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 |
|---|---|
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from your AI no licence · released 2026-03-24 | n/a |
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and manage app releases. no licence · released 2026-03-24 | n/a |
Local AES-256-GCM vault for AI agents. Secrets stay local, LLMs never see real API keys. no licence · released 2026-04-25 | n/a |
MCP server for Agon Gateway x402, Helius Wallet, and Tokens API market data. no licence · released 2026-05-02 | n/a |
MCP server for Agon Protocol state reads and prepare-only payment-channel actions. no licence · released 2026-05-02 | n/a |
DataOps ClickHouse MCP server with query optimization and pipeline monitoring no licence · released 2026-03-19 | n/a |
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring no licence · released 2026-03-19 | n/a |
MCP server for VibeScan — scan projects for leaked secrets and security issues no licence · released 2026-03-19 | n/a |
Google Search, Shopping, Jobs, and YouTube tools backed by SearchApi.io no licence · released 2026-09-05 | n/a |
Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue. no licence · released 2026-08-11 | n/a |
Verify, discover, and rate AI agents before transacting. no licence · released 2026-08-12 | n/a |
Rust-native MCP server for Office document processing no licence · released 2026-06-16 | n/a |
MCP server for HTML generation from AI agents no licence · released 2026-06-16 | n/a |
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten. no licence · released 2026-05-15 | n/a |
Hydite MCP no licence · released 2026-05-27 | n/a |
Create editable Draw.io architecture diagrams from prompts and reference images. no licence · released 2026-08-14 | n/a |
The runtime your agent deploys to — DB, storage, and a public URL in one MCP call. no licence · released 2026-08-07 | n/a |
Search RBI & SEBI circulars, master directions and regulations. Offline SQLite index, no API keys. no licence · released 2026-06-13 | n/a |
Indian stock market: NSE/BSE quotes, fundamentals, mutual fund NAV, F&O chains, IPOs. No API keys. no licence · released 2026-06-12 | n/a |
Tixxly MCP server — connect AI agents to tours, experiences, and activities no licence · released 2026-03-26 | n/a |
MCP server for AKKA Finance DEX aggregator — swap quotes, routes, and execution no licence · released 2026-06-04 | n/a |
MCP server for James Bloom MockServer - create expectations, verify requests, and manage mock state no licence · released 2025-12-16 | n/a |
Standalone MCP server with PASH compression. Saves ~87% LLM tokens via dynamic tool registration. no licence · released 2026-06-17 | n/a |
Governance layer for agentic AI — signed, verifiable receipts for every agent action. no licence · released 2026-07-05 | n/a |
Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks no licence · released 2026-09-03 | n/a |
Unofficial MCP server for Google Ads: reporting plus safe draft/confirm campaign management. no licence · released 2026-08-13 | n/a |
Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing. no licence · released 2026-05-30 | n/a |
Persistent memory for AI agents. Store, recall, and share knowledge across sessions. no licence · released 2026-03-24 | n/a |
Local MCP proxy: collapses N servers' tools into 4 meta-tools and compresses large tool outputs. no licence · released 2026-07-28 | n/a |
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models. no licence · released 2026-05-16 | n/a |
MCP server for S.C.A.L.A. Score API — let Claude, ChatGPT, and AI agents search 250M+ companies no licence · released 2026-06-16 | n/a |
MCP server that spawns and drives Claude Code sessions via claude-wrap. no licence · released 2026-06-01 | n/a |
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys required. no licence · released 2026-06-04 | n/a |
An MCP server for weather information. no licence · released 2026-01-12 | n/a |
Counterparty risk scoring for agentic commerce via x402 micropayments. no licence · released 2026-03-29 | n/a |
Proton Mail MCP via Bridge (IMAP/SMTP) · 13 tools · dual transport stdio + HTTP. no licence · released 2026-05-02 | n/a |
Spawns an ephemeral Ubuntu VM with project clone, shell exec, file I/O, and auto-destroy on TTL. no licence · released 2026-05-30 | n/a |
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++ no licence · released 2026-03-04 | n/a |
Build Elementor sites with AI agents - native, editable pages via ~90 MCP tools. Free & MIT. no licence · released 2026-08-11 | n/a |
B2B lead search and email verification MCP server no licence · released 2026-05-24 | n/a |
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only. no licence · released 2026-06-26 | n/a |
Play chess live against your own personal AI agent — OpenClaw, Hermes, and similar. no licence · released 2026-07-04 | n/a |
Provider resolution for AI apps — search, rank, hold, confirm bookings across your provider network. no licence · released 2026-07-31 | n/a |
Measure whether your AI agrees with itself using statistical consensus metrics. no licence · released 2026-04-06 | n/a |
An MCP server greeting no licence · released 2025-10-22 | n/a |
Finds Angular Reactive Forms and returns verified Signal Forms recipes. Never edits code. no licence · released 2026-08-24 | n/a |
Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentration, hedging. 50-state. no licence · released 2026-09-07 | n/a |
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-call. no licence · released 2026-05-30 | n/a |
MCP server for Mappls (MapMyIndia) — India-first maps API for AI agents no licence · released 2026-05-02 | n/a |
French-first SEO: semantic content guides, scoring, E-E-A-T audits for Google, ChatGPT & Claude. no licence · released 2026-07-16 | n/a |
Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools. no licence · released 2026-03-04 | n/a |
MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, claim status. no licence · released 2026-08-01 | n/a |
The Graph-Native Intelligence Layer for Code. no licence · released 2026-01-07 | n/a |
Token-efficient semantic compression for numerical data. 95%+ token reduction. no licence · released 2025-12-12 | n/a |
Index source code into a local knowledge base, search with keyword + semantic + hybrid modes. no licence · released 2026-04-05 | n/a |
Generate images, videos, and audio using 100+ AI models via muapi.ai. no licence · released 2026-06-11 | n/a |
Submit architecture docs, get a consulting-grade traceability audit at a shareable URL no licence · released 2026-06-11 | n/a |
Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams no licence · released 2026-06-11 | n/a |
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability. no licence · released 2026-06-19 | n/a |
Governed support MCP: answers only KB-grounded questions with citations, escalates the rest. no licence · released 2026-08-21 | n/a |
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