Linear Issues MCP Server

Structural graph memory for AI coding assistants. repo-graph maps your codebase entities, relationships, and feature flows so the model navigates to the right files instead of reading everything first. Tree-sitter, 20+ languages, frontend to backend and more, any MCP client.

`topease-customs-data` 是一个 MCP（Model Context Protocol）服务器，对接 [tradee.topease.net](https://tradee.topease.net/) 海关智能体贸易数据平台，支持按**进出口企业名称**、**产品关键字**、**HS编码**、**贸易时间**、**进出口类型**及**国家/市场/地区**进行多维度联合查询，帮助大模型快速获取真实的全球贸易情报数据。

Geo-based flight search MCP server. Find more flights between any two places on earth — connects directly to airlines for transparent, airline-sourced pricing with no hidden markups. Three tools: search_locations, get_city, search_flights. Supports one-way, return, and multi-city itineraries.

Access 2,300+ e-commerce and retail APIs through a single MCP. Look up barcodes and UPC codes, search Walmart and eBay products, parse product pages, and more. Pay-per-call in USDC via x402 on Base — no API keys, no subscriptions.

Access 8,000+ web research and data extraction APIs through a single MCP. Search the web, scrape content, query Reddit, pull Google results, extract structured data, and more. Pay-per-call in USDC via x402 on Base — no API keys, no subscriptions.

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

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

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

Read-only database access with schema inspection

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

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

A safe-by-default PostgreSQL Model Context Protocol server for AI agents.

A Model Context Protocol server that gives AI Clients real-time cybersecurity reconnaissance capabilities — WHOIS, DNS enumeration, port scanning, SSL inspection, CVE lookup, IP reputation, ASN lookup and more.

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.

MCP server for interacting with Neon Management API and databases

A data firewall between AI and your Google Docs. Give Claude, ChatGPT, and other AI assistants controlled access to search, read, create, copy, rename, and precisely edit documents (insert, append, replace). Sensitive data is redacted before the AI sees it, the AI is held to the permissions you grant, every edit is logged, and you can revoke access in one click.

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

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

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.

Web content fetching and conversion for efficient LLM usage

MCP server with 44 tools across FIFA World Cup 2026 football, Formula 1, and IPL cricket - Monte-Carlo bracket sims, F1 pit-strategy, and a Dream11 IPL solver.

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

Tribal captures the engineering knowledge that does not get written down in code or tickets. The reasoning behind a load-bearing decision, the heuristic someone keeps reaching for, the breakthrough that closed a gnarly bug. It runs as an MCP server, ingests text on demand, and exposes a graph of items connected by what they support, contradict, or refine. Your agent harness talks to it the same way it talks to any other MCP-compatible tool.

Private agent-to-agent people matching. Contact only on a real match.