Database MCP

Generate answers & visualizations from your engineering data to track software development health.

MCP server for interacting with Neon Management API and databases

基于七牛云产品构建的 Model Context Protocol (MCP) Server，支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储资源、利用 Dora 服务进行图片操作等。 如果有什么需求欢迎在下方评论，您也可以在 github 仓库中提 issue。

FTIR spectral search and material identification. Upload instrument files (28+ formats) or peak lists, get ranked candidates with literature-backed DOI citations from 135,000+ reference spectra.

Analyzes job descriptions for ATS compatibility, red flags, salary benchmarks, and keyword optimization. Returns structured JSON scores per call.

LemmeBuyIt is a remote MCP server that gives AI agents access to real-time product search and pricing across 86 major US retailers — Walmart, Target, Home Depot, Best Buy, Macy's, Nordstrom, Zappos, Sephora, Tractor Supply, and 77 more. Approximately 262M products are indexed and refreshed continuously. Connect once with one-click OAuth (no API keys to copy) and the agent can: - Search any retailer's catalog by keyword, GTIN/UPC barcode, brand, or category - Look up a specific product by SKU and pull current price, stock status, reviews - Compare prices across retailers for the same item - Pull weekly price history (up to 2 years) for trend or deal analysis - Pull Amazon ASIN price + Buy Box history alongside the cross-retailer data The server exposes 7 read-only tools. No write access, no destructive operations. Free tier: search + product lookups. Paid tier: price-history tools.

MCP Advisor & Installation - Use the right MCP server for your needs

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

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.

A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

Cruncher MCP: The Scientific Calculator MCP Server A powerful scientific calculator for your AI assistant, built as a Model Context Protocol (MCP) server. Cruncher allows compatible AI clients (like Claude Desktop) to perform complex mathematical calculations, handle memory, perform statistical analysis, and access scientific constants with a simple, secure, and standardized interface.

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.

Verified retail intelligence (deals, store policies & a VUS data-confidence score) for thousands of online retailers. Read-only, no auth.

Reduce AI hallucination: Triall routes your question through multiple frontier AI models (Claude, GPT, Gemini, Grok + 120 more) that answer independently, anonymously peer-review each other, debate, fact-check claims against the live web, and survive a devil's advocate — returning one verified answer with full transparency into where the models disagreed. Free tier, no signup.

MCP server connecting AI agents to Google, YouTube, Amazon, Walmart, TikTok, and Reddit. 21 tools for web search, product lookup, video discovery, and social media data.

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

MCP-native AI SRE. Aient exposes your production OpenTelemetry problems, traces, and logs over the Model Context Protocol, plus an AI remediation loop that opens a reviewed GitHub fix PR and verifies in production (reopening on regression). Tools: list_problems, get_problem, query_traces, detect_anomalies, request_problem_remediation. Remote streamable-HTTP at https://aient.ai/mcp; auth via OAuth (scopes aient.mcp.read / aient.mcp.write). Human-in-the-loop by default. Request access at aient.ai.

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

Web content fetching and conversion for efficient LLM usage

AI image generation using various models

基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题； Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"

OrchestKit Docs MCP — read-only MCP server for the OrchestKit Claude Code plugin docs: full-text search + Markdown page fetch. Streamable-HTTP, no auth, no API key.

Let agents create and copy spreadsheets, read whole tabs or specific ranges, write and append values, and manage tabs in Google Sheets. PortEden's data firewall protects sensitive values, holds the AI to the permissions you grant, audits every write, and supports one-click revoke.

Read-only MCP server providing access to Belarusian securities data: tokens, shares, bonds, companies, ticker search, and company name or UNP search.

高德地图官方 MCP Server