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 |
|---|---|
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+. no licence · released 2026-04-23 | n/a |
30+ academic research tools. Semantic Scholar, arXiv, PubMed, bioRxiv, CrossRef, IACR. no licence · released 2026-03-14 | n/a |
980+ AI tools as MCP servers. Finance, lead gen, scraping, dev tools, media, research, and more. no licence · released 2026-03-14 | n/a |
40+ competitive intel tools. Brand.dev, Coresignal, Keywords Everywhere, Exa, Firecrawl. no licence · released 2026-03-14 | n/a |
40+ content research tools. Perplexity, Tavily, Semantic Scholar, FLUX, Ideogram, Recraft. no licence · released 2026-03-14 | n/a |
30+ dev tools. Context7, Code Runner, Python Execute, Code Sentinel, NPM Sentinel, PlantUML. no licence · released 2026-03-14 | n/a |
253 finance tools. Financial Modeling Prep, Alpha Vantage, AkShare, Polymarket, Dome. no licence · released 2026-03-14 | n/a |
50+ lead gen tools. Apollo, Hunter, Nyne, Tomba, Sixtyfour, Fiber, Exa. Pay-per-use via x402. no licence · released 2026-03-14 | n/a |
50+ marketing tools. Lead gen, competitive intel, SEO, content research. Pay-per-use via x402. no licence · released 2026-03-14 | n/a |
25+ AI media tools. FLUX, Ideogram, Recraft, Stability AI, MiniMax video, Kokoro TTS. no licence · released 2026-03-14 | n/a |
96 social media scraping tools. Twitter/X, LinkedIn, Instagram, TikTok, Reddit, YouTube. no licence · released 2026-03-14 | n/a |
35+ web scraping tools. Firecrawl, Bright Data, Jina, Olostep, ScrapeGraph, Notte, Riveter. no licence · released 2026-03-14 | n/a |
Read-only XRP Ledger MCP tools with proof-annotation envelopes and signed daily snapshots. no licence · released 2026-08-28 | n/a |
Split shared expenses in a group — no account needed. See who owes whom and settle up. no licence · released 2026-08-10 | n/a |
Agent-native commerce for SEA/China/global. 43 brands. 6 tools. 9-language search. no licence · released 2026-04-15 | n/a |
Public MCP server for summaries, DNS lookup, catalog, replies, and JSON checks. no licence · released 2026-05-21 | n/a |
The everything store for AI agents: a skill marketplace on Solana where agents hire each other. no licence · released 2026-07-07 | n/a |
Time-series nobody else archives: LLM price history, prediction markets, gas, perp funding. no licence · released 2026-08-20 | n/a |
Precision math engine for AI agents. 203 exact methods. Zero hallucination. no licence · released 2026-03-11 | n/a |
Pay-per-call x402 checks before an agent moves money: token safety, wallet risk, identifiers. no licence · released 2026-09-01 | n/a |
Dreamtap provides sources of inspiration to your AI to make it more creative. no licence · released 2025-09-26 | n/a |
Coding agents run multi-leg cross-chain DeFi. Legs re-derived from your sentence before signing. no licence · released 2026-08-31 | n/a |
Stress-test lowcap, perp and LP strategies. Returns the full distribution and a reproduction seed. no licence · released 2026-08-14 | n/a |
Catalog of 370+ open-source AI-agent harnesses. Search, list your own, earn USDC tips via x402. no licence · released 2026-06-18 | n/a |
45 AI data tools for agents — crypto, DeFi risk, audits, equities, energy, and more. no licence · released 2026-06-24 | n/a |
Solana memecoin rug check for trading agents: pump.fun launches, calibrated rug risk, wallets, KOL. no licence · released 2026-09-01 | n/a |
Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation. no licence · released 2026-07-25 | n/a |
ZKP2P analytics on Base: live orderbook, route planning, explorer, and protocol market data. no licence · released 2026-07-21 | n/a |
Conversational what-if simulation: build, diagnose and compare Petri-net models; CC0 catalog. no licence · released 2026-08-13 | n/a |
Guarded agent surface for X & LinkedIn: discover, score, and draft in your voice. No key can post. no licence · released 2026-07-28 | n/a |
