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.

useVyre Context
useVyre component context for AI agents — valid props, variants, anti-patterns, and design tokens.
WinDbg/DbgEng over MCP: crash dumps, live user & kernel, driver IOCTLs, and TTD.

io.github.hebcal/hebcal
Model Context Protocol extension for Hebrew calendar
95.10% LongMemEval (highest published). Encrypted persistent memory for Ai coding assistants.

Human Pages
Hire real humans for tasks agents can't do alone. 36 tools for the full hiring lifecycle.
Irish property due diligence: planning, prices, flood, radon, zoning, BER and crime context.
The agent eval standard for MCP. Score every agent output for quality, safety, and cost.

OECD MCP Server
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across 17 categories.

io.github.isakskogstad/scb-mcp
MCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy, environment data

Lucius MCP
MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.

Postgram
Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.

Spotify
MCP server connecting LLMs to Spotify, with smart-batching and large-playlist tools

Cairn
Persistent memory for AI agents and humans. Store, search, and discover patterns.
Molecule names or SMILES to 2D structures, reactions, mechanisms, spectra - offline via RDKit.

Amazon.in MCP Server
Search Amazon.in: cheapest in-stock, best-value picks, product details, Keepa price-history.

io.github.kakarot-dev/deepmiro
Simulate hundreds of AI agents to predict how communities react to events and policies

Scout
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.
Find where to post on Reddit and score your draft before posting — no API keys needed.

io.github.louis49/melchizedek
Persistent memory for Claude Code — offline, single-file, hybrid search.
End-to-end encrypted access to a Standard Notes vault (protocol 004, local stdio only).

SaturnZap
Non-custodial Bitcoin Lightning (LDK) wallet for AI agents — pays L402 APIs from CLI or MCP.

dowse
Fast local full-text search for Windows files (tantivy + jieba), exposed to AI agents over MCP.

io.github.lukasschwarz/elster-mcp-server
Drive the German tax portal ELSTER via Puppeteer: submit UStVA, prepare EUER/ESt, sync inbox.
Agent-native lending on Solana via x402: borrow against tokens, arm in-vault TP/SL, repay.

mq-bridge-app
Move data between 15+ databases, queues and files at high throughput, without it entering context
Cities: Skylines II wiki, encyclopedia, and mod workflow tools for AI agents.












