Tribal

Web and local search using Brave's Search API

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.

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

A self-hosted, secure WhatsApp-alternative messenger. This MCP server lets AI assistants list chat rooms, read messages, and send messages via TalkToPlanB's developer API.

高德地图官方 MCP Server

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.

Postal mail API for AI agents. mailbox.bot lets agents send outbound physical mail, including letters, certified mail, postcards, and batch mailings, with cost previews, approval controls, tracking, proof artifacts, and signed webhooks. It also supports inbound mail context from forwarded scans, phone-captured postal mail, PDFs, photos, and documents, so agents can understand physical-mail context and generate replies. Get a new receiving mailbox number for your agent with a real street-address opening soon through the mailbox.bot waitlist.

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.

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.

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

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.

primitive.dev is email infrastructure for AI agents

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

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.

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.

The first MCP server for NetLogo, the most widely used agent-based modeling platform. Lets AI assistants create models with real interface widgets, run simulations and BehaviorSpace parameter sweeps, export world views as PNG, and safely run peer-reviewed models from the CoMSES Net library.

MCP server that connects AI assistants to Siemens TIA Portal via the Openness API. AI-assisted PLC programming, project management, hardware configuration, cross-reference analysis, and deployment. 16 tools, 166 actions.

bugAgent turns your AI assistant into a full QA engineer. Create and triage bug reports with AI root-cause analysis, manage test cases and runs, write and execute Playwright automations, run security and performance scans, and track team quality metrics — all from Claude, Cursor, or any MCP client. 109 tools covering the full QA lifecycle. Requires a free bugAgent account at app.bugagent.com.

test

Your personal listen-later podcast

Access 2,300+ e-commerce and retail APIs through a single MCP. Look up barcodes and UPC codes, search Walmart and eBay products, parse product pages, and more. Pay-per-call in USDC via x402 on Base — no API keys, no subscriptions.

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.

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.

Channel management and messaging capabilities

mcpweave는 AI 에이전트(Claude·ChatGPT 등)가 한국·아시아의 흩어진 API를 한 번에 쓰게 해주는 MCP 게이트웨이입니다. Cafe24·네이버 스마트스토어·쿠팡·11번가 등 커머스, 토스·포트원 결제, 카카오 알림톡·채널톡 메시징, KOSIS 통계·DART 재무·NTS 세무·HIRA 의료 등 공공·금융 데이터까지 50+ provider, 1,700+ tool을 제공합니다. 각 provider 자격증명은 AES-256-GCM으로 암호화 보관하며, 개인정보는 PIPA 기준으로 자동 마스킹(주민번호 무조건)하고 접근 로그를 감사용으로 남깁니다. 소상공인용 mcpweave-suite도 함께 제공합니다.

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.