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 |
|---|---|
Control fleets of remote machines via AI agents: exec, files, git, fleet ops, map/reduce. no licence · released 2026-08-24 | n/a |
Co-purchase intelligence and merchant ops tools for AI shopping, ecommerce, and B2B agents no licence · released 2026-09-02 | n/a |
Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning. no licence · released 2026-08-17 | n/a |
Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns. no licence · released 2025-12-18 | n/a |
MCP server for Japan geodata: cadastral lot numbers (chiban) and reverse geocoding, for AI agents. no licence · released 2026-08-15 | n/a |
Expose the 5dive agent-fleet CLI (tasks, agents, digest) as stdio MCP tools. no licence · released 2026-08-11 | n/a |
Find every leaked secret on your machine — API keys in .env files, shell history, and configs. no licence · released 2026-05-27 | n/a |
Portfolio risk analytics MCP server — VaR, Monte Carlo, stress testing, and more. no licence · released 2026-05-27 | n/a |
High Story MCP Server - Automate AI content campaigns and social media management. no licence · released 2026-04-14 | n/a |
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws. no licence · released 2026-04-24 | n/a |
An MCP server that provides fast and up-to-date IP geolocation data. no licence · released 2026-06-09 | n/a |
Norwegian public data: companies, statistics, exchange rates, addresses, property. Zero API keys. no licence · released 2026-08-28 | n/a |
Discover machine-payable APIs, probe x402 payment terms, and run seller operations. Non-custodial. no licence · released 2026-08-21 | n/a |
MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents no licence · released 2025-11-26 | n/a |
Query your Scoreflow level, XP, skill tree and leaderboard from inside Claude Code / Desktop. no licence · released 2026-04-22 | n/a |
MCP server for the Geomelon geographic API — stdio and remote HTTP transports no licence · released 2026-07-17 | n/a |
MCP server for the Geomelon geographic API — stdio and remote HTTP transports no licence · released 2026-05-17 | n/a |
MCP server for FCA Handbook compliance analysis with verbatim citations. no licence · released 2026-08-04 | n/a |
MCP server for end-to-end trading on Kalshi prediction markets: discover, research, trade. no licence · released 2026-07-09 | n/a |
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-call via x402. no licence · released 2026-07-13 | n/a |
Discover SAP BTP services, browse service catalog, check running instances, query dests, & more no licence · released 2026-04-25 | n/a |
Complete US ETF holdings from SEC N-PORT filings + ticker/CUSIP/FIGI crosswalk. Primary source. no licence · released 2026-08-15 | n/a |
Read-only MCP server for the official ACTA verifiable credentials documentation. no licence · released 2026-07-30 | n/a |
Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML. no licence · released 2026-05-13 | n/a |
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted, crypto payments. no licence · released 2026-03-28 | n/a |
Semantic search across 50,000+ food recipes with hybrid retrieval and reranking. no licence · released 2026-04-11 | n/a |
Token-minimized URL-to-clean-text reader for LLMs, with a token-savings receipt. no licence · released 2026-06-20 | n/a |
AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation. no licence · released 2026-08-01 | n/a |
Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools. no licence · released 2026-08-01 | n/a |
Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB. no licence · released 2026-08-01 | n/a |
Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB. no licence · released 2026-08-02 | n/a |
Zero-config Postgres MCP with auto-provisioning — drop-in for server-postgres. no licence · released 2026-08-01 | n/a |
PRD Generator MCP — generate, validate, and manage Product Requirement Documents. no licence · released 2026-08-01 | n/a |
Strapi CMS MCP — natural-language content management: create, manage, and publish content. no licence · released 2026-08-01 | n/a |
ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub. no licence · released 2026-08-01 | n/a |
Cal.com scheduling MCP server: manage bookings, event types, and availability. no licence · released 2026-06-22 | n/a |
ClawHub.ai skill catalog: search, browse, inspect, and download skills (token unlocks publish). no licence · released 2026-06-24 | n/a |
Email tools for any IMAP/SMTP provider: list, read, search, send, and manage messages. no licence · released 2026-06-24 | n/a |
Shopify Admin GraphQL API: products, orders, customers, inventory, and more (read and write). no licence · released 2026-06-24 | n/a |
Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends, save new secrets. no licence · released 2026-06-24 | n/a |
Wheel-Size.com fitment API: OEM and aftermarket wheel and tyre data for 100k+ vehicles (read-only). no licence · released 2026-06-24 | n/a |
Wise Personal API: profiles, balances, multi-currency rates, transfers, recipients (read-only). no licence · released 2026-06-24 | n/a |
Real-time EEG: BrainFlow streaming, wall-clock replay, online DSP, recording, and stimulation. no licence · released 2026-07-26 | n/a |
MCP for NeuroAgents assisting clinicians: MNE processing, EHR store, NeuroII visualization. no licence · released 2026-07-24 | n/a |
Read-only runtime secret retrieval from HashiCorp Vault via Keymaster for autonomous AI agents. no licence · released 2026-04-02 | n/a |
Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claude. no licence · released 2026-05-23 | n/a |
Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from any MCP client no licence · released 2026-07-15 | n/a |
Schedule smarter - create, search, and manage Google Calendar events through AI. no licence · released 2026-06-25 | n/a |
Local recursive self-improvement OS MCP with fail-closed governance and gated mutation tools. no licence · released 2026-08-23 | n/a |
Needs registry for public goods (MCP + x402): discover, fund, claim, complete with provenance. no licence · released 2026-08-23 | n/a |
Grants and public-goods MCP: discovery, ranking, grounded drafting, open-source first. no licence · released 2026-08-23 | n/a |
Open agentic operations mesh MCP: agents, workflows, cost, governance, and x402. no licence · released 2026-08-23 | n/a |
Fail-closed agentic OS MCP: agents as processes with cost, governance, observability, skills. no licence · released 2026-08-23 | n/a |
MCP-native router and multi-agent control plane: plan, route tool calls, stream execution. no licence · released 2026-08-23 | n/a |
USDC micropayments on Base + Solana via x402. BYO wallets. Cloudflare Workers. No Coinbase. no licence · released 2026-08-23 | n/a |
Autonomous MCP Agent OS: multi-graph memory, Tasks, Skills, A2A, attestation, OpenTelemetry. no licence · released 2026-08-23 | n/a |
Malaysian LHDN e-invoicing (MyInvois) compliance rules: scope, validation, change-diffs. no licence · released 2026-06-17 | n/a |
Yet Another Yandex Wiki MCP Server. no licence · released 2026-04-06 | n/a |
MCP server for Yandex Tracker API. no licence · released 2026-07-21 | n/a |
The DNS/SMTP for AI agents: cross-protocol discovery, messaging and transactions. No middleman fees. no licence · released 2026-06-06 | n/a |
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