AI / ML MCP Servers

Source-linked market intelligence for AI agents researching public-company tickers.

Give LLM agents webcam access: capture photos and record short videos over MCP.

Live Google + public LinkedIn data: search, maps, profiles, companies, jobs. Pay only for results.

FastAPI-native Model Context Protocol framework and stdio runner.

Look up AI agents on Arc: ERC-8004 identity, feedback, validations and USDC-backed trust scores.

Search a curated directory of 300+ verified AI agents, MCP servers, and agentic tools.

Japan EC MCP via Apify. Store: https://apify.com/fruitful_quintessence/acts/whSePszWpMtfeLYBp

Verify Japanese companies: invoice T-numbers, Corporate Numbers, English names, shareholders

Design systems, layout and motion guidance for AI agents, plus headless Chromium visual QA.

Give AI tools access to your Mac clipboard history and pinboards from Paste. Runs locally.

Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via cookie+protobuf.

Measures whether your Claude subscription is paying off, from local logs. No upload.

Review and safely clean local Codex and Claude Code sessions

PlatformIO for AI agents: build, flash, serial monitor, tests, crash decoding, size reports.

Checks an AI agent's 'done' against the files and URLs it claims. Missing = FALSE_DONE.

UI TARS Desktop

MCP server for filesystem access

Autosearch

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources.

Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.

Bridges any GraphQL API to Claude Code — auto-generates MCP tools via schema introspection.

40+ Lightning-paid AI tools for agents: calls, SMS, fax, voice, translation. No signup, no keys.