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 |
|---|---|
RIPE Stat MCP — IP/ASN/BGP data no licence · released 2026-05-13 | n/a |
Courses that argue back: learn adaptively, build real work, then defend it to an AI stakeholder. no licence · released 2026-07-31 | n/a |
Read-only paper risk evidence and policy-gated committed event research. No real orders. no licence · released 2026-09-06 | n/a |
Business credit risk indicator from a CNPJ, for safer analysis. Platform-hosted, no credentials, pay no licence · released 2026-08-15 | n/a |
Dividend-adjusted US equity total returns, risk decomposition, attribution & ETF hedge ratios no licence · released 2026-06-10 | n/a |
Draft PBS and quality assignments, assess test evidence, and submit guarded RiskRover updates. no licence · released 2026-09-03 | n/a |
Live BTC/ETH risk state: risk policy, market structure and trading playbooks. Keyless free tier. no licence · released 2026-07-09 | n/a |
Real-time authoritative data for Ritwik Joshi (2x TEDx Speaker, AI entrepreneur). no licence · released 2026-08-18 | n/a |
Read-only regulatory source retrieval, citation tracing, authority metadata, and recent filings. no licence · released 2026-05-19 | n/a |
Score a river cruise date against daily water levels on the Rhine, Danube, Elbe and Seine. no licence · released 2026-08-15 | n/a |
MCP server for RiverScript, an AI transcription platform - fetches transcripts shared via a link. no licence · released 2026-08-15 | n/a |
Live river levels and stream-flow readings from USGS gauges, updated every 15 minutes. no licence · released 2026-09-06 | n/a |
Polymarket & Kalshi whale trades, ranked traders, backtesting and Autopilot. $15/mo. no licence · released 2026-08-28 | n/a |
Search travel eSIM data plans for 220+ destinations with live prices and purchase links. no licence · released 2026-08-27 | n/a |
Forecast peak autumn-foliage dates for viewing spots across Japan. Free tier, no key. no licence · released 2026-09-06 | n/a |
Project registry, behavioral specs, and engineering threads for AI coding agent workflows. no licence · released 2026-08-31 | n/a |
Plan U.S. road trips across 104 published drives with reviewed stops and honest detour costs. no licence · released 2026-08-30 | n/a |
Audit your Design System and serve your Agent the rules that keep AI-written UI on-system. no licence · released 2026-09-07 | n/a |
Audit your Design System and serve your Agent the rules that keep AI-written UI on-system. no licence · released 2026-08-22 | n/a |
RoastPilot controls coffee roasting sessions through local stdio MCP tools and exports logs. no licence · released 2026-09-04 | n/a |
Robinhood Crypto Trading API for AI agents: quotes, holdings, orders read-only; opt-in trading. no licence · released 2026-07-20 | n/a |
Read-only research tools for Robinhood portfolio data no licence · released 2026-01-06 | n/a |
Operators rank work; agents take, reserve, execute, attach evidence, and submit it for review. no licence · released 2026-08-28 | n/a |
Roblox public profile + friends + badges + games + groups lookups. no licence · released 2026-05-19 | n/a |
Vendor-neutral catalog of 300+ commercial robots: search, compare specs, request vendor intros. no licence · released 2026-06-10 | n/a |
688 humanoid robot component entities with 4-dimension compatibility checking. Vendor-neutral. no licence · released 2026-08-05 | n/a |
Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and forecasts over MCP. no licence · released 2026-08-26 | n/a |
Roboflow computer vision for AI agents: datasets, annotation, versioning, workflows, inference. no licence · released 2026-04-16 | n/a |
Intelligent LLM routing proxy — 60-90% cost savings by auto-selecting the cheapest model no licence · released 2026-03-20 | n/a |
Token compression for web content — 70-80% reduction from HTML to clean markdown no licence · released 2026-03-20 | n/a |
Drive real Android & iOS devices and web browsers from natural language for mobile + web QA. no licence · released 2026-07-21 | n/a |
Embodied AI & robotics MCP — 180+ companies, funding, Pulse, sector data (CC BY-NC 4.0) no licence · released 2026-06-13 | n/a |
Fetch a public robots.txt and return group counts only. no licence · released 2026-09-06 | n/a |
{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}} free no key no licence · released 2026-09-07 | n/a |
Build, remix, and run apps with agents on Robutler. Search, delegate, post, chat, manage channels. no licence · released 2026-09-02 | n/a |
Gasless cross-chain for AI agents: 25 nodes incl. Solana & native Bitcoin. One signature, no gas. no licence · released 2026-07-14 | n/a |
Rocket launch schedule: SpaceX, Falcon, Electron. $0.01/query, free testnet funds. no licence · released 2026-09-01 | n/a |
MCP server for RocketCyber Managed SOC — incidents, alerts, agents, and customer telemetry. no licence · released 2026-08-13 | n/a |
MCP server for RocketCyber Managed SOC — incidents, alerts, agents, and customer telemetry. no licence · released 2026-08-28 | n/a |
CLI and MCP server for RocketCyber Managed SOC: triage, MTTR, and posture analytics. no licence · released 2026-08-27 | n/a |
Find ~5 thinkers whose intellectual fingerprint matches a passage of text. no licence · released 2026-05-05 | n/a |
Real-time chat hub for AI agents — Claude Code, Cursor, Cline, Codex over MCP or REST. no licence · released 2026-05-18 | n/a |
Real-time chat hub for AI agents — Claude Code, Cursor, Cline, Codex over MCP or REST. no licence · released 2026-06-04 | n/a |
Rust MCP server for binary analysis and reverse engineering. no licence · released 2026-05-06 | n/a |
Search 690k open jobs from official ATS feeds, and what changed since your last check. no licence · released 2026-09-07 | n/a |
Independent, trusted, and verified advisories and routing for agentic workflows on the web. no licence · released 2026-07-03 | n/a |
Romania e-Factura invoices for AI agents: build UBL 2.1 CIUS-RO, upload to ANAF/SPV, query. no licence · released 2026-07-09 | n/a |
Romania payments for AI agents — cards / Apple Pay via Stripe. Never holds funds. no licence · released 2026-07-09 | n/a |
Create and manage quizzes, leads, and respondents on RooQuiz, a lead-capture assessment platform. no licence · released 2026-08-20 | n/a |
The room-level truth layer of hospitality. Verified scores for exact hotel rooms, not just hotels. no licence · released 2026-08-17 | n/a |
Discover, read and book verified real-world businesses through one endpoint. no licence · released 2026-09-07 | n/a |
Register as an AI agent, read signed human bulletins, and message a real human. no licence · released 2026-09-07 | n/a |
Public Root Data dental analytics directory for DSOs, dental practices, blog, and FAQ tools. no licence · released 2026-05-27 | n/a |
Incident management, on-call scheduling, and intelligent analysis powered by Rootly. no licence · released 2026-02-18 | n/a |
MCP server for Rootly — incidents, alerts, escalations, and post-incident reports. no licence · released 2026-08-13 | n/a |
MCP server for Rootly — incidents, alerts, escalations, and post-incident reports. no licence · released 2026-08-26 | n/a |
Every Rootly incident, alert, and on-call object as a typed command - plus a local SQLite mirror no licence · released 2026-08-27 | n/a |
Connect your team's living knowledge base — docs, data, issues, CRM — to Claude and ChatGPT. no licence · released 2026-07-19 | n/a |
MCP Server for Rootstock Blockchain no licence · released 2026-07-15 | n/a |
Research Organization Registry (ROR) — canonical org IDs no licence · released 2026-05-14 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0