Ftir Spectral Search

Location services, directions, and place details

Most SEO and analytics MCP servers hand the raw rows back to the model: thousands of query/page records streamed into the context window for the LLM to crunch. Language models are not built for arithmetic over large tables. They are slow at it, they burn tokens doing it, and they make mistakes (dropped rows, miscounted sums, hallucinated totals) that are hard to catch. GSC Wizard does the opposite. Every analysis (CTR curves, decay detection, cannibalization, opportunity scoring, path breakdowns, ranking changes, full SEO reports) is computed in server-side Python and SQL, against the data warehouse, before anything reaches the model. The tool returns the finished result, not the raw input.

The social media publishing API that fails loudly instead of silently. Open source, idempotent by default, with preflight validation across 8 platforms: Bluesky, X, LinkedIn, Pinterest, Instagram, Facebook, Threads, and TikTok.

Access 300+ travel APIs through a single MCP. Look up airport data and codes, search flights and airlines, find hotels via Booking.com, check currency exchange rates, and more. Pay-per-call in USDC via x402 on Base — no API keys, no subscriptions.

A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.

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。

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.

Provably correct day-count and accrued-interest calculations. A small, dependency-light TypeScript library and an MCP server, so an AI agent can get the exact number instead of guessing.

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

One API for Search, Crawling, and Sitemaps

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.

test

Extensive MCP tools so Claude Code, Cursor, and other MCP clients can create, edit, close, recap, and link your dev tasks while you code. Per-task open questions, attached resources, Jira linking, productivity recap.

Private web search for AI assistants — connect any SearXNG instance to Claude, Cursor, and more.

Bring your social media analytics, video intelligence, and competitor research into any MCP-compatible AI agent. SocialGPT is a hosted, remote MCP server - nothing to install, no API keys. Point your client at https://mcp.gpt.social/mcp, authenticate once with your SocialGPT account over OAuth 2.1 (PKCE), and your agent can: 1. Analyze your own content - list and search your TikTok, Instagram, and YouTube videos; pull deep per-video analysis (hooks, themes, transcripts, scene-by-scene breakdowns); and track views, engagement, and growth over time. 2. Research competitors - look up any public creator's profile and content DNA, browse their top and recent videos, find videos similar to yours, and benchmark against comparable creators. 3. Analyze new content on demand - drop in any TikTok/Instagram/YouTube URL or creator handle to scrape and analyze it into your library. 4. Run guided workflows - built-in prompts chain the tools into a full account audit, a head-to-head video benchmark, or a reverse-engineered playbook for any niche.

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

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

Business strategy frameworks for Claude — as MCP tools. BANT + MEDDIC lead qualification, ICP scoring, weighted pipeline forecasting, Kotler 9-element marketing audit, full IMC campaign planning. No API keys required for most tools. Open source. MIT.

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

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.

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.

Real-time ranked tech intelligence feed from Hacker News, arXiv, Dev.to, Ars Technica, Product Hunt, and more. Query the live feed by category (AI, tech, code, science, space, robotics, security), search stories by keyword, and list available sources — directly in Claude, Cursor, or any MCP-compatible agent.

Schedule Once. Post Everywhere. Across 8 platforms. TikTok, Instagram, Facebook, YouTube, X, LinkedIn, Pinterest, and Threads. Three ways to publish: from Claude, Cursor, or any MCP client; via REST API or from a clean dashboard. Simple scheduling for creators. Full automation for developers. One workspace covers both. Includes AI caption generation, OAuth account connections, a 5GB media library, deep per platform controls (TikTok privacy levels, YouTube categories, X reply rules, Pinterest boards, branded content disclosures), workspaces with team roles and post approvals, full audit log, and CSV analytics exports. Free forever plan. No credit card, no trial. Paid tiers from $9/mo unlock X posting and higher daily limits.

XGR.Network MCP is a connector for XGRChain and the XDaLa on-chain process engine, enabling AI agents to access chain data, inspect process activity, and prepare secure workflow actions for user-controlled wallet signing.

Create and manage scheduled, guarded AI agent jobs with built-in quality control and 900+ connectors. Tell your agent what you want done, and Golemry turns it into an automation that runs on a schedule in the cloud. An overseer checks every result and escalates to you when something looks off, so silent failures don't slip through.

Access 1,900+ blockchain and DeFi APIs through a single MCP. Estimate gas fees, analyze wallets, score on-chain volume, label addresses, and more. Pay-per-call in USDC via x402 on Base — no API keys, no subscriptions.