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 |
|---|---|
Translation Ai automation via MCP. Includes translate text, detect language, check grammar. By MEOK no licence · released 2026-08-19 | n/a |
AI-powered translator pro ai MCP server for agents. Supports translate text, detect language no licence · released 2026-08-19 | n/a |
Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestation. Built by MEOK AI no licence · released 2026-08-19 | n/a |
UK AI regulation compliance tools for AI agents. Capabilities: UK risk classification, AISI no licence · released 2026-08-19 | n/a |
UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper five principles ... no licence · released 2026-08-19 | n/a |
AI-powered unit converter ai MCP server for agents. Supports convert length, convert weight no licence · released 2026-08-19 | n/a |
Url Ai MCP server. Tools: parse url, shorten url data, check url safety. Built by MEOK AI Labs. no licence · released 2026-08-19 | n/a |
AI-powered uuid ai MCP server for agents. Supports generate uuid, parse uuid, generate ulid. By no licence · released 2026-08-19 | n/a |
AI-powered validator ai MCP server for agents. Supports validate json, validate email, validate no licence · released 2026-08-19 | n/a |
AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node no licence · released 2026-08-19 | n/a |
Video Editing Ai MCP server. Tools: split scenes, generate subtitles, thumbnail data. Built by MEOK no licence · released 2026-08-19 | n/a |
Voice Audio MCP server. Tools: text to speech, list voices, transcribe. Built by MEOK AI Labs. no licence · released 2026-08-19 | n/a |
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 deadline (compress... no licence · released 2026-08-19 | n/a |
Weather Ai tools for AI agents. Capabilities: get current conditions, get forecast, get historical no licence · released 2026-08-19 | n/a |
AI-powered web research MCP server for agents. Supports web search, browse page, extract... no licence · released 2026-08-20 | n/a |
Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log webhook event, replay no licence · released 2026-08-19 | n/a |
MCP server for workout planner ai. Features create workout, track progress, suggest exercises. From no licence · released 2026-08-19 | n/a |
Writing Assistant Ai tools for AI agents. Capabilities: generate headlines, score readability no licence · released 2026-08-19 | n/a |
AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml json, lint yaml. By no licence · released 2026-08-19 | n/a |
AI bookkeeper. Connect QuickBooks to Claude Desktop. no licence · released 2026-04-18 | n/a |
Claude Code 中文写作四合一工具箱：文本分析（字数/段落/阅读时间）、结构化大纲生成（论文/小说/商业计划书）、GB/T 7714 参考文献格式化、中文字频统计。纯本地运行。 no licence · released 2026-07-17 | n/a |
MCP server for 1Password service accounts — tools and resources for vaults and credentials no licence · released 2026-07-04 | n/a |
Give AI agents clean, LLM-ready web data — scrape any URL to markdown or extract structured JSON. no licence · released 2026-06-15 | n/a |
Disposable private vector search + semantic RAG for AI agents. x402 pay-per-call, no account. no licence · released 2026-07-24 | n/a |
Community-built, comprehensive MCP server for the SecurityScorecard API (unofficial). no licence · released 2026-08-12 | n/a |
Local-first AI memory with causal graphs. Fully offline, zero config, your data stays local. no licence · released 2026-03-16 | n/a |
Research storefront for AI agents: fixed GBP prices, evidence ledgers, citation-refund guarantee. no licence · released 2026-07-10 | n/a |
Search listings, message posters, and create draft posts on Capmus, the university marketplace no licence · released 2026-07-11 | n/a |
Search listings, message posters, and create drafts on SUpost, the marketplace for Stanford no licence · released 2026-07-11 | n/a |
177 crypto market intel endpoints with auto x402 USDC micropayments from your AI agent no licence · released 2026-05-20 | n/a |
Live crypto market signals for AI agents: perp liquidations, funding, OI positioning, yield, FX. no licence · released 2026-06-10 | n/a |
Pull Deep Memory from across your Claude Code Sessions — when you need it. no licence · released 2026-05-04 | n/a |
Validate, extract, repair and generate French Factur-X / EN16931 invoices via AgentForge API no licence · released 2026-06-15 | n/a |
MCP server (stdio): fetch web pages as clean readable markdown via the AgentForge API no licence · released 2026-06-15 | n/a |
MCP server (stdio): repair broken/malformed JSON via the AgentForge API no licence · released 2026-06-15 | n/a |
MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API no licence · released 2026-06-15 | n/a |
MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via the AgentForge API no licence · released 2026-06-15 | n/a |
MCP server (stdio): check if URLs are alive (status, redirects, latency) via the AgentForge API no licence · released 2026-06-15 | n/a |
MCP server for Amazon SP-API - real-time inventory health, sales metrics, and price updates no licence · released 2026-08-02 | n/a |
Agent-first MCP server for WeChat Mini Program debugging & automation via WeChat DevTools. no licence · released 2026-07-01 | n/a |
Compile, describe, lint, validate, score and repair multi-storey and curved ArchLang floor plans. no licence · released 2026-09-04 | n/a |
Evidence-backed Skilled Worker sponsor change-impact decisions for England. no licence · released 2026-09-08 | n/a |
Read Australian Commonwealth law as it stood on any date, and verify citations against the register no licence · released 2026-08-20 | n/a |
A powerful MCP server for AI-driven Jupyter Notebook management and execution no licence · released 2025-09-17 | n/a |
Code intelligence MCP server: impact analysis, dependency graphs, dead code detection. no licence · released 2026-02-11 | n/a |
MCP server for Unreal Engine 5 with 23 tools for game development automation. no licence · released 2026-06-05 | n/a |
Read your VarianTrade portfolio, positions, risk and signals. Trades are proposal-only. no licence · released 2026-08-10 | n/a |
Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules. no licence · released 2026-07-12 | n/a |
Korean fact-verification tools for AI agents: business registration, address, DART, apt prices, laws no licence · released 2026-08-26 | n/a |
License-aware images for markdown: CC/stock search, screenshots, Mermaid diagrams, provenance no licence · released 2026-08-31 | n/a |
Neutral, non-custodial MCP payment router: discover rails, then pay across them. no licence · released 2026-06-23 | n/a |
Work with a remote host over FTP/FTPS/SFTP, SSH, and MySQL. no licence · released 2026-07-30 | n/a |
Attribution and settlement infrastructure for AI agent content access over HTTP 402 and MCP. no licence · released 2026-07-29 | n/a |
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_activity). no licence · released 2026-06-18 | n/a |
Pure-Go browser for AI: fetch pages, render JS without Chromium, return clean Markdown over MCP. no licence · released 2026-07-06 | n/a |
252 AI Skills: MBTI, fact-check, deep analysis. Alipay pay-per-use. Free 10 calls/day. no licence · released 2026-07-14 | n/a |
PingCheck status monitoring for AI agents. Read public pages or your own monitors via pk_ API key. no licence · released 2026-07-26 | n/a |
Apple Music MCP server — search catalog, manage playlists, and access your library via Claude. no licence · released 2026-03-07 | n/a |
Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth no licence · released 2026-06-28 | n/a |
MCP server for ClawCall — AI-powered US phone calling. no licence · released 2026-06-07 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0