MCP servers

Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.

Give AI assistants access to real-time search data through SearchApi.

Debug production issues using Shipbook logs and Loglytics error insights.

Social media analytics, post insights, and competitor benchmarking for AI agents.

Deploy AI user personas to validate user journeys at scale. Find UX friction before real users do.

Real-time Ethereum blockchain data (gas prices, account balances etc) on Mainnet and Sepolia

Store, retrieve, and pin encrypted files on IPFS via MCP tools for AI agents and workflows

Precision aviation flight planning (VFR, METAR/TAF weather, WGS84 routing) and road trip logistics

AgentGuard — 20-tool AI safety MCP: policy preflight, risk scoring, audit logging, rate limits.

Trading journal with pattern detection: log trades by voice, query your own history.

Flaky test detection, root cause analysis, and fix suggestions for development teams.

Agentic video editing on real footage: cut, caption, reframe, score, and export at full quality.

LinkedIn data for AI agents: search, profiles, companies, posts. Free key, self-minted, no signup.

Privacy-preserving synthetic health data generation. FHIR R4/R5 compliant.

Daily Ed25519-signed security intelligence for AI-agent stacks; CVEs & advisories, paid via x402.

AI 測試大師 — MCP server driving pytest / Jest / Cypress / Go / Maestro. Analyze, generate, run, advise. Web + Mobile (iOS/Android/BlueStacks).

An MCP server that integrates Wireshark/tshark with AI tools and IDEs. Capture live traffic, parse .pcap files, apply display filters, follow streams, and export JSON - all via Claude Desktop, VS Code, or CLI. Cross‑platform, typed, tested, and pip‑installable.

A minimal Model Context Protocol 🖥️ server/client🧑‍💻with OpenAI and 🌐 web browser control via Playwright.

Check packages for CVEs, slopsquatting, and CISA KEV before your AI agent installs them.

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

31 deterministic tools: JSON→Zod, regex, JWT, curl→fetch, hashing, encoding, UUIDs, encrypted links

Manage your Snapto link-in-bio page: links, social icons, and visit and click analytics.

Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.

Search 214K+ certified makeup pros worldwide: artists, salons, schools, shops, brands.

The risk officer for AI-assisted trading: enforced exit rules, cooling-off, and public receipts.