MCP servers for web fetching, search engines, crawling and content extraction. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
MCP server that gives merchandising agents eyes on any storefront — scrape, audit, compare, roundtable analysis, and eval tracking via 11 tools.
MCP server for Obsidian CLI — semantic tools for vault management
MCP server for automating the 3D printing pipeline: search/download models (Thingiverse), slice to G-code (Cura), and manage printing (OctoPrint).
Post, delete & read on X (Twitter) from Python & MCP using your own web session — no paid API.
MCP server for Google Search Console, Bing Webmaster Tools, and Google Analytics 4
Local-first web intelligence MCP server for AI coding agents
Local-first repo-memory MCP for coding agents. Best for relationship-heavy edits: symbols, callers, dependencies, diff review, and git-pinned decisions before code changes. Start with a no-write proof receipt; use grep/ripgrep for exact strings. MIT; bund
Open-source personal LINE MCP server for AI agents. Read, reply, send images, and search LINE conversations locally with Letter-Sealing E2EE.
Lightweight MCP server for searching AI skills from SkillsMP before starting any task
Open Source MCP Servers for Scientific Research
An MCP server that scrapes X (formerly Twitter) using a stealth Patchright browser, exposed over FastMCP.
SocratiCode — MCP server for local codebase indexing, semantic search, and code dependency graphs. All private, all local via Docker.
Connect your AI assistant to email — read, search, send, and organise via IMAP/SMTP
MCP server for Yandex Webmaster API - site analytics, indexing status, search queries, and SEO diagnostics
MCP server for Apple Photos - query, search, export, and inspect the macOS Photos library via Claude and other AI assistants, plus opt-in album/metadata write tools (read-only by default)
MCP server for Astro ASO (App Store Optimization) data - Access keyword rankings, historical data, and app metrics
A comprehensive MCP server providing 43 tools for filesystem operations, process management, interactive sessions, async file search, JSON repair, encoding fix, duplicate detection, OCR, ZIP archives, and Markdown export
MCP Icon server for searching and fetching icons from iconfont.cn
A bridge that connects Perplexity's web interface to the MCP (Model Context Protocol) ecosystem
Model Context Protocol server for LeadMagic API - Complete B2B data enrichment with 19 tools for email finding, profile enrichment, company intelligence, job data, and advertisement tracking
MCP server that turns rendered (post-JS) HTML into clean Markdown + metadata via Readability, Turndown, and DOMPurify.
Dokobot MCP server for AI agents - parallel web search with real browser
CLI for MCPHosting.com — file tasks, link Claude Code/Cursor to your AI command center
MCP server for searching Notion local cache (SQLite) - Fast, offline, no API limits