"Guidance for Understanding Large Codebases and Learning Their Architecture" matching MCP connectors:

Social media analytics, video analysis, and competitor intel for any MCP-compatible AI agent.

Measured share of answer for 24 crypto and Web3 brands. An open dataset, not an audit of your site.

Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.

Open AI Visibility Index for crypto and Web3. Weekly share-of-answer measurements for 24 tracked brands across ChatGPT, Perplexity and Gemini, from a frozen versioned prompt panel. Five read-only tools: full index, per-brand lookup, brand list, complete measurement history and methodology. No auth, no API key. Data is CC BY 4.0 with a permanent archive of every weekly snapshot, so any figure can be verified independently.

Open AI Visibility Index for SaaS and AI tools. Weekly share-of-answer measurements for 20 tracked brands across ChatGPT, Perplexity and Gemini, from a frozen versioned prompt panel. Five read-only tools: full index, per-brand lookup, brand list, complete measurement history and methodology. No auth, no API key. Data is CC BY 4.0 with a permanent archive of every weekly snapshot, so any figure can be verified independently.

Neutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math

Live internet-censorship signals and tamper-evident, pre-registered, hash-chained AI model evals.

Live exit costs by venue, depth concentration, and a sealed calls record that keeps its misses.

Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.

Identifies the Australian legislation triggered by a business's use of AI, and frames governance.

Reference data for prediction markets: graded resolution clarity, cross-venue links, provenance.

Reviewed competitor pricing, offer comparisons, and market-change evidence with x402 payments.

Bank and lender failure early warning, with the validated record served beside every claim.

AIOProductOS: revenue, feedback, work and analytics on one customer record. 71 tools, 3 apps.

Convert images to PNG, JPEG, WebP, or AVIF through one public remote MCP tool.

Fixter's MCP provides a stream-lined agentic way to onboard, setup and use the Fixter monitoring and observability platform. Check out more at https://fixter.dev/

The Brain Layer for AI Trading Agents — quant calls + cross-venue arb across perp venues via MCP.

Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.

Shared drive for your agents and teammates.

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.