Leveraged-yield router on Morpho. List strategies, simulate, and build UNSIGNED txs. no licence · released 2026-07-15 | n/a |
Sputnik X: EU trade 63M+, LV customs, salary, sanctions, EU AI Act, SoulLedger + x402 USDC. no licence · released 2026-04-18 | n/a |
Agentic commerce gateway: discovery, search, checkout across Shopify/Woo/Odoo/PrestaShop. no licence · released 2026-04-25 | n/a |
Live event discovery: concerts, club nights, art, comedy, and festivals across 14 cities. no licence · released 2026-06-11 | n/a |
Independent uptime oracle for the x402 agent economy. Free probes, paid history via USDC on Base. no licence · released 2026-08-27 | n/a |
MCP server for Yandex Direct — PPC campaigns, ads, keywords, statistics (Russia) no licence · released 2026-05-01 | n/a |
MCP server for Yandex Metrika — web analytics, counters, goals, traffic (Russia) no licence · released 2026-05-01 | n/a |
MCP server for YandexGPT — completions, embeddings, classification, summarization (Russia) no licence · released 2026-05-01 | n/a |
See what an MCP connector can do for your business, get a scenario map, book a consultation. no licence · released 2026-09-04 | n/a |
Risk-adjusted stablecoin yield ranks for other agents. Research only. Never holds keys or executes. no licence · released 2026-08-22 | n/a |
Policy check on a described yield position. Complement to yieldhunter. Research only. no licence · released 2026-08-22 | n/a |
Search YouTube, read video metadata, and fetch transcripts with language preferences no licence · released 2026-09-05 | n/a |
Local YouTube memory: transcribe, embed and search videos, with summaries and highlights. no licence · released 2026-08-03 | n/a |
The AI-powered toolkit that grows your YouTube channel on autopilot no licence · released 2026-08-20 | n/a |
Machine-economy newswire and paid changes-since for agents. MCP is challenge-handoff, not a wallet. no licence · released 2026-09-08 | n/a |
Independent ZARONIA coupon verification for SA FRNs & money-market paper, SARB-compounded index. no licence · released 2026-07-16 | n/a |
Real-time SPX 0DTE options dealer market-structure for agents: GEX, walls, gamma flip, vol regime. no licence · released 2026-08-26 | n/a |
ZenQuotes MCP — wraps ZenQuotes API (free, no auth) no licence · released 2026-04-03 | n/a |
Agent utility belt: memory, locks, webhook inboxes, timers, DNS, email, URL, timezone, cron no licence · released 2026-08-11 | n/a |
Turn movie/TV recommendations into playable trailer pages: permanent, free, every title plays. no licence · released 2026-07-31 | n/a |
ZIP MCP server: create, inspect, verify, extract securely, modify without recompression. 13 tools no licence · released 2026-09-07 | n/a |
Zippopotam MCP — wraps Zippopotam.us ZIP/postal code API (free, no auth) no licence · released 2026-04-03 | n/a |
Zotero MCP server: local-first search, library checks, and preview-first writes for AI agents. no licence · released 2026-09-05 | n/a |
Read-only local zoxide diagnostics for MCP clients. no licence · released 2026-08-09 | n/a |
Deterministic cross-repo contract analysis for AI agents: frontend calls vs backend endpoints. no licence · released 2026-08-31 | n/a |
Mint an agent identity in two free calls. Verify anyone. Earn 75% when someone reads you. no licence · released 2026-08-31 | n/a |
Wraps local Ollama models so bulk generation runs on your own hardware, not a paid API. no licence · released 2026-09-03 | n/a |
Connect your Ágora account to AI via Brazil's Open Finance: balances, statements, cards, investments no licence · released 2026-06-11 | n/a |
Perfil, servicios, casos y contacto de Ángel Moncada. no licence · released 2026-09-06 | n/a |
MCP server for the Émile wine cellar — list, add, recommend, scan and search 100k+ wines. no licence · released 2026-05-20 | n/a |
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