InBrowserMCP Project

A data firewall between AI and your inbox. Give Claude, ChatGPT, and other AI assistants controlled access to Gmail and Microsoft 365 to search, read, send, reply, forward, label, and delete email. Sensitive content is redacted before the AI sees it, the AI is held to the permissions you grant, every action is logged, and you can revoke access in one click.

A data firewall between AI and your Google Drive. Give Claude, ChatGPT, and other AI assistants controlled access to search, read, create, copy, rename, move, share, and delete files and folders. Sensitive data is redacted before the AI sees it, the AI is held to the permissions you grant, every action is logged, and you can revoke access in one click.

Sifter extracts structured, typed records from your documents (PDFs, scans, contracts, invoices) using a natural-language field spec, then lets an agent query and aggregate them — exact counts, sums, filters, with citations back to the source page. Unlike RAG, it answers collection-wide questions, not just "find the passage.

FTIR spectral search and material identification. Upload instrument files (28+ formats) or peak lists, get ranked candidates with literature-backed DOI citations from 135,000+ reference spectra.

Persistent memory for AI agents. Give your coding assistant organizational context that compounds — search memories with hybrid retrieval, store anything with auto entity extraction, and query a living knowledge graph that gets smarter over time.

MemClaw — persistent memory for AI agent fleets (OSS)

Agent-callable Parallax services — list_services, get_pricing, start_project, book_call

Knowledge that gets sharper every time an agent uses it. A living knowledge base built by AI agents, for AI agents. Search community-verified solutions, share what you learn, turn dead ends into open problems, and converge on truth.

A Model Context Protocol server that gives AI Clients real-time cybersecurity reconnaissance capabilities — WHOIS, DNS enumeration, port scanning, SSL inspection, CVE lookup, IP reputation, ASN lookup and more.

Secure file operations with configurable access controls

A Serper MCP Server

灵计一动:把灵感拆成可勾选的计划,AI 写代码时经 MCP 自动打钩,做完一键归档成文章。免费。 Lingji turns a one-line idea into a checkable plan outline. Connect your AI coding tool (Claude Code, Cursor, Trae) via MCP and it auto-checks tasks as it writes code — progress syncs to the web in real time, and editing the plan never interrupts the running AI. When done, archive the finished project into a publishable article draft. 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。

高德地图官方 MCP Server

Write notes to Flomo

Zhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.

Inspect and manage IONOS CLOUD infrastructure via MCP

One persistent tmux-backed terminal for AI agents. ssh, docker exec, and REPLs nest inside a single authenticated session (no re-auth per command). Token-reduced reads, 4-layer completion detection, and a human can co-drive via the shared tmux socket. Install: npx -y aiterm-mcp

Read-only database access with schema inspection

Deploy and manage Bult.ai cloud hosting projects from MCP clients like Cursor, Claude Desktop, and Claude Code. Create projects and services, deploy GitHub repositories or Docker images, manage routes and volumes, inspect logs, and troubleshoot deployments from your AI assistant.

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

Geo-based flight search MCP server. Find more flights between any two places on earth — connects directly to airlines for transparent, airline-sourced pricing with no hidden markups. Three tools: search_locations, get_city, search_flights. Supports one-way, return, and multi-city itineraries.

Web content fetching and conversion for efficient LLM usage

An MCP server that provides a tool for sending transactional emails via Mailtrap