get_attorney_reviews`

`get_review_analytics`

`get_city_review_leaderboard`

`get_review_intelligence`

`compare_review_intelligence`

`search_attorney_reviews`

`search_crashes`

`get_crash_details`

`get_nearby_crashes`

`list_research_datasets`

`get_research_dataset_summary`

`query_research_dataset`