Jevcrawl MCP Server

Crawls a site toward a question and returns source-linked passages, using an external Jev decision model to rank the route.

Published by RayenMlayehRayenMlayeh/jevcrawl

Open source on GitHub

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Install

Pick your client, then copy the command.

Claude Code

Run in your terminal

claude mcp add jevcrawl -e TYPESAFE_API_KEY=YOUR_TYPESAFE_API_KEY -- uvx --from git+https://github.com/RayenMlayeh/jevcrawl@7d1f91609221ae221926dd952cd4aa76263924ec jevcrawl

Codex

~/.codex/config.toml — generic MCP template; upstream does not name Codex. Required credentials must be present in the local Codex environment.

[mcp_servers.jevcrawl]
command = "uvx"
args = ["--from", "git+https://github.com/RayenMlayeh/jevcrawl@7d1f91609221ae221926dd952cd4aa76263924ec", "jevcrawl"]
env_vars = ["TYPESAFE_API_KEY"]

Cursor

.cursor/mcp.json in a project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "jevcrawl": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/RayenMlayeh/jevcrawl@7d1f91609221ae221926dd952cd4aa76263924ec",
        "jevcrawl"
      ],
      "env": {
        "TYPESAFE_API_KEY": "YOUR_TYPESAFE_API_KEY"
      }
    }
  }
}

Setup

Run locally after reviewing the pinned instructions

(
set -e
git clone https://github.com/RayenMlayeh/jevcrawl.git
cd jevcrawl && git checkout 7d1f91609221ae221926dd952cd4aa76263924ec
# Requires your own TYPESAFE_API_KEY in the local client environment.
# Read README.md for account, usage costs and optional JS rendering.
uvx --from git+https://github.com/RayenMlayeh/jevcrawl@7d1f91609221ae221926dd952cd4aa76263924ec jevcrawl doctor
)

Claude Desktop

claude_desktop_config.json

{
  "mcpServers": {
    "jevcrawl": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/RayenMlayeh/jevcrawl@7d1f91609221ae221926dd952cd4aa76263924ec",
        "jevcrawl"
      ],
      "env": {
        "TYPESAFE_API_KEY": "YOUR_TYPESAFE_API_KEY"
      }
    }
  }
}

Git

Check out the pinned revision

git clone 'https://github.com/RayenMlayeh/jevcrawl.git'
cd jevcrawl && git checkout 7d1f91609221ae221926dd952cd4aa76263924ec

Any agent

Paste into your agent chat

Read the source at https://github.com/RayenMlayeh/jevcrawl/blob/7d1f91609221ae221926dd952cd4aa76263924ec/README.md (pinned revision 7d1f91609221). Explain what it does and which tools, credentials and network access it needs. Do not install or run anything until I confirm.

All client instructions (works without JavaScript)

Claude Code

Run in your terminal

claude mcp add jevcrawl -e TYPESAFE_API_KEY=YOUR_TYPESAFE_API_KEY -- uvx --from git+https://github.com/RayenMlayeh/jevcrawl@7d1f91609221ae221926dd952cd4aa76263924ec jevcrawl

Codex

~/.codex/config.toml — generic MCP template; upstream does not name Codex. Required credentials must be present in the local Codex environment.

[mcp_servers.jevcrawl]
command = "uvx"
args = ["--from", "git+https://github.com/RayenMlayeh/jevcrawl@7d1f91609221ae221926dd952cd4aa76263924ec", "jevcrawl"]
env_vars = ["TYPESAFE_API_KEY"]

Cursor

.cursor/mcp.json in a project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "jevcrawl": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/RayenMlayeh/jevcrawl@7d1f91609221ae221926dd952cd4aa76263924ec",
        "jevcrawl"
      ],
      "env": {
        "TYPESAFE_API_KEY": "YOUR_TYPESAFE_API_KEY"
      }
    }
  }
}

Setup

Run locally after reviewing the pinned instructions

(
set -e
git clone https://github.com/RayenMlayeh/jevcrawl.git
cd jevcrawl && git checkout 7d1f91609221ae221926dd952cd4aa76263924ec
# Requires your own TYPESAFE_API_KEY in the local client environment.
# Read README.md for account, usage costs and optional JS rendering.
uvx --from git+https://github.com/RayenMlayeh/jevcrawl@7d1f91609221ae221926dd952cd4aa76263924ec jevcrawl doctor
)

Claude Desktop

claude_desktop_config.json

{
  "mcpServers": {
    "jevcrawl": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/RayenMlayeh/jevcrawl@7d1f91609221ae221926dd952cd4aa76263924ec",
        "jevcrawl"
      ],
      "env": {
        "TYPESAFE_API_KEY": "YOUR_TYPESAFE_API_KEY"
      }
    }
  }
}

Git

Check out the pinned revision

git clone 'https://github.com/RayenMlayeh/jevcrawl.git'
cd jevcrawl && git checkout 7d1f91609221ae221926dd952cd4aa76263924ec

Any agent

Paste into your agent chat

Read the source at https://github.com/RayenMlayeh/jevcrawl/blob/7d1f91609221ae221926dd952cd4aa76263924ec/README.md (pinned revision 7d1f91609221). Explain what it does and which tools, credentials and network access it needs. Do not install or run anything until I confirm.

Listed ≠ audited. Snippets follow the pinned source docs; review the source and any scripts before running them. Nothing is installed from this page.

Source record

Repository: RayenMlayeh/jevcrawl
Source file: README.md
Pinned revision: 7d1f916
Upstream commit: 15 Oct 2026
Last checked: 19 Oct 2026
Stars at check: 77 (2026-10-19)
Repository created: 2026-10-11
Default branch: main
License: Apache-2.0
Cited in guides: 1

No review scores. No automatic installs. Not affiliated with the publisher.

What you are opening

The Python MCP server also provides a CLI and an agent skill. It scores links and passages to guide traversal; its published benchmark claims have not been reproduced by this directory.

How to set it up

Read the pinned README, obtain your own Typesafe/Jev credentials and keep them in your local client environment.
Use the SHA-pinned uvx command in the MCP tab. Fill the Typesafe credential placeholder only in your local client; Codex forwards TYPESAFE_API_KEY from its environment.
Run the pinned doctor command in Setup and test one allowed public page before widening the crawl.

Requirements and third-party terms

Python 3.11+, uv and your own TYPESAFE_API_KEY from console.typesafe.ai. The external Jev service receives scoring inputs and may charge per use; review its terms and data handling. Optional JavaScript rendering installs Playwright/Chromium. Respect the target site’s access rules and crawl only content you are authorized to retrieve.

Before you add it

Read the instructions and review any scripts before running them.
Check tool access, required credentials and third-party network requests.
The source license and any resource-specific terms take precedence.

What you are opening

How to set it up

Requirements and third-party terms

Before you add it

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