⚙️工作流自动化 MCP 推荐

A Test MCP server that provides tools, promts and resources

Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.

URL intelligence for AI agents and developers. 16 tools, 25 signal weights, 20 free checks.

Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.

AI website audit: security, SEO, performance, UX and accessibility checks with actionable fixes.

FreeScout ticket management with AI-powered analysis, search filters, and structured outputs.

Look up permits, licenses, and fees for food service businesses in Austin, SF, and NYC.

MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.

Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector flows.

Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite

Fully local MCP server and CLI for web research

Local Chrome via CDP with profile-snapshot isolation and shared-broker multi-client support

MyTelescope demand intelligence: signals, forecasts, competitor share, and emerging trends.

MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.

MCP server for Nginx Proxy Manager with full API coverage (43 tools)

SQL Server MCP with RAG capabilities for Windows (native ODBC support)

SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)

Generate fake user profiles and companies for tests, seed data, and AI agent demos.

Explore the Claude Code CLI source — browse tools, commands, search code, and more.

GoHighLevel CRM for AI agents. 60+ tools for contacts, messaging, calendars, and payments.

Local-first MCP server for Claude/Codex project wiki and graph workflows

Agent tracing, cost tracking, anomaly detection for LLM agents

Universal AI API Orchestrator — 1,554 tools, 96 services. One install.

MCP server for understanding Javascript internals from ECMAScript specification.

Ad creative generation via MCP — copy and static images from a JSON brief. Keyless.

Live scores, standings, top scorers, brackets for football, basketball, cricket, tennis. Free API.

MCP server exposing Minuet's ERC-8004 agent relationship graph.

Design intelligence for AI-generated UI. Essence spec, registry, drift detection, and critique.

GeraSkills MCP — search and install robot capability packs on behalf of an operator.

Deep fundamental data & SEC filings from public companies — operating KPIs not even in Bloomberg.

Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.

Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.

Deterministic Google Docs API compiler. Your agent stops silently corrupting documents.

Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.

34-tool CRM server — contacts, pipeline, quotes, invoices, scheduling, email, and AI scoring.

Track how 350+ AI models mention your brand — manage projects, run scans, analyze results

95.10% LongMemEval (highest published). Encrypted persistent memory for Ai coding assistants.

Shared deal room where Loan Officers and Realtors track leads from conversation to closing.

54 AI agent tools: OSINT, intel feeds, DeFi, crypto, weather, DNS, proxies. x402 micropayments.

Semantic search over Nordic filings, press releases, macro data and electricity prices.

Nano Banana MCP server backed by Polza media and storage APIs.

Persistent, agent-owned memory with encrypted storage and shared knowledge commons.

Stimulsoft Reports & Dashboards docs MCP server. Semantic search for all platforms.

UK government data intelligence with proprietary scoring from 400+ sources

Develop, manage, and debug Railway projects, services, and deployments from within agents.