mcp
Sorted by GitHub stars, which measures attention rather than fitness. Read the release date and the commit count next to it before picking one.
| Tool | Stars |
|---|---|
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation. no licence · released 2026-03-13 | n/a |
Islands on the Air MCP server. Group lookup, island search, DXCC mapping, nearby groups. no licence · released 2026-03-06 | n/a |
ARRL Logbook of The World MCP server. QSO query, QSL status, DXCC credit tracking. no licence · released 2026-03-06 | n/a |
Parks on the Air MCP server. Park lookup, activator and hunter stats, live spots. no licence · released 2026-03-06 | n/a |
QRZ.com MCP server. Callsign lookup, DXCC resolution, logbook queries via QRZ XML API. no licence · released 2026-03-06 | n/a |
QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vLLM) no licence · released 2026-03-11 | n/a |
Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts. no licence · released 2026-03-06 | n/a |
Summits on the Air MCP server. Summit lookup, activator stats, chaser records, spots. no licence · released 2026-03-06 | n/a |
WSPR beacon analytics MCP server. Band openings, path analysis, solar correlation. no licence · released 2026-03-06 | n/a |
Q402 - gasless payments, yield, escrow, bridge & NAV triggers on 12 EVM chains. Sandbox-default. no licence · released 2026-08-19 | n/a |
Live web access for agents: scrape, SERP search, crawl/map, 74 collectors, datasets, proxies. no licence · released 2026-08-28 | n/a |
Web scraping, SERP search, crawl/map and 74 Collectors through residential proxies. 25 tools. no licence · released 2026-08-25 | n/a |
Mobile money fees, African tax rates, currency conversion and Uganda PAYE for AI agents. no licence · released 2026-06-14 | n/a |
Deterministic eligibility checker for grants, jobs and scholarships in Africa. no licence · released 2026-06-13 | n/a |
Parses MTN MoMo and Airtel Money Uganda SMS into structured JSON. no licence · released 2026-06-13 | n/a |
Live S&P 500 quantum-model signals, forecasts and trade plans. Educational, not financial advice. no licence · released 2026-08-05 | n/a |
Manage your blockchain infrastructure across 80+ chains with your agents. no licence · released 2026-08-01 | n/a |
A Model Context Protocol server for the Elsevier Scopus API no licence · released 2026-01-13 | n/a |
SOLID/OOP/DRY, the 23 GoF patterns, pattern scaffolding, and heuristic code-smell detection. no licence · released 2026-07-31 | n/a |
Validate & format git commit messages per the Udacity Git Commit Message Style Guide. no licence · released 2026-07-31 | n/a |
qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent（Cursor、Claude Desktop 等） no licence · released 2026-04-08 | n/a |
MCP server for accessing Strava API no licence · released 2025-09-17 | n/a |
Diagnoses Apple .ips crash reports: ranks likely causes with cited evidence, not just a stack trace. no licence · released 2026-07-23 | n/a |
Jira & Confluence MCP: 24 tools for issues, sprints, comments, transitions & wiki. Run via npx. no licence · released 2026-04-21 | n/a |
App Store release pilot — version bump, TestFlight upload, metadata, review submission no licence · released 2026-07-06 | n/a |
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints. no licence · released 2026-04-01 | n/a |
Fast indexed code search for AI agents, powered by Sourcegraph Zoekt. no licence · released 2026-04-09 | n/a |
MCP implementation to connect AI agents with the PyNet Platform for BIM/Engineering automation. no licence · released 2026-04-20 | n/a |
Reconcile a declarative Stripe catalog and inspect your account — plan, push, pull, check. no licence · released 2026-08-07 | n/a |
MCP server for the Longhorn distributed storage manager API, with a --read-only mode. no licence · released 2026-09-04 | n/a |
Grantd MCP server: let your AI agent act on a user's behalf across third-party APIs via OAuth. no licence · released 2026-06-09 | n/a |
Search, discover, and install 500+ AI agent skills from the SkillFlow marketplace. no licence · released 2026-03-26 | n/a |
Pipes Claude Code session output into Claude Chat — no more copy-paste between tools no licence · released 2026-04-17 | n/a |
All the tools you need to land your next job no licence · released 2026-03-17 | n/a |
Official Railway MCP server no licence · released 2026-05-15 | n/a |
China export tax rebate rate & HS code lookup (官方退税率). no licence · released 2026-08-09 | n/a |
A Model Context Protocol (MCP) server for Django applications, inspired by Laravel Boost no licence · released 2025-11-07 | n/a |
YouTube intelligence layer for AI agents. 41 tools, 10 modules, zero config. no licence · released 2026-03-23 | n/a |
Visa requirements, documents, and FAQs for Indian passport holders. 35 countries. no licence · released 2026-03-25 | n/a |
WHOOP recovery, sleep, strain, and workouts for any AI. Analysis tools, demo mode, fast setup. no licence · released 2026-06-12 | n/a |
WHOOP recovery, sleep, strain, and workouts for any AI. Analysis tools, demo mode, fast setup. no licence · released 2026-06-12 | n/a |
327 dev tools via REST API and MCP. Generate Dockerfiles, schemas, K8s, APIs, and more. no licence · released 2026-05-06 | n/a |
Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation no licence · released 2026-02-19 | n/a |
API-first semantic layer MCP server compiling YAML models into dialect-specific SQL no licence · released 2026-02-19 | n/a |
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision. no licence · released 2026-03-03 | n/a |
On-chain wallet analytics and trading strategies on Base for AI assistants no licence · released 2026-02-15 | n/a |
Agent swarm intelligence — real-time feed and consensus signals from 140+ AI agents on-chain no licence · released 2026-03-12 | n/a |
한국 중등 2022 개정 교육과정 학습 그래프 MCP 서버 (중학교 714 · 고교 3,124 성취기준 · 원문 수록 · 중→고 전이) no licence · released 2026-08-25 | n/a |
한국 특성화고 전문교과 2022 개정 교육과정 학습 그래프 MCP 서버 (528과목·성취기준 47,625건, 공식 원문 전량 수록) no licence · released 2026-08-25 | n/a |
Sourced market and compliance research for Claude Desktop, Claude Code and Cursor. no licence · released 2026-07-26 | n/a |
Cognitive memory for AI coding assistants — persistent memory across sessions no licence · released 2026-07-30 | n/a |
Disease Twin — Brazil's rare-disease knowledge graph (10,468) over MCP. Source-grounded, PT-BR. no licence · released 2026-05-21 | n/a |
Cardora loyalty program analytics for business owners. Customer joins, stamps, rewards, and trends. no licence · released 2026-05-17 | n/a |
Multi-chain AML risk scoring, sanctions screening, and tx tracing across BTC, ETH, POL, AVAX, SOL. no licence · released 2026-04-18 | n/a |
Multi-table synthetic data with FK integrity and exact declared aggregates. No real data. no licence · released 2026-07-16 | n/a |
Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5. no licence · released 2026-06-23 | n/a |
MCP server for n8n: generate, lint, explain failed executions, drive live n8n via REST. no licence · released 2026-05-10 | n/a |
Your agent already broke this three times. ChangeBook tells it before the fourth. no licence · released 2026-09-05 | n/a |
Portable workspaces for AI agents: one encrypted link any agent can read and write no licence · released 2026-07-28 | n/a |
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Desktop, ChatGPT, Cursor. no licence · released 2026-04-04 | n/a |
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