MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

52 MCP tools for AI social media: create, distribute, analyze, and optimize content.

Ssemble AI Clipping
Create AI-powered short-form video clips from YouTube videos. Supports webhook callbacks.

com.svgator/mcp
Browse, create, edit, and export SVGator animated SVG projects via your SVGator account.

Whimsical
Create and edit flowcharts, mind maps, wireframes, and docs in Whimsical, or search your workspace.

dev.ctxfile/ctxfile
Local-first MCP server that snapshots your project's working state into one context object.

Goodeye
Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.

SlideForge
Deterministic, fully editable PowerPoint from typed slide intents. 200+ layouts, brand templates.

mcp.film directory
Search the curated directory of MCP servers for AI filmmaking and plan a full production stack.

Hologram Model Hub
Find open models and get download links with the SHA-256 each file must have.

Clueso
Make videos and docs with your AI agent — describe what you need, every output stays editable.
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.

DomainKits
Search newly registered, expired, aged, active, deleted and for-sale domains, plus WHOIS and DNS.

Flashless macOS & Windows native computer-use engine for AI vision, mouse & keyboard automation

Google News & Trends MCP
Query Google News RSS feeds and search interest over time via Google Trends.

io.github.Aboudjem/sniff
QA + a11y scanner: walks your running app's real user flows and reports what's broken.

io.github.Aboudjem/ui-ux-suite
UI/UX design-audit MCP server: scores a project on 12 dimensions vs WCAG 2.2 + APCA.

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

MCP server for Java call graph generation, static analysis, method chains & config management
Music, image, video and audio generation across top AI providers - one key, one credit pool.

Google Play Console MCP
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.

Windows Management
Local Windows management, diagnostics, security, cleanup, and optimization MCP server.
Indian stock market: NSE/BSE quotes, fundamentals, mutual fund NAV, F&O chains, IPOs. No API keys.

io.github.Algiras/debugium
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentration, hedging. 50-state.

Palace
Local-first memory for coding agents — MCP server, single SQLite file, local embeddings
Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.

Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.

io.github.ArkTechNWA/zsh-tool
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.

Citation Intelligence
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.





