Findings24 for agents

Product discovery data built for AI agents.

Use public indexes to discover, browse, cite, and compare AI tools, SaaS products, developer tools, and productivity software.

Open llms-full.txt Contact

Agent entry pointspublic

llms.txt       /llms.txt
llms-full.txt  /llms-full.txt
mcp            /mcp
server-card    /.well-known/mcp/server-card.json

Public resources

Stable entry points for crawlers and runtimes that need a compact map of Findings24 content.

LLM summary

A compact public guide for AI agents and crawlers.

/llms.txt

Full LLM index

Generated products, categories, blogs, and locale indexes.

/llms-full.txt

Sitemap

Search-engine index of public Findings24 content.

/sitemap.xml

MCP endpoint

Read-only JSON-RPC tools for product and blog discovery.

/mcp

Authenticated API access

Manage personal tokens for scripts, integrations, and owner workflows. Token secrets are displayed only at creation time.

Checking account access...

MCP

Read-only first, scoped later.

Public MCP makes Findings24 queryable by agents without exposing content management operations. Write tools belong behind explicit authorization and audit trails.

Public indexes

Available

Agent-readable text indexes are available without authentication.

Read-only MCP

Available

Remote MCP tools expose product and blog discovery without write access.

API tokens

Available

Create account tokens for authenticated Findings24 API requests.

Available MCP tools

The public MCP surface focuses on product discovery, retrieval, and citation. No create, update, publish, or task execution tools are exposed on the public unauthenticated surface.

Write access will require scoped authorization.

Tool names

search_products

get_product

list_categories

get_category_products

search_blogs

get_blog

get_trending_products