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.
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 chains.
View repository →What breaks when you upgrade a package, and what to use instead - from official docs.
View repository →Access Taiwan CWA weather data and forecasts for all counties and cities
Search coding challenge solutions by keyword and optionally filter by programming language
View repository →Run code, query databases, call any LLM, and commit to GitHub from your AI, safely. Free tier.
DEPRECATED — this server is no longer maintained.
Free mechanical checks for AI text: unnamed counts, dangling references, bad arithmetic, misquotes.
Pump.fun creator rewards, DexScreener pair search, crypto headlines, and USD candles.
View repository →Read-only Site Rep handoff: agent brief, pending work, first-customer receipt with payment evidence.
Israeli online supermarket pricing: the cheapest delivered basket for a shopping list and address.
Typed access to monitored competitive changes, evidence, dossiers, research, and collection health.
View repository →Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.
View repository →Real-time planetary signal engine and Model Context Protocol (MCP) server for autonomous AI agents.
View repository →MCP server for Depyler: Python-to-Rust transpiler with analysis and verification tools
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility
View repository →MCP server for Ruchy: code analysis, scoring, linting, formatting, and transpilation tools
Extract schema-valid JSON from text/HTML or document images. Pay per call via x402 V2.
View repository →Build validated football table and World Cup group prediction links with TablePredict.
View repository →Read-only MCP for identity resolution and write guardrails.
Fill 3C / SWOT / MECE / OKR into your local file. Local-first, zero-trust strategy cockpit.
Discover Norynta markets and use caller-signed trading through a protected MCP.
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate limiting.
View repository →Agent-native API for Finnish public company data via YTJ. Pay-per-call $0.01 USDC over x402.
View repository →AgentQ MCP Server - AI-Powered Software Quality Assurance Platform
Persistent memory for AI agents with rollback, audit trails, and semantic search.
View repository →Paid x402 facts for AI agents: on-chain snapshots, endpoint reliability, trade math, free directory
Public MCP server for discovering open jobs. Search, filter, and get application links.
Query AI model benchmarks, pricing, and comparisons from rival.tips
View repository →Read-only MCP over the Mzizi design system registry — nodes, components, ownership.
View repository →Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.














