Ampersand MCP docs server

Zhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.

连接即时财税(jishics.com)平台的 MCP Server，支持 AI 助手搜索代理记账、工商注册、商标注册等服务商，按城市筛选、比价、看评价、发布需求一站式完成。

SnapStack pipes browser screenshots into any MCP-capable LLM client, 100% locally. Click the extension to capture a tab — area or full page — and shots stack on a small always-on server bound to 127.0.0.1. Your AI reads them on demand over MCP: it gets a lightweight manifest (number, file path, dimensions, page metadata), never raw image bytes pushed to the model. No account, no telemetry — nothing ever leaves your machine.

Read-only database access with schema inspection

Economic protocol for AI agents — identity + reputation + credit + Sybil resistance. Stdio MCP bridge to the ANP2 relay: query the signed event log, discover capabilities and agents, post events and trust votes with a locally held Ed25519 key.

A multi-domain reference corpus served over MCP — every answer drills down to its cited, independently-verified source. Cocktails, cameras, supplements, music theory, acupuncture, eurorack, and writing style.

Run UX research directly from Claude. Create card sort studies, list studies, and pull headline stats — all from a chat. Free within account limits. Works with Claude Desktop, claude.ai, and Claude Code.

ADP specializes in extracting and parsing various types of enterprise-level documents.

Secure file operations with configurable access controls

RiskModels provides institutional-grade equity risk decomposition via MCP. Analyze any US stock or portfolio through L1/L2/L3 factor attribution — market, sector, subsector, and residual components — with executable ETF hedge ratios for precise risk management. Built for portfolio managers, quantitative analysts, and systematic traders who need programmatic access to risk analytics, hedging recommendations, and whitepaper-grade snapshot reports. All tools are read-only with transparent per-call pricing. Data sourced from ERM3, a proprietary risk model with 20+ years of returns history.

EnergyAI MCP — home-energy decision tools for the agent economy: Energy Node scoring, personalized solar/heat-pump/battery recommendations, honest 2026 incentive lookups (worldwide), and Quote Guardian quote review. Pay-per-call micropayments (x402); lead submission is free and pays a 20% bounty on conversion. Free tools to start: create/answer/complete assessment. Register for a key at https://api.energyaisolution.com/api/v1/merchant/register

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

Give your AI agent a sense of time. AgentCron lets agents schedule tasks for later — one-off reminders, delayed webhook callbacks, and recurring jobs (schedule_task / list_tasks / cancel_task). Delivers via email, Slack, Discord, or webhook. Read-only by design. Free tier available. Get a key: https://cron.mgm-llc.org/signup

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Location services, directions, and place details

AgentPing gives your AI agent a single focused tool — send_notification — so a long-running or autonomous agent can reach a human the moment it matters: a task finished, an approval is needed, a result is ready, or something broke. Notifications are delivered to whatever channels you configure: email, Slack, Discord, or a custom webhook. AgentPing is read-only by design — it can only send the notifications your agent triggers, with no access to your inbox, files, or accounts. Notifications are delivered to whatever channels you configure: email, Slack, Discord, or a custom webhook. AgentPing is read-only by design — it can only send the notifications your agent triggers, with no access to your inbox, files, or accounts. Hosted remote MCP server (Streamable HTTP) — nothing to run locally. Free tier: 100 notifications/month. Pro: $9/mo or $90/yr for 10,000/month.

Read and query the full Codex.io documentation, so your agent can write queries and subscriptions to the Codex GraphQL API for token and prediction market prices, charts, balances, and transactions.

A data firewall between AI and your inbox. Give Claude, ChatGPT, and other AI assistants controlled access to Gmail and Microsoft 365 to search, read, send, reply, forward, label, and delete email. Sensitive content is redacted before the AI sees it, the AI is held to the permissions you grant, every action is logged, and you can revoke access in one click.

Local-first MCP navigator for AI agents. 11,000+ SaaS services, 200 workflow recipes, 89-97% token savings. Works with Claude Code, Cursor, Cline, Zed, Windsurf.

MCP server to provide Figma layout information to AI coding agents like Cursor

CoreClaw MCP Server enables AI applications to interact with the CoreClaw platform through the Model Context Protocol (MCP). Once connected, your AI agent can search for scrapers in CoreClaw Store, run them with custom parameters, and retrieve structured data — all through natural language conversations.

A neutral, keyless source of the live present for AI agents and software — weather & forecasts, hazards (bushfire, earthquakes, severe weather), air quality, space weather, flights & shipping, cyber risk, rates & macro, and more. Every datapoint carries its source and licence and is Ed25519-signed (optionally Bitcoin-anchored), so a consumer can verify it's authentic and unaltered — verify us, don't trust us.

MCP server for interacting with Neon Management API and databases

summarize chat message

Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.

AI image generation using various models

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

Taiwan statutory payroll calculation — labor & health insurance, labor pension, 2nd-gen NHI supplementary premium, income-tax withholding, and labor-insurance old-age benefits. Sourced from official gazettes, verified against official sample data. TS (npm) + Python (PyPI) + MCP (remote & stdio).