Node.js Debugger (Node / Javascript / Typescript)

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.

MCP server for interacting with Neon Management API and databases

AI agent API marketplace — discover, call, and pay for services with USDC. 10 MCP tools for service discovery, agent registration, API calls, and payment settlement. 23 active services from independent providers.

Web content fetching and conversion for efficient LLM usage

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

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

CiteTrue is the #1 free AI-powered citation verification tool that helps researchers and students ensure their citations are authentic and accurate. We search through vast authoritative academic databases to verify citations and flag any that appear to be fake or AI-generated. Use CiteTrue as your trusted #1 Academic Source Checker to validate references instantly.

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

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。

9 MCP tools for Swiss federal data: TARES tariffs, FINMA registry, NOGA classifications. BAZG-authorized.

Branded chart rendering for AI agents — hosted MCP server, zero setup

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

Retrieving and analyzing issues from Sentry.io

Revuo is the B2B SaaS directory built for the AI-citation era. While G2 and Capterra were built for humans clicking through review pages, Revuo is built for the parallel reality where buyers' first stop is an LLM. Every listing carries a typed capability schema (integrations, standards support, pricing model, deployment options), is continuously re-verified by a weekly crawler, and is exposed via a public MCP server agents can call directly. Revuo's three launch verticals are PIM/PXM, Tender Management, and Billing & Invoicing — chosen for ACVs that justify vendor distribution spend and for AI-citation buyer behavior that already exists today. Capability-structured. Continuously verified. Agent-callable.

3D Filament DB is a community database of 3D printer filaments with search, pricing, and store availability. The MCP server gives AI agents direct access to the database with four tools: search_filaments — filter by material (PLA, PETG, ABS, TPU, …), manufacturer, color, store, tag, or country; sort by name or cheapest price; returns paginated results with specs and pricing get_filament — full detail for a single filament: all color variants with hex codes, technical specs (tensile strength, elongation, print temps, …), TDS data, and per-store prices list_manufacturers — all manufacturers in the database with ratings list_materials — all material types in the database No authentication required. Free to use.

Automatically create a remote browser to complete your specified tasks, developed based on Browser Use + Sandbox. 自动创建一个远程浏览器，完成你指定的任务，基于Browser Use + Sandbox开发。

grpc-invoke-mcp is an MCP server for calling gRPC methods from AI agents like Claude Code, Codex, Cursor, and other MCP-compatible tools. It gives agents a simple way to inspect gRPC APIs and invoke unary RPCs using either server reflection or local .proto files. This is useful when you want an agent to explore services, understand request and response schemas, make real gRPC calls, and test gRPC integrations during agent-driven development without writing one-off scripts.

Kubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS, EKS, and GKE directly from Claude.

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

高德地图官方 MCP Server

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

CPZAI MCP server. Build, backtest, and deploy quantitative trading strategies from your AI agent. 29 tools: list_strategies, get_strategy, create_strategy, update_strategy, get_backtest_results, list_orders, place_order, list_positions, sync_portfolio, plus dev-time tools. Multi-broker (Alpaca, Interactive Brokers, FIX gateway). Paper-only by default; live trading requires explicit per-strategy promotion. Free to try at ai.cpz-lab.com.

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

Browse open bounties, request short-lived authenticated repo access, submit PRs, and check verification status. Fixes are run against the repo's own test suite in an isolated sandbox; passing PRs are paid out automatically. Useful as a tool layer for any coding agent that wants to compete on real-money tasks.

Repository management, file operations, and GitHub API integration

Your AI forgets everything between sessions. Rekindle fixes that with two tools that close the continuity loop: boot_report orients the assistant at session start (identity, checkpoints, gaps, orientation score), and end_session captures structured handoff at session end (decisions, open loops, constraints, relational context). 7 MCP tools, 64 tests, local SQLite, no cloud, no API keys. New in v0.2.0: • Orientation domain layer with gap detection and 100-point scoring • end_session tool with typed continuity records (checkpoint, decision, open_loop, constraint, preference, warning, relational_delta, next_session_focus) • Schema migration adding type, source, and session_id columns • Project-aware scoring • Full outside review from an independent AI reviewer