MCP Server

Agent Intelligence Platform

            io.github.Sunbrunch/agent-intelligence-platform
        

Data & Analytics Search & Research Public & reachable MCP 2025-11-25

What this MCP does

Catalogs and searches source-backed intelligence for ranking tenders, comparing markets, and combining domain evidence.

describe_intelligence

Get a capability's job, work avoided, input/output schema, example, source, freshness and 0.01 USDC x402 price.

Input schema

{'type': 'object', 'required': ['shelf_id'], 'properties': {'shelf_id': {'type': 'string'}}, 'additionalProperties': False}

list_intelligence

List all AIP shelves with access and publication status.

Input schema

{'type': 'object', 'required': [], 'properties': {'live_only': {'type': 'boolean'}}, 'additionalProperties': False}

query_intelligence

Probe a selected shelf without signing or spending. A match returns the GET URL and 0.01 USDC x402 payment details; buy through that HTTP URL with an independently authorized x402 client. An unavailable answer is free.

Input schema

{'type': 'object', 'required': ['shelf_id'], 'properties': {'params': {'type': 'object', 'additionalProperties': {'type': ['string', 'number', 'boolean']}}, 'shelf_id': {'type': 'string'}}, 'additionalProperties': False}

search_intelligence

Find paid, source-backed AIP answers for an agent's job, such as ranking tenders, comparing property markets or combining fish, river and weather evidence. Distinguishes live supply from demand tests.

Input schema

{'type': 'object', 'required': ['query'], 'properties': {'query': {'type': 'string'}, 'include_experiments': {'type': 'boolean'}}, 'additionalProperties': False}

Changed

                            query_intelligence
                        

Sept. 29, 2026, 2:48 a.m.

Changed

                            describe_intelligence
                        

Sept. 29, 2026, 2:48 a.m.

Changed

                            search_intelligence
                        

Sept. 29, 2026, 2:48 a.m.

Added

                            query_intelligence
                        

Sept. 27, 2026, 2:40 a.m.

Added

                            describe_intelligence
                        

Sept. 27, 2026, 2:40 a.m.

Added

                            list_intelligence
                        

Sept. 27, 2026, 2:40 a.m.

Added

                            search_intelligence
                        

Sept. 27, 2026, 2:40 a.m.

Server details

Version

0.3.2

Transport

Streamable HTTP

Tools

Latency

244 ms

Last scan

Oct. 1, 2026, 2:42 a.m.

First seen

Sept. 27, 2026, 2:13 a.m.

Endpoint

https://agent-intelligence-platform.fhochard.workers.dev/mcp

Recent scans

Success

Oct. 1, 2026, 2:42 a.m.

Success

Sept. 29, 2026, 2:48 a.m.

Success

Sept. 27, 2026, 2:40 a.m.

Agent Intelligence Platform

What this MCP does

Tools

Recent tool changes

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