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.
io.github.mrocker/youtube-video-channel
YouTube video metadata and channel data by URL or @handle. No API key or quota. Pay per result.
US tariff & trade truth: duty actually paid by origin/HS 2017+, HTS rulebook, CBP rulings. No key.
Japanese UI + UX correctness for AI coding agents — typography, forms, keigo, JLReq checks.
io.github.mrslbt/nankai-trough
Nankai Trough earthquake hazard & building-safety, from official Japan data. No verdicts.
PayPay QR payments for AI agents: QR codes, status, refunds, cancels. Bilingual JP/EN.
Token rug/honeypot risk screening: EVM (7 chains, live sell simulation), Solana, TON. Free, keyless.
JsonFabrica
Generate realistic, relational synthetic JSON test data from templates, via the JsonFabrica API.
Local Talkform schemas, bundled interview templates, and config validation for AI agents.
RFC 9110 x402 Solana compliance screening and micropayments gateway for AI agents.
Local-first MCP server and CLI for validating and generating synthetic ACH files.
Kibana/Elasticsearch MCP — log search, aggregations, index discovery, dashboards.
Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (read-only).
SonarQube MCP — projects, metrics, quality gate, issues, worst-metric ranking.
io.github.mstang/casemgr-mcp
Shared workspace your AI agent writes to. 184 tools, persistent memory, semantic search.
MTContext
Connect any MCP client to MetaTrader 4/5 to read prices, manage positions, and place trades.
The High Council
Several models from different labs plan in a blind proposal, debate and review loop. Your own keys.
Wasilah
Prayer times, Qibla, Hijri calendar, 99 Names, Quran audio, Bangladesh offsets. English + Bengali.
cloud-tools
Multi-cloud cost, inventory and waste analysis over MCP: AWS, GCP, Cloudflare and OVH.
Layerbridge
Read, edit and export the Figma file open in a local plugin. No REST API, no rate limits.
VPS Guardian
Secure SSH bridge for AI agents to observe and safely administer Linux VPSs.
AWS CLI MCP Server
Python MCP server for AWS CLI inspection and operations
MySQL MCP Server
Python MCP server for MySQL database inspection and querying
Deoochform
Create forms, read submissions, and build invitations from Claude, ChatGPT, or any MCP client.
io.github.musette-cc/musette-mcp
AI soigneur for cyclists: Strava ride to an Ien-Vitse-validated nutrition plan + orderable box.
breedsim-mcp
Breeding-scheme simulation via AlphaSimR. Needs R, AlphaSimR and libtirpc-dev on the host.
phylokit-mcp
Phylogenetic inference via IQ-TREE 3 — never returns a topology without its support
plantcv-mcp
Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from