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 |
|---|---|
25 calculadoras financieras en español: ratios, WACC, DCF, VAN/TIR, DuPont y tributario Chile no licence · released 2026-07-23 | n/a |
Flickr MCP server — tag photos, write descriptions, set titles, and add photos to groups using AI. no licence · released 2026-06-07 | n/a |
Convert files, run PDF/image tools, create billing links, and report feedback. no licence · released 2026-06-30 | n/a |
ATAG 2.0 (Authoring Tool Accessibility Guidelines) guidance for authoring tool developers no licence · released 2026-07-07 | n/a |
Payment layer for AI agents. One MCP, five protocols, thousands of paid APIs your agent can call. no licence · released 2026-05-10 | n/a |
MCP server for data visualization with Mermaid charts. no licence · released 2025-09-24 | n/a |
MCP server for data visualization with Mermaid charts. no licence · released 2025-09-22 | n/a |
Generate 18 diagram types from structured JSON natively. Built for LLMs and agents. no licence · released 2026-06-23 | n/a |
Returns the latest package / dependency / tool versions for Python, NPM, Go, Docker, Helm, etc. no licence · released 2026-02-07 | n/a |
AI Content Creation Assistant for Korean creators - Trend analysis & SEO no licence · released 2025-12-27 | n/a |
AI-powered app test automation for iOS, Android, Flutter, React Native, Web no licence · released 2025-12-27 | n/a |
Auto-document vibe coding sessions - collect, summarize, and publish no licence · released 2025-12-27 | n/a |
Tabler.io for AI assistants: search 5,000+ icons, UI components, layouts, themes and docs. no licence · released 2026-07-16 | n/a |
E-commerce storefront over MCP: public catalog tools plus token-gated back-office tools. no licence · released 2026-08-05 | n/a |
Unofficial MCP server for Karbon practice management: contacts, work, time, invoices, payments. no licence · released 2026-07-16 | n/a |
Solana KOL trading intelligence & deployer analytics via x402 micropayments or API key. no licence · released 2026-09-02 | n/a |
Real-time Firestore schema context for AI coding agents. Stop hallucinating field names. no licence · released 2026-03-04 | n/a |
Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly. no licence · released 2026-02-25 | n/a |
Claim-level provenance preflight for sanitized nonfiction passages; automated triage only. no licence · released 2026-07-29 | n/a |
Connect Claude, Cursor, or any MCP client to your FlowContent account no licence · released 2026-04-27 | n/a |
Catalogue, accords mets-vins et points de vente des vins d'Occitanie de Maison CHAPE. no licence · released 2026-09-04 | n/a |
An MCP server that converts Figma designs into React code. no licence · released 2026-03-18 | n/a |
FARPY routes GPU workloads to qualified compute and returns verified artifacts and receipts. no licence · released 2026-09-03 | n/a |
MCP server for .NET memory profiling — in-process heap snapshots via EventPipe with leak heuristics no licence · released 2026-08-24 | n/a |
Self-hosted web research for MCP agents. no licence · released 2026-07-27 | n/a |
Stamp any data to the Markovian chain for a verifiable provenance receipt. Proves timing, not truth. no licence · released 2026-06-29 | n/a |
Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic. no licence · released 2026-06-15 | n/a |
MCP server for Pear Protocol: markets, positions, orders, portfolio, and gated trade execution. no licence · released 2026-07-18 | n/a |
Any social-video URL → transcript, metadata, frames, OCR, summary, search, Q&A. MCP server + x402. no licence · released 2026-07-28 | n/a |
Parse JavaScript error stack traces back to original source code using source maps no licence · released 2025-09-10 | n/a |
Massed Compute MCP — GPU inventory, VM lifecycle, billing, SSH keys, and setup recipes. no licence · released 2026-07-31 | n/a |
Persistent, agent-owned memory with encrypted storage and shared knowledge commons. no licence · released 2026-04-22 | n/a |
Universal search engine for AI agents. Discover products, services, and businesses via MCP. no licence · released 2026-04-21 | n/a |
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wallet-free trial. no licence · released 2026-04-24 | n/a |
Visa and entry requirements for any passport/destination pair, in 15 languages. Free key. no licence · released 2026-08-22 | n/a |
Build Laravel apps through conversation. Code stored as structured JSON for surgical AI edits. no licence · released 2026-07-08 | n/a |
Embedded graph database for agents: declare association rules once, edges maintain themselves. no licence · released 2026-08-28 | n/a |
Neuro-symbolic memory for LLMs (POC) no licence · released 2025-12-06 | n/a |
Access Smartschool courses, grades, assignments, and messages through the Model Context Protocol no licence · released 2025-10-07 | n/a |
Maps API JSON to Vue/React components with Zod schemas and live UI previews no licence · released 2025-12-07 | n/a |
Work a running OrcaSlicer with AI: slice, tune, and understand what each setting costs no licence · released 2026-09-06 | n/a |
An MCP server for analyzing startup financial health and generating metrics reports locally. no licence · released 2026-05-01 | n/a |
Robinhood Chain stock token data — price, split-adjusted supply, DeFi, corporate actions, movers. no licence · released 2026-08-20 | n/a |
AI meal planning: generate weekly plans, manage recipes, and send groceries to Kroger. no licence · released 2026-03-21 | n/a |
MCP server for weather, climate, air quality, agriculture, pollen and geocoding from measurespace.io no licence · released 2026-02-28 | n/a |
Branchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred. no licence · released 2026-07-18 | n/a |
MCP server exposing the YourImageShare upload API (upload/list/delete) as tools for AI agents. no licence · released 2026-08-16 | n/a |
Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 blueprints, 18 tools no licence · released 2026-02-27 | n/a |
Shared, versioned knowledge for AI coding agents: cited retrieval and publishing of OKF bundles. no licence · released 2026-08-23 | n/a |
Connect AI agents to Alpaca Cloud: Postgres, Auth, Storage, Sandboxes, and Workflows. no licence · released 2026-06-18 | n/a |
Privacy-first PDF tools over MCP: merge, split, rotate, delete, compress, protect, inspect. no licence · released 2026-05-31 | n/a |
Memori MCP server — persistent AI memory with recall and augmentation tools no licence · released 2026-03-26 | n/a |
MCP server to publish to Substack, Ghost, Dev.to, WordPress, LinkedIn + 5 more from Claude Code. no licence · released 2026-04-16 | n/a |
Generic MCP server for calling x402-protected APIs with automatic payment handling no licence · released 2026-03-30 | n/a |
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host no licence · released 2026-04-02 | n/a |
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools no licence · released 2026-07-06 | n/a |
Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client no licence · released 2026-03-16 | n/a |
Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions. no licence · released 2026-07-26 | n/a |
Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions. no licence · released 2026-07-26 | n/a |
Leased dev environments — every server dies when its AI session ends. no licence · released 2026-09-03 | n/a |
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