Ultimath

Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to minimize prompt-cache costs in long sessions stash/recall/remember tools keep large content out of context until needed, and a token-budgeted repository summary avoids unbounded prompt bloat. Works with any MCP client (Claude, Codex, Cursor, opencode, etc..). Go, CGO, tree-sitter-backed.

Web and local search using Brave's Search API

Write notes to Flomo

Manage and debug your webhooks from your AI assistant

One shared, durable memory for all your AI coding agents — local-first, MCP, zero-dependency. Decisions, lessons, and project status persist across sessions, tools, and projects.

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

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

Open-source MCP server with ~1,100 deterministic tools — web search, headless Chromium, PDFs, OCR, images, ~1,040 CPU utilities. Free to self-host or pay per call via x402 (USDC on Base).

Connect your own personal data to any MCP client. One OAuth connector exposes tools for a self-hosted Obsidian vault, Open Banking transactions, a clean-text web crawler, Garmin biometrics, and metric-correlation graphs, with per-user isolation and per-capability access.

Location services, directions, and place details

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

Brieform is an AI-native form builder built conversation-first. Other form builders bolt an MCP server onto a dashboard designed for clicking. Brieform works the other way: connect once in your chat client's MCP settings, describe a form, get a live URL back, and read responses in the same thread. It ships 12 MCP tools covering the full form lifecycle: create, publish, update, theme, read responses, analytics. Compatible with Claude, ChatGPT, Cursor, Le Chat, Perplexity, VS Code + GitHub Copilot, and any MCP client. Free to start, no credit card required.

Retrieving and analyzing issues from Sentry.io

Stop hallucinating numbers. An MCP server that runs every math expression through four independent numeric engines in parallel and returns all four results side by side — so when they disagree, you know the answer is numerically unreliable.

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

Real-time infrastructure and city data for German cities via one keyless remote MCP endpoint: air quality, weather, public-transport departures with live delays, roadworks/traffic, points of interest and more (38 tools). Sources include DWD, UBA, OpenAQ, Autobahn, GTFS/HVV/VGN, OpenStreetMap and Wikidata.

Public read-only MCP server backed by GetValetParking.com directory of 789 US valet parking operators across 31,186 cities. Discover valet operators by, filter by 9 service types, and fetch full operator profiles. No auth required.

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.

Command firewall for AI agents. Validates every shell command before execution — binary check locally, syntax and targets via API. Sub-100ms. $0.0068 AUD per check, 80 free on sign-up.

高德地图官方 MCP Server

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

Ambix is your product team's shared strategic memory, served as a remote MCP server. It connects Claude (and any MCP client) to your Ambix workspace — strategy, initiatives, objectives, opportunities, journey stages, insights and decisions — as structured data your AI tools can reason over, so nothing is lost between sessions or when someone leaves. Work happens in your AI tools; the context lives in Ambix. Hosted at https://mcp.ambix.ai (Streamable HTTP, served at the root, OAuth via Auth0). Listed on the official MCP Registry as ai.ambix/ambix. Learn more at https://ambix.ai.

Self-hosted, open-source MCP gateway: turn any API, database or MCP server into custom connectors for Claude, ChatGPT, Gemini, Copilot & Cursor — no code. Converts REST, SOAP, WSDL, GraphQL & SQL to MCP, with OAuth2, RBAC & audit log. 175+ pre-built adapters (Deutsche Bahn, weclapp, Etsy, DHL, Shopware).

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

One API for Search, Crawling, and Sitemaps

MU is an AI-autonomous goods brand. Any agent can open a store, generate a design from a prompt (or upload artwork), and create real, shippable products across 40+ kinds — tees, hoodies, mugs, posters, gi, plus zero-shipping digital goods. Start with mu_register + mu_verify (no key needed). 23 tools over Streamable HTTP at https://mcp.wearmu.com/mcp. Connect: claude mcp add --transport http mu https://mcp.wearmu.com/mcp