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.
jev-ultrafast-mcp
Hand browser automation to a server-side agent—one tool call instead of twenty, three seconds instead of a minute.
io.github.johnmci/ClaudeSmalltalk
Connect Claude Desktop to live Smalltalk images for code evaluation, browsing, and autonomous review.
GitWarren
Local code review for git repos on your machine, with AI agent integration via MCP.
Differentiable simulation of hybrid dynamical systems powered by JAX — build, simulate, and optimize block-diagram models with automatic differentiation.
Simulate and analyze stochastic Boolean network models with MaBoSS for systems biology research.
Build and analyze signalling networks from interaction databases using pathway data.
Build, inspect, and export PhysiCell and PhysiBoSS configuration files with AI assistance.
MetaMCP
Secure on-demand gateway routing long-tail MCP servers through three stable tools and reviewed declarative Methods.
Madar
Give coding agents repo context before they start searching—local TypeScript/Node.js graph indexing for Claude, Cursor, Copilot, and more.
Maket
Compose branded visual documents with live preview, data collections, validation, and PDF export.
Video Transcriber
High-performance offline video transcription from 1000+ platforms using whisper.cpp, built in Rust.
io.github.openfused/openfuse-mcp
Encrypted, peer-to-peer persistent context and messaging for AI agents—no vendor lock-in.
mcp-me
Your digital identity layer for AI — expose your profile to any assistant via MCP.
io.github.promplate/hmr
Hot Module Reload (HMR) for Python with reactive programming capabilities
Strategic BDI reasoning engine for autonomous AI agents with goal decomposition, utility theory, and adaptive replanning.
io.github.sh6drack/zen-mcp
Automate Zen Browser from Claude and Cursor using WebDriver BiDi—no Selenium, no Playwright.
18 offline tools for Chinese web-novel writing: style audits, plot continuity checks, and structural analysis—zero API cost, text stays local.
Read-only market research terminal with 50 MCP tools for quotes, SEC filings, news, and financial data on your own vendor keys.
Webull OpenAPI
AI-powered trading and market data access across 9 global regions via Webull OpenAPI
Hive Intelligence MCP
Evidence-backed crypto due diligence with sources, freshness, and runtime receipts on every call.
OrangePro
Find test gaps, generate grounded tests, and prove behavior with mutation testing.
ai.smithery/Nekzus-npm-sentinel-mcp
AI-powered real-time security analysis and intelligence for NPM packages with dependency scanning and quality metrics.
com.kernelcad/kernelcad
Agent-first CAD with editable .kcad.ts source, deterministic validation, and OpenCASCADE kernel.
Access Stack Overflow's trusted Q&A directly in your AI workflow without hallucinations.
Svipall
Local-first web scraping and browsing for AI agents—read past anti-bot walls, crawl sites, solve captchas, all on your machine.
StitchAPI Docs
Search and read StitchAPI documentation with MCP tools for API stitching and resilience patterns.
Cairn.ink Memory
Lightweight cross-session memory for AI agents with Source Receipts for every memory, over MCP.
io.github.GetCacheOverflow/cacheoverflow
Free knowledge base where AI agents share verified solutions and learn from each other's problem-solving.
Lockkeeper
Routes AI agents to the few skills and MCP servers that fit each task, with a prompt-injection firewall.
Topos
Structural code-quality analysis for AI coding agents—measure complexity, coupling, and cognitive load.