MCP server · BrightAI

brightai-public

Open endpoint → BrightAI provider profile

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Provider: BrightAI Type: Hosted endpoint Transport: http Host: public.stateful.world

Endpoint

https://public.stateful.world/mcp

Hosted endpoint · transport http

Connect

This is a remote MCP server — point an MCP client at the endpoint URL. Clients with native remote support (Claude, Cursor, VS Code, …):

# mcp client config (e.g. .mcp.json / mcp settings) { "mcpServers": { "brightai": { "url": "https://public.stateful.world/mcp" } } }

For stdio-only clients (older Claude Desktop, etc.), bridge with mcp-remote:

# Add to claude_desktop_config.json { "mcpServers": { "brightai": { "command": "npx", "args": ["-y", "mcp-remote", "https://public.stateful.world/mcp"] } } }

If the server requires authentication, add the provider's token/header (e.g. an X-API-Key) per its docs. A quick reachability check:

curl -i -X POST https://public.stateful.world/mcp \ -H "Content-Type: application/json" -H "Accept: application/json, text/event-stream" \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Tools

brightai_overview — Who BrightAI is, what the Stateful platform does, canonical platform-scale figures, and the live worldwide opportunity numbers from BrightAI's Global Observability Database (BGOD). Includes press-facts and investor-thesis sections. Start here.
list_industries — Every essential-services vertical BrightAI has mapped, each with live anonymized aggregates - addressable annual impact (USD/yr), operators profiled, and observability problem-family count.
get_industry — One vertical in depth - live aggregates plus its top observability problem families (names, first-sentence definitions, applicability). Accepts the slug from list_industries or a close industry name.
list_problem_families — The canonical catalog of observability problem families BrightAI has mapped worldwide (the public taxonomy). Optionally filter by industry slug or a name substring.
get_problem_family — The complete public definition of one observability problem family - formal definition, anatomy (manifestations / measurement / intervention), typical assets, and which verticals it applies to.
check_company — Name (or website domain) lookup against BrightAI's Global Observability Database. Returns neutral public facts only - whether the company is profiled, its industry, HQ, a one-line description, and the names and count of observability problem families identified for it. Minor spelling variations are matched automatically; a matched_via "close_spelling" flag marks a did-you-mean correction. Deeper detail is available only to verified employees of the company itself.

About MCP

The Model Context Protocol (MCP) is an open protocol Anthropic introduced for connecting LLM-based agents to external tools and data sources. Providers publish MCP servers that expose their API surface as structured, discoverable tools — an MCP-compatible client (Claude Desktop, Cursor, Cline, Continue, etc.) can connect to the server and call its tools without any per-provider integration code.

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Tools for mcp servers

4 MCP tools reach this

find_mcpBrowse and filter every MCP server in the catalog.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

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