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 |
|---|---|
7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize no licence · released 2026-02-02 | n/a |
Generate Express.js backend projects with ORMs, auth, payments, and DevOps no licence · released 2026-06-26 | n/a |
Manage Apple iCloud Calendar through a reliable CalDAV MCP server. no licence · released 2026-08-18 | n/a |
A dead-simple, self-hosted MCP server for securely querying databases via AI agents. no licence · released 2026-08-13 | n/a |
Cron expression parser: explains any cron + returns next N fire times. Timezone-aware. no licence · released 2026-04-23 | n/a |
RLHF feedback loop for AI agents. Capture signals, promote memories, block mistakes, export DPO. no licence · released 2026-03-11 | n/a |
Failure-memory layer for coding agents: search verified debugging lessons by error text. no licence · released 2026-09-06 | n/a |
Multi-instance read-only MCP server for ServiceNow no licence · released 2026-08-09 | n/a |
MCP server for Incode IDV, providing identity verification tools for AI assistants. no licence · released 2025-11-17 | n/a |
Trending hip-hop artist momentum scores across four cultural dimensions. no licence · released 2026-04-02 | n/a |
Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish. no licence · released 2026-08-09 | n/a |
Graph-based memory system for LLMs with knowledge graphs and semantic search. no licence · released 2026-06-25 | n/a |
Cardano MCP — transactions, addresses, UTxOs, balances, ADAHandles & stake delegation no licence · released 2026-03-08 | n/a |
Indigo Protocol MCP — iAsset prices, CDP analytics, stability pools, staking & governance no licence · released 2026-09-07 | n/a |
Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learning loop. no licence · released 2026-07-20 | n/a |
MCP Server para Salesforce Marketing Cloud: valida queries do Automation Studio antes de rodar. no licence · released 2026-07-12 | n/a |
Blockchain compliance: screen wallets vs OFAC SDN + threat intel, open cases, generate SAR drafts no licence · released 2026-05-18 | n/a |
A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra. no licence · released 2025-10-10 | n/a |
Create free invoices from your AI assistant via a pre-filled blankinvoicemaker.com link. no licence · released 2026-06-16 | n/a |
Provision Postgres databases + webhooks from AI coding agents in one HTTP call. no licence · released 2026-04-19 | n/a |
Check if a domain can be email-spoofed: SPF, DMARC, DKIM, MX graded from public DNS. Authless. no licence · released 2026-08-25 | n/a |
Market & competitive intelligence for Claude & AI assistants: trends, alerts, keywords & more. no licence · released 2026-06-30 | n/a |
Multi-source entity enrichment: company data, contacts, email verification, and phone validation no licence · released 2026-03-15 | n/a |
Text extraction, keyword extraction, language detection, and chunking for RAG no licence · released 2026-03-15 | n/a |
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more no licence · released 2025-11-19 | n/a |
Lemon Squeezy SDK as MCP server. Give your AI assistant access to payment and subscription data. no licence · released 2026-01-31 | n/a |
Verifiable US tax oracle for AI agents: cited, machine-checkable federal and state tax computation no licence · released 2026-07-23 | n/a |
Supplement safety for AI agents. 1,500+ rules, NIH+FDA data, quality grading A-D. no licence · released 2026-09-05 | n/a |
Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insights. no licence · released 2026-05-15 | n/a |
Sandboxed shell exec for MCP clients: run untrusted agent commands in a gVisor container. no licence · released 2026-09-03 | n/a |
LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG. no licence · released 2026-08-01 | n/a |
Connects ChatGPT to your Apple Calendar via a local Mac agent + Vercel relay no licence · released 2026-08-01 | n/a |
Remote MCP connector for eBay, Shopify, Best Buy & Etsy marketplace data via the Commerce API no licence · released 2026-08-01 | n/a |
Dev-registry data: npm/PyPI/Docker/VS Code packages, dep graphs, vulns, 50+ ecosystems. no licence · released 2026-08-01 | n/a |
Unified jobs search over official feeds + ATS boards (USAJOBS, Adzuna, Muse, Greenhouse, Lever...) no licence · released 2026-08-01 | n/a |
MCP connector for iMessage & Contacts via a local Mac agent + Vercel relay no licence · released 2026-08-01 | n/a |
Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac agent + MCP relay. no licence · released 2026-08-01 | n/a |
U.S. real-estate data: property records, AVM value + rent estimates, sale/rental listings. no licence · released 2026-08-01 | n/a |
MCP connector for Apple Reminders — search, create, complete, and edit via your own Mac. no licence · released 2026-08-01 | n/a |
Search and reason over your Obsidian-style Markdown vault, right from ChatGPT. no licence · released 2026-08-01 | n/a |
MCP connector that lets ChatGPT list, search, and run your Apple Shortcuts via a local Mac agent no licence · released 2026-08-01 | n/a |
Unified social-media data across 10 networks: profiles, posts, search, comments, cross-search. no licence · released 2026-08-01 | n/a |
Remote MCP connector for App Store + Google Play data via StoreBridge API. No auth required. no licence · released 2026-08-01 | n/a |
Persistent, policy-controlled missions for AI agents operating local and SSH environments. no licence · released 2026-07-31 | n/a |
Read-only Objective-to-Capability Trust Router for source-traced MCP/API candidates. no licence · released 2026-05-30 | n/a |
Facebook Pages MCP server for the Meta Graph API — publishing, insights, moderation, messaging no licence · released 2026-08-27 | n/a |
ServiceNow MCP server — 67 tools over the full REST surface, every auth method, flows, diagrams. no licence · released 2026-06-27 | n/a |
Safety-first X (Twitter) API v2 MCP server: 41 typed tools across 12 packages, policy-gated. no licence · released 2026-08-29 | n/a |
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games. no licence · released 2025-09-12 | n/a |
An MCP server to extract keyphrases from a text with the BERT model no licence · released 2025-10-15 | n/a |
Paris commercial premises from open data: shopfront history, street turnover, sourced figures. no licence · released 2026-09-03 | n/a |
Give AI agents a persistent pixel-art character reflecting their state in real time. no licence · released 2026-06-03 | n/a |
Score how visually compatible two photos are (1-10), with sub-scores and an explanation. no licence · released 2026-06-25 | n/a |
日本の公的データ（統計・法人・不動産）にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3API統合。全国約1,700市区町村対応。 no licence · released 2026-02-26 | n/a |
Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffic, resolve fixes. no licence · released 2026-07-23 | n/a |
Agent network intelligence for AI agents. Trust scoring, broker discovery, and Ed25519 identity. no licence · released 2026-02-21 | n/a |
Agent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config. no licence · released 2026-03-10 | n/a |
MCP server for TalkToPlanB: list rooms, read & send messages (WhatsApp alternative). no licence · released 2026-06-07 | n/a |
ShotFlow MCP Server — AI分镜脚本与视频生成智能体，支持生成专业分镜、视频、镜头重生成、配额查询等能力。 no licence · released 2026-07-02 | n/a |
A stdio connector for the local ae-mcp After Effects panel; install the AE extension separately. no licence · released 2026-08-26 | n/a |
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