ZIM MCP Server

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.

clockify-mcp exposes the Clockify time-tracking API as Model Context Protocol tools so any MCP client (Claude Desktop, Cursor, etc.) can query and manage time-tracking data in natural language. Covers 18 domains: workspaces, users, groups, clients, projects, tasks, tags, time entries, reports (detailed/summary/weekly/attendance/expense + PDF/CSV/XLSX export), shared reports, time off, holidays, expenses, approvals, custom fields, scheduling, invoices, and webhooks. 48 read tools are always available; 64 write tools are opt-in via CLOCKIFY_ACCESS_MODE (read | time-tracking | full). Auth is a single Clockify API key (X-Api-Key). Optional OpenTelemetry OTLP export for traces/metrics/logs.

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

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

Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per answer, and a judge-gated loop that promotes validated knowledge. Zero-key local embeddings (bge-m3), hybrid vector + BM25 retrieval, scoped fail-closed bearer auth, and multi-tenant row-level security — self-hosted on Postgres alone. Apache-2.0. Reference implementation of the Agentic Product Standard.

Repository management, file operations, and GitHub API integration

Browser automation and web scraping

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.

让最强 AI 成为你的专属跑步教练。RunYay MCP 支持 AI 分析跑步数据、制定个性化训练计划，并一键同步到 Garmin、COROS 和 Apple Watch等，让科学训练真正落地。 Turn the world's most powerful AI into your personal running coach. RunYay MCP enables AI assistants to analyze running data, generate personalized training plans, and sync workouts directly to Garmin, COROS, and Apple Watch. The first MCP built specifically for runners and AI-powered training.

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.

A Serper MCP Server

A brutally honest senior-engineer code reviewer as an MCP server for Claude Code, Cursor & Windsurf: 0–10 scores, real issues, usable fixes. 8 tools, free tier, no account needed.

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

Secure file operations with configurable access controls

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

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.

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

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。

高德地图官方 MCP Server

Web content fetching and conversion for efficient LLM usage

420+ deterministic fintech tools - agentic payments (AP2, x402, Visa TAP, A2A), AML/KYC, BaaS comparison, MCP dev tooling - with 15 flagship tools as interactive MCP Apps widgets. Remote streamable HTTP, read-only, no auth, zero PII.

GitLab API, enabling project management

Cross-OEM telemetry normalization for Fanuc, Siemens, Haas, DMG Mori, Mazak. Plain-English automation across mixed manufacturing fleets. 14 MCP tools.

Plexa is the agentic discovery layer for local businesses in Mexico and Latin America. AI agents can search, query, and connect with 250+ real businesses across dental, tourism, hospitality, and restaurant verticals — with structured data, trust scores, actionable capabilities, and WhatsApp deep links. 6 MCP tools: search_businesses, get_business, get_business_hours, get_business_services, contact_business, list_verticals. MCP Server URL: https://api.joinplexa.com/mcp/sse Website: https://joinplexa.com Docs: https://joinplexa.com/docs API: https://api.joinplexa.com Category: Business / Local Services / Data / Directory Author: Incremática License: Proprietary (API is free tier available)