"Indexing a codebase for accessible contextual queries" matching MCP connectors:

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

DXF and PDF/X-4 for AI agents: structured facts, PNG renders, an interactive in-chat viewer.

User-owned memory for AI agents, Copilot, Claude, IDEs, CLIs, and chat apps over remote MCP.

Reassign: a circular 24-hour calendar and time-tracking copilot with ADHD-friendly scheduling.

Structured aquarium, marine, terrarium and paludarium data for AI agents.

Product search and price comparison for AI agents. Search 100M+ products across thousands of retailers by text or image, compare live offers and prices, and turn any merchant URL into structured product data. No API key required to start; add one for unlimited use and affiliate commission.

The Apiosk MCP lets AI agents discover, pay for, execute, and publish APIs through the Apiosk gateway. It is a machine endpoint, not a website, so connect it from an MCP client (Claude, Cursor, ChatGPT, and others) rather than browsing it here.

Free, keyless real-time air quality (US AQI plus PM2.5, PM10, ozone, NO2, SO2, CO) for any city.

Score any URL against a real design contract — 40 checks, A-F grade, token + motion validation.

Free, keyless public holidays lookup for any country and year, plus single-date holiday checks.

Search and get install details on MCP servers, right from your agent -- a unified marketplace index.

Sailing passage planner for any coast, with high-precision tides on the French Atlantic.

Read-only fantasy analysis for ESPN, Yahoo, and Sleeper leagues via MCP

Run AI market research: synthetic customer panels for concept testing, message testing, segments.

Durable, versioned memory for AI assistants. Remote memory needs a Pastepile subscription.

Music superpowers for your AI agent. Curated licensed music and AI tools that do the rest. Right where you already work.

The official Svelte MCP server providing docs and autofixing tools for Svelte development

Human-made production music for sync — search by brief or reference, preview, score to picture.

An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.

Search domain availability and pricing, straight from chat — then open a link to register.