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 |
|---|---|
Korean ad-compliance linter for cosmetics and health-food marketing copy no licence · released 2026-07-18 | n/a |
Tech product recommendations for Chile with real prices in CLP. no licence · released 2026-03-24 | n/a |
73 deterministic quant tools for AI agents. LLMs drift on Black-Scholes; these are exact math. no licence · released 2026-05-31 | n/a |
LLM-optimized Figma MCP server. no licence · released 2026-03-10 | n/a |
LLM-optimized Figma MCP server. no licence · released 2026-07-23 | n/a |
Go code coverage analysis tool with MCP server for AI-powered coverage workflows no licence · released 2026-06-02 | n/a |
Encrypted environment variable vault with AI access policies, keeping secrets safe from AI agents. no licence · released 2026-04-09 | n/a |
Official MCP server for Agentwork — delegate tasks to AI agents with human-in-the-loop no licence · released 2026-02-22 | n/a |
Manage RD Station CRM contacts, deals, tasks and notes, with pipeline health reports no licence · released 2026-08-05 | n/a |
DeFi data API for AI agents — pay-per-call via x402/USDC on Base no licence · released 2026-02-26 | n/a |
Stateful OpenAPI sandbox for AI agents to validate API integrations end-to-end. no licence · released 2026-05-14 | n/a |
YouTube transcripts for AI agents: videos, channels, playlists, search. Timestamps, SRT, VTT. no licence · released 2026-08-27 | n/a |
US telecom availability and intelligence by address, with FCC provenance. Fiber-first. no licence · released 2026-08-08 | n/a |
Windows-only headless LLM task automation engine with scheduling via Windows Task Scheduler. no licence · released 2026-05-25 | n/a |
Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, file I/O, memory. no licence · released 2026-05-25 | n/a |
Secure MCP server for sandboxed filesystem operations with document parsing support. no licence · released 2026-05-25 | n/a |
Multi-channel messaging MCP server for Slack, Telegram, Email, KakaoTalk, and Discord. no licence · released 2026-05-25 | n/a |
Korean public data API gateway for discovering and calling data.go.kr APIs from MCP clients. no licence · released 2026-05-25 | n/a |
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization. no licence · released 2026-05-25 | n/a |
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, audit every decision. no licence · released 2026-06-17 | n/a |
Upload files to file.kiwi and get shareable links instantly. no licence · released 2026-03-17 | n/a |
Always-on SEC EDGAR watcher: ~45s alerts when an insider files a Form 4 or a firm drops an 8-K. no licence · released 2026-06-16 | n/a |
13 neural engines for time-series anomaly detection, classification, and root cause analysis. no licence · released 2026-04-04 | n/a |
Lender-level FHA denial statistics from the full 2025 federal HMDA record. Historical data only. no licence · released 2026-08-17 | n/a |
MCP App that renders Mermaid diagrams as interactive UI in Claude, VS Code and other MCP clients no licence · released 2026-03-22 | n/a |
Finhay Securities — stock prices, portfolio, gold, crypto, and macro data via AI no licence · released 2026-04-10 | n/a |
Hosted MCP for stocks, options, Greeks, brokers, order previews, alerts, and workflows. no licence · released 2026-05-05 | n/a |
AI-native zero-config CI/CD. 19 languages, 40+ frameworks. Free forever. no licence · released 2026-04-07 | n/a |
Gives AI development tools Firebase-specific capabilities and expertise. no licence · released 2025-12-04 | n/a |
Non-invasive AI Agent monitoring — audit every API call to Shopify, Meta Ads, and more no licence · released 2026-04-17 | n/a |
30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more. no licence · released 2026-03-16 | n/a |
Versioning de code et génération de documentation intelligents. Supporte CLI, API REST, et MCP. no licence · released 2025-11-15 | n/a |
Serveur MCP pour l'orchestration de tâches distantes (SSH/SFTP) avec une file d'attente persistante. no licence · released 2025-11-14 | n/a |
Scan GitHub repos and profiles for malware before cloning — commit-pinned risk verdicts for agents no licence · released 2026-07-08 | n/a |
Earn FLAT tokens (CPI-pegged stablecoin) by completing bounties. No wallet required. no licence · released 2026-07-28 | n/a |
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight tracking (unofficial) no licence · released 2026-02-28 | n/a |
MCP server for accessing Yazio user & nutrition data (unofficial) no licence · released 2026-02-28 | n/a |
Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links. no licence · released 2026-03-28 | n/a |
Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination. no licence · released 2026-09-07 | n/a |
MCP server for Florentine.ai - Natural language to MongoDB aggregations no licence · released 2025-10-07 | n/a |
Gives an AI agent a disposable email and a real UK phone number to test signup flows. no licence · released 2026-08-11 | n/a |
Rent a real UK phone number and receive SMS/OTP codes — built for AI coding agents. no licence · released 2026-08-10 | n/a |
Real-time Fronius inverter data in Claude — PV, battery, grid and smart meter via local Solar API. no licence · released 2026-04-18 | n/a |
Flowpack: Shopify design catalog — badge/button/bar looks, honest-urgency presets, diagnosis. no licence · released 2026-08-05 | n/a |
Create workflow, sequence, architecture, and mind map diagrams via AI assistants. no licence · released 2026-08-11 | n/a |
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time. no licence · released 2026-04-08 | n/a |
18 AI product-management robots for market research, financials, and execution specs. No API keys no licence · released 2026-07-05 | n/a |
Holonovel MCP server: world-model base for tabletop RPG play (rooms, parser, narrative tools). no licence · released 2026-09-07 | n/a |
Multi-provider research MCP server: unified web search, fact-checking, personal knowledge base. no licence · released 2026-09-06 | n/a |
Code intelligence MCP server — impact analysis, semantic search, dependency graphs no licence · released 2026-05-06 | n/a |
Portfolio and strategy stress diagnostics with hedge-break detection and regime outlook. Free tier. no licence · released 2026-08-01 | n/a |
41 tools for Adobe Edge Delivery Services: read, audit, track, monitor, fix, publish, undo — safely. no licence · released 2026-08-20 | n/a |
Identifies biological species, returning Latin names with confidence scores. no licence · released 2026-01-17 | n/a |
Discover, invoke, and trustlessly verify ForceDream AI agents with cryptographic proofs. 17 tools. no licence · released 2026-08-21 | n/a |
Your office's procedures inside Claude or ChatGPT - verified citations or an honest refusal. no licence · released 2026-08-25 | n/a |
Route x402 payments, Pyrimid affiliate splits, and referral links. Vendor-neutral, adapter-based. no licence · released 2026-09-01 | n/a |
Agent Readiness MCP — the free Agent Readiness scanner as an MCP server. Measures your ASO Score. no licence · released 2026-09-01 | n/a |
Real-time anomaly detection for blockchain, aviation, GitHub, mempool, and depeg signals. no licence · released 2026-09-01 | n/a |
ASO Scanner — the free Agent Readiness scanner as an MCP server. Measures your ASO Score (Agent. no licence · released 2026-09-01 | n/a |
ASO Score MCP — the free ASO Score scanner as an MCP server. Measures your ASO Score (Agent. no licence · released 2026-09-01 | n/a |
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