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 |
|---|---|
Long-term memory for AI agents — your Obsidian vault as searchable persistent memory. no licence · released 2026-07-22 | n/a |
Repertoire & program archive for classical vocalists. Match works from posters, save, search. no licence · released 2026-06-02 | n/a |
MCP server for AI-driven console application automation and monitoring no licence · released 2025-10-05 | n/a |
Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%. no licence · released 2026-07-20 | n/a |
Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge no licence · released 2026-03-31 | n/a |
Discover, evaluate, and compare SaaS APIs. Agent-verified scores and metrics. no licence · released 2026-03-13 | n/a |
Monetize your MCP server or CLI: live OpenCrater network stats + how maintainers earn USDC. no licence · released 2026-06-23 | n/a |
Open-source tax skills for AI across 134 countries. no licence · released 2026-04-17 | n/a |
Unlimited agent mailboxes — create identities, read/wait for mail, extract OTPs, send email. no licence · released 2026-09-08 | n/a |
An MCP server that provides visual memory and context storage with knowledge graph capabilities no licence · released 2025-09-20 | n/a |
Connect Claude Code, Cursor & Windsurf to 2,600+ enterprise data sources with one binary. no licence · released 2026-07-31 | n/a |
Encrypted mail, shared memory, and persistent context for AI agents. no licence · released 2026-03-31 | n/a |
Local tools for planning and validating focused browser-game prototypes. no licence · released 2026-07-28 | n/a |
Golf for AI agents — every US course free, plus open contribution, identity & tournaments. no licence · released 2026-07-11 | n/a |
Score your specs before feeding them to an LLM. MCP server with radar chart visualization. no licence · released 2026-02-28 | n/a |
Agent-native hosting: deploy any folder to a live URL in one command. No approve tool. no licence · released 2026-07-18 | n/a |
Security testing MCP server for penetration testing, forensics, and vulnerability assessment no licence · released 2026-03-25 | n/a |
Push HTML prototypes to DesignPin for team review and pull reviewer feedback into your AI. no licence · released 2026-05-02 | n/a |
US import duty research: HTS codes, Chapter 99 duties, MPF/HMF fees, landed cost. USITC data. no licence · released 2026-09-05 | n/a |
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code scanning no licence · released 2026-02-27 | n/a |
AI visibility checker: does AI recommend your brand? GEO/AEO, runs locally, BYO keys. CLI + MCP. no licence · released 2026-07-25 | n/a |
Polymarket smart-money analytics: whale leaderboard, wallet P&L, market consensus, live alerts no licence · released 2026-08-21 | n/a |
Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP no licence · released 2026-02-26 | n/a |
Multi-account Google Workspace MCP — Gmail, Calendar, Drive, Sheets, Docs with smart routing. no licence · released 2026-08-17 | n/a |
SQL static analysis & query-equivalence for Postgres, MySQL, SQLite, and SQL Server no licence · released 2026-07-16 | n/a |
Search independent software the big engines bury: indie apps, open-source repos, and dev tools. no licence · released 2026-07-05 | n/a |
MCP server for Should I Go? — real-time surf conditions for 73+ beaches worldwide no licence · released 2026-03-09 | n/a |
Simple Language LSP-MCP bridge — definition, references, hover, symbols, and diagnostics no licence · released 2026-04-29 | n/a |
Simple Language MCP server — code intelligence, debugging, build, test, and VCS tools no licence · released 2026-04-29 | n/a |
TRACE32 CMM LSP via MCP — parse, diagnostics, completions, hover, symbols no licence · released 2026-04-29 | n/a |
TRACE32 debugger MCP — session, dialog, field, history, resource inspection no licence · released 2026-04-29 | n/a |
UK public procurement data for AI agents: tenders, contracts, buyer and supplier profiles. no licence · released 2026-07-03 | n/a |
25 pay-per-call UK data & verification tools for AI agents. x402 USDC on Base; free quote mode. no licence · released 2026-07-23 | n/a |
An MCP server that provides tools to author OSCAL security compliance documentation no licence · released 2026-02-26 | n/a |
Source-cited data-handling comparison of 11 AI vendors: training, retention, opt-out. no licence · released 2026-08-15 | n/a |
Daily Argentina food & beverage price index, source-cited from public retailer prices. no licence · released 2026-08-15 | n/a |
REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP client no licence · released 2026-03-24 | n/a |
MCP server for Plonk: macOS window zones, workspaces, keep-awake, screenshots and on-device OCR. no licence · released 2026-08-29 | n/a |
An MCP server and app to search and browse your photos while preserving your privacy no licence · released 2026-07-27 | n/a |
Campground discovery, availability, planning, and booking handoffs across US public lands. no licence · released 2026-04-28 | n/a |
Identity resolution MCP server for phone/email lookups across 31+ services. Global + India coverage. no licence · released 2026-01-28 | n/a |
Generate production-ready chart code (Recharts, Chart.js, ECharts, Plotly) from a prompt. no licence · released 2026-05-13 | n/a |
a qweather mcp server no licence · released 2025-09-10 | n/a |
Stealth browser MCP