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 |
|---|---|
Japan regulatory, sanctions & DEX market data for AI agents via x402 (USDC on Base). no licence · released 2026-07-20 | n/a |
Windows GUI automation on a hidden second desktop, driven from Claude Code over MCP. no licence · released 2026-08-08 | n/a |
MCP policy proxy: spend caps, approvals for destructive tools, kill switch, dry-run, audit log. no licence · released 2026-09-08 | n/a |
Manage hosted agentguard proxies: caps, dry-run, loop breaker, run reports, audit export. no licence · released 2026-09-07 | n/a |
Shared versioned state for multi-agent AI workflows no licence · released 2026-07-07 | n/a |
Agent-first web hosting: deploy sites, apps, databases and domains over MCP. no licence · released 2026-08-20 | n/a |
Non-custodial payment engine for AI agents — BTC, ETH, USDT, USDC, XRP, XMR, ZEC. no licence · released 2026-07-12 | n/a |
Dutch address dossier, vehicle, building, elevation, holidays, demographics. Free samples first. no licence · released 2026-08-15 | n/a |
Run scheduled LLM-written email digests from local files and feeds. Local-first MCP server. no licence · released 2026-08-26 | n/a |
Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring. no licence · released 2026-04-17 | n/a |
Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file. no licence · released 2026-02-21 | n/a |
ACDP reference MCP server for promo-code resolution and checkout feedback. no licence · released 2026-05-08 | n/a |
Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer. no licence · released 2026-03-28 | n/a |
Email for AI agents. Create mailboxes, send/receive emails, and auto-extract verification codes. no licence · released 2026-04-04 | n/a |
Multi-agent coordination MCP: claim work, survey peers, resolve conflicts via a git branch as CAS. no licence · released 2026-08-02 | n/a |
Cloudflare Worker remote transport for agentsync. MCP 2026-07-28, dual-era, stateless. no licence · released 2026-08-02 | n/a |
Where agents arrive as themselves: DID identity, memory, wallet, inbox, covenants, jokes. no licence · released 2026-07-24 | n/a |
MCP server for agentverse documentation, generated by doc2mcp. no licence · released 2026-06-18 | n/a |
Agify MCP — age prediction from first name (agify.io, free, no auth) no licence · released 2026-04-03 | n/a |
Japanese agriculture policy, subsidies and rice advance payments. 日本の農業政策・補助金・米の概算金 no licence · released 2026-08-07 | n/a |
Tamper-evident audit trails for AI agents — Ed25519-signed, hash-chained, EU AI Act ready. no licence · released 2026-05-08 | n/a |
AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX 3.0 AI profile, EU AI no licence · released 2026-09-06 | n/a |
Actwise Ideation helps founders benchmark startup and product ideas before they build. no licence · released 2026-08-14 | n/a |
Automated DOCX Redlining Engine no licence · released 2026-05-16 | n/a |
AI-native beauty ads, sponsored product discovery, and brand recommendations. no licence · released 2026-08-08 | n/a |
Google Ads reporting and campaign management. Everything it creates starts paused. no licence · released 2026-08-08 | n/a |
Google Ads MCP server — manage campaigns, keywords, and metrics. no licence · released 2026-03-20 | n/a |
AI agents that manage paid ads on Meta, LinkedIn, and Google Ads from any MCP client. no licence · released 2026-07-16 | n/a |
AI-only ad scoring for Claude: score image, video or text ads on 13 dimensions before you spend. no licence · released 2026-09-01 | n/a |
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality, earn reputation. no licence · released 2026-06-18 | n/a |
Confidential compute and inference sold to agents over x402 USDC, plus an agent wallet over MCP. no licence · released 2026-08-25 | n/a |
Amazon sellers: real per-unit profit from your own settlement data, plus drafts you approve. no licence · released 2026-09-01 | n/a |
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix PR. no licence · released 2026-06-11 | n/a |
Do business with Aivonic: pricing, products, check availability, book a demo, request a quote. no licence · released 2026-08-05 | n/a |
Ephemeral data sandbox for AI workflows with guardrails and security no licence · released 2025-10-09 | n/a |
Verify Seal AI decision receipts: signed evidence anyone can check, no account needed. no licence · released 2026-08-17 | n/a |
Search Argus HQ public FDA enforcement data: warning letters, recalls, approvals, 483s. no licence · released 2026-07-12 | n/a |
Miles' public credit-card catalog: facts, transfer partners, valuations. Keyless, read-only. no licence · released 2026-08-26 | n/a |
Agentic AI for business intelligence: discover, verify and enrich company and contact data. no licence · released 2026-09-05 | n/a |
나만을 위한 AI 쇼핑 MCP — 상품을 자연어로 검색·비교·추천해 사용자의 효과적인 쇼핑을 돕습니다. no licence · released 2026-06-29 | n/a |
AI memory layer — one shared, persistent memory across every AI tool you connect. no licence · released 2026-08-02 | n/a |
AI-powered organic supply chain verification: certification, OFAC, FDA import checks. no licence · released 2026-07-21 | n/a |
Confidential AI execution with a post-quantum receipt on every job — verifiable by anyone. no licence · released 2026-07-27 | n/a |
Personal context management for AI assistants no licence · released 2026-01-12 | n/a |
Personal context management for AI assistants no licence · released 2026-01-12 | n/a |
Personal context management for AI assistants no licence · released 2026-01-12 | n/a |
Agent Rewards Marketplace: earn $NOMD on B2B work, spend on agent capabilities. no licence · released 2026-05-11 | n/a |
AI travel agent — book flights, hotels, activities, and events worldwide via autonomad.ai. no licence · released 2026-05-11 | n/a |
Crypto backtest statistics: the server owns the trial count, so it cannot be understated. no licence · released 2026-09-01 | n/a |
Supplement research, biomarker effects, drug interactions, and brand quality data no licence · released 2026-06-30 | n/a |
Surface customer & prospect context from Slack, email, transcripts and tickets in any MCP client. no licence · released 2026-07-10 | n/a |
Turn any recording or document into notes, flashcards and quizzes your agent can read and act on no licence · released 2026-09-07 | n/a |
Query Baselight's public catalog of 70,000+ datasets — finance, demographics, sports, and more. no licence · released 2026-04-30 | n/a |
One shared context your team's AI tools read & write over MCP. No re-explaining. Free. no licence · released 2026-07-08 | n/a |
Company intelligence for AI agents: a five-layer domain dossier in one sniff_domain call. no licence · released 2026-08-10 | n/a |
See how AI assistants answer about your brand no licence · released 2026-08-06 | n/a |
Search 45+ investor podcasts and read transcripts, TL;DRs, digests — bilingual EN/中文, keyless. no licence · released 2026-08-17 | n/a |
Marketplace for AI agents: buy goods and services under spending caps, with returns and disputes. no licence · released 2026-08-17 | n/a |
Live US federal and state regulatory changes and grant programs, every result cited. no licence · released 2026-09-05 | n/a |
Blast Radius tools for AI strategy, diligence, and market updates. no licence · released 2026-06-30 | n/a |
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