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.rog0x/i18n
Locale detect, translations, plurals for AI agents
io.github.rog0x/image
Image metadata, favicon, OG image for AI agents
io.github.rog0x/json
JSON/YAML/CSV validate, diff, transform for AI agents
io.github.rog0x/lint
Style check, naming, complexity analysis for AI agents
io.github.rog0x/math
Calculator, units, statistics for AI agents
io.github.rog0x/npm
npm package search, audit, bundle analysis for AI agents
io.github.rog0x/perf
Benchmark, memory, Big O analysis for AI agents
io.github.rog0x/regex
Regex test, explain, replace patterns for AI agents
io.github.rog0x/schema
JSON Schema, TypeScript types, mocks for AI agents
io.github.rog0x/string
String analyzer, diff, templates for AI agents
io.github.rog0x/task
Todo, priority, estimation, burndown for AI agents
io.github.rog0x/testing
Test generation, mocks, coverage analysis for AI agents
io.github.rog0x/time
Timezone, dates, cron, timestamps for AI agents
io.github.rog0x/web
Web scraping, search, monitoring, and HTML-to-markdown for AI agents
io.github.rog0x/webhook
Send, validate, debug webhooks for AI agents
CUDA-Q Docs
CUDA-Q docs, API reference, and runnable examples for AI agents, pinned to your installed version.
darwin-memo
Self-curating agent memory kept honest by survival-based selection over measured outcomes.
rendercheck
Check generated audio, video and stills for defects. Returns a verdict, not more media.
Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespaces.
io.github.rohithraju-ops/mcp-ml-lab
Run end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).
MCP OpenClaw Extensions
138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt
io.github.rongchang726-png/vivarium
A science game for AI agents: tune, infer, or out-evolve a living world, judged on held-out seeds.
MCP server for managing GeoServer workspaces, datastores, layers, and styles
Unofficial MCP server for managing Healthchecks.io checks via the Management API
Cannabis compliance: US state testing, INCB, Health Canada, EU precursors. Free.
io.github.rootsbymenda/chemical-safety
Chemical hazard lookup: SVHC, GHS, NIOSH, ICSC. 468K classifications. Free.
Cosmetic safety: NOAEL, MoS, SCCS, 12 jurisdictions. 30K ingredients. Free.
io.github.rootsbymenda/food-safety
Food additive safety: JECFA, EFSA, ADI, halal/kosher/vegan. 6K+ additives. Free.
io.github.rootsbymenda/pharma-regulatory
Drug safety: DrugBank, interactions, FAERS, WHO, TGA. 7 databases. Free.