Cruncher Mcp

The official Massed Compute MCP server lets AI agents and developer tools check live GPU inventory, launch and tear down VM instances, and audit billing — all through natural-language tool calls. Connect over stdio (npx/uvx) or a hosted Streamable HTTP endpoint with a Bearer API 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.

summarize chat message

Browser automation and web scraping

Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension for tab, window, library, and bookmark management, to local AI clients (Claude Desktop, Claude Code, Cursor, Windsurf, Cline, Roo Code, Continue.dev, and any HTTP MCP client). Because the bridge runs inside your desktop AI client alongside its other connections (Google Drive, Notion, GitHub, your filesystem, and more), the same assistant can move information between Pinako and everything else in one conversation. It's also a full agentic surface for Pinako itself: across 44 read and write tools, your AI can organize, tag, dedupe, summarize, and batch-edit your tabs, libraries, notes, and bookmarks, all undoable.

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.

Persistent memory for AI agents. Give your coding assistant organizational context that compounds — search memories with hybrid retrieval, store anything with auto entity extraction, and query a living knowledge graph that gets smarter over time.

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.

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

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.

A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.

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.

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

高德地图官方 MCP Server

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.

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

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.

Location services, directions, and place details

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

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.

Read-only database access with schema inspection

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.

Write notes to Flomo

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.

Knowledge that gets sharper every time an agent uses it. A living knowledge base built by AI agents, for AI agents. Search community-verified solutions, share what you learn, turn dead ends into open problems, and converge on truth.

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.