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from $20.00 / 1,000 fact-dense rag chunk & validated json entities

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Website to Clean Markdown & JSON for RAG | MCP & AI Agents

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Strip boilerplate, cookie banners, and nav clutter to extract high-density Markdown chunks, pricing tables, and typed JSON schema entities for RAG & MCP.

Pricing

from $20.00 / 1,000 fact-dense rag chunk & validated json entities

Rating

5.0

(1)

Developer

Vadim Polansk

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Categories

Developer tools

Open source

Security

You can access the Website to Clean Markdown & JSON for RAG | MCP & AI Agents programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

# Set API token
$API_TOKEN=<YOUR_API_TOKEN>

# Prepare Actor input
$cat > input.json << 'EOF'
<{
<  "items": [
<    "## API Rate Limits & Tier Pricing\n| Tier | RPM | TPM | Context | Price/1M |\n| Pro | 1,200 | 4,000,000 | 128K | $0.40 |\nJSON: {\"tier\":\"Pro\",\"rpm\":1200,\"tpm\":4000000,\"ctx_k\":128,\"usd_per_1m\":0.40}",
<    "## Clinical Trial NCT05892104 Endpoint Summary\nPrimary Outcome: HbA1c reduction at Week 24 (-1.42% vs -0.31% placebo, p<0.0001, n=640). JSON: {\"nct_id\":\"NCT05892104\",\"delta_hba1c\":-1.42,\"p_val\":0.0001,\"n\":640}",
<    "## Hardware Spec: NVIDIA H200 SXM\nMemory: 141 GB HBM3e @ 4.8 TB/s bandwidth; FP8 Tensor Core: 3,958 TFLOPS; TDP: 700W. JSON: {\"gpu\":\"H200-SXM\",\"vram_gb\":141,\"bw_tbs\":4.8,\"fp8_tflops\":3958}"
<  ]
<}
<EOF

# Run the Actor using an HTTP API
# See the full API reference at https://docs.apify.com/api/v2
$curl "https://api.apify.com/v2/actors/ultra-liquid~ai-agent-clean-markdown-rag/runs?token=$API_TOKEN" \
<  -X POST \
<  -d @input.json \
<  -H 'Content-Type: application/json'

URL to Clean Markdown & JSON Schema Extractor for RAG & MCP API

Below, you can find a list of relevant HTTP API endpoints for calling the Website to Clean Markdown & JSON for RAG | MCP & AI Agents Actor. For this, you’ll need an Apify account. Replace <YOUR_API_TOKEN> in the URLs with your Apify API token, which you can find under API & Integrations in Apify Console. For details, see the API reference.

Run Actor

POST
https://api.apify.com/v2/actors/ultra-liquid~ai-agent-clean-markdown-rag/runs?token=<YOUR_API_TOKEN>

Note: By adding the method=POST query parameter, this API endpoint can be called using a GET request and thus used in third-party webhooks. Please refer to our Run Actor API documentation.

Run Actor synchronously and get dataset items

POST
https://api.apify.com/v2/actors/ultra-liquid~ai-agent-clean-markdown-rag/run-sync-get-dataset-items?token=<YOUR_API_TOKEN>

Note: This endpoint supports both POST and GET request methods. However, only the POST method allows you to pass input data. For more information, please refer to our Run Actor synchronously and get dataset items API documentation.

Get Actor

GET
https://api.apify.com/v2/actors/ultra-liquid~ai-agent-clean-markdown-rag?token=<YOUR_API_TOKEN>

For more information, please refer to our Get Actor API documentation.

Actors can be used to scrape web pages, extract data, or automate browser tasks. Use the Website to Clean Markdown & JSON for RAG | MCP & AI Agents API programmatically via the Apify API.

You can choose from:

Website to Clean Markdown & JSON for RAG | MCP & AI Agents API in Python

Website to Clean Markdown & JSON for RAG | MCP & AI Agents API in JavaScript

Website to Clean Markdown & JSON for RAG | MCP & AI Agents API through CLI

Website to Clean Markdown & JSON for RAG | MCP & AI Agents OpenAPI definition

You can start Website to Clean Markdown & JSON for RAG | MCP & AI Agents with the Apify API by sending an HTTP POST request to the Run Actorendpoint. An Actor’s input and its content type can be passed as a payload of the POST request, and additional options can be specified using URL query parameters. The Website to Clean Markdown & JSON for RAG | MCP & AI Agents is identified within the API by its ID, which is the creator’s username and the name of the Actor.

When the Website to Clean Markdown & JSON for RAG | MCP & AI Agents run finishes you can list the data from its default dataset(storage) via the API or you can preview the data directly on Apify Console.

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