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.
Submit architecture docs, get a consulting-grade traceability audit at a shareable URL
Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams
UK Break Clause Analyzer
Assess UK lease tenant break clauses with grounded citations and a measured hallucination rate.
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
Oura Ring
Sleep, readiness, HRV, resting heart rate, activity and stress from your Oura Ring
Gisti — AI Checklists
Read, AI-create, and edit your Gisti checklists in plain language from any MCP client.
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.
Connect AI assistants to Stellary projects, boards, documents, and governed agent workflows.
TrainTools
Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.
web3agent
Web3 MCP proxy for AI agents: DeFi swaps, bridges, market data, wallets, and gated writes.
Vector (Apex Fusion)
24 keyless tools for AI agents on Vector, the Apex Fusion eUTXO L2: wallets, contracts, registry.
The Bot Wire
301 real-time data wires. Paid per call via x402, no API key, no free tier.
io.github.Archivarix-com/tube-search-mcp
Search archived YouTube videos including deleted, private, or region-blocked content.
io.github.Arenafriends/valerie-mcp
French real estate AI: DVF transactions, internet coverage, market insights. Free + €5/month.
MCP server for Argo RPG Platform — connects AI assistants to campaign data via OAuth2
Strava Training MCP
Connect Strava training data to Claude for training load analysis and activity insights
Browsegrab
Token-efficient browser agent for local LLMs. Playwright + accessibility tree + MarkGrab.
Diffgrab
Web page change tracking with structured diffs. markgrab + snapgrab integration.
Embgrep
Local semantic search — embedding-powered grep for files, zero external services.
FeedKit
RSS/Atom feed collection with 417 curated feeds. Python MCP server.
MarkGrab
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube, PDF, DOCX.
Snapgrab
URL to screenshot with metadata. Python MCP server. Claude Vision optimized.
io.github.Armada735/fake-star-audit
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikTok Shop).
Vivado MCP Native
Native MCP server for controlling AMD/Xilinx Vivado on Windows and Linux via persistent Tcl.
Let your AI manage your real grocery list — unofficial Listonic MCP server
minipainter
Local-first miniature-paint inventory and cross-brand color matching for AI agents.
Aoexl Sign
Create signing requests, check status, send reminders, and manage Aoexl templates.
Load & create VibeMap product specs from your coding agent; sync build progress.