Your agent is stuck
at step 1: read the
web.
Every agent project hits the same wall. The LLM is great. The orchestrator is fine. But scraping is hostile, SERP APIs are expensive, document parsing is broken, and the web breaks every Tuesday. Ollagraph is the unified web layer that fixes all of it.
You shouldn't be integrating six vendors.
A production agent usually needs scraping, SERP, doc parsing, domain intel, and technical audits. That is five vendors, five bills, five rate-limiters, and five sets of failure modes. Ollagraph covers all of them with one Bearer token.
Fragmented, brittle & non-MCP
Research requires Firecrawl or ScrapingBee. Grounding needs Tavily or Serper. Doc RAG requires LlamaParse. Compliance needs WhoisXML. Site audit needs DataForSEO.
- ✕ 5 SDKs, 5 auth tokens, 5 webhook handlers
- ✕ Conflicting rate-limits and separate minimum commits
- ✕ Zero native Model Context Protocol (MCP) tooling
One API. One MCP server. One bill.
Every endpoint exposed as an MCP tool. Failed calls auto-refund. Rate-limiting is per-plan, not per-vendor. When a target site changes on Tuesday, our engine handles the bypass and parsing.
- ✓ Unified Bearer auth across 147 endpoints
- ✓ Direct Claude Desktop, Cursor, and LangChain integration
- ✓ Zero content persistence: privacy and IP compliance by default
What agents actually do with Ollagraph.
Pre-built, credit-metered endpoints tuned specifically for LLM context windows, tool calling, and RAG pipelines.
Research agents
Fetch a page, clean to markdown, chunk to fit context. One call returns the RAG-ready payload — JS-rendered when needed, source URL retained for citation.
Document agents
Customer uploads a PDF or scanned doc. Extract structured markdown, table hierarchies, and layout structures with fallback OCR for image docs.
Site-audit agents
Agent scores schema coverage, meta health, readability, broken links, and AEO citation readiness — returning a structured remediation plan to act upon.
Lead-research agents
Domain in, structured company profile out: name, description, logo, socials, contact patterns, and address from JSON-LD + OpenGraph + page scan.
Security & Intel agents
Investigate domain or IP: WHOIS, RDAP, DNS records, certificate transparency history, ASN, and passive subdomain enumeration without threat-feed lock-in.
Grounding & Verification
Verify factual claims against live sources: fetch real pages, extract clean body text, evaluate freshness timestamps, and attribute directly to valid URLs.
Drop into Claude Desktop in 30 seconds.
Every Ollagraph endpoint is exposed as an MCP tool. The OpenAPI spec is tuned for LLM tool-use: concise descriptions, typed parameters, and predictable error shapes.
{
"mcpServers": {
"ollagraph": {
"command": "pipx",
"args": ["run", "ollagraph-mcp"],
"env": {
"OLLAGRAPH_API_KEY": "osk_live_..."
}
}
}
}Stop integrating. Start shipping.
1,000 credits on signup. 147 endpoints across fetch, extract, and audit. Zero content retention guarantee. No card required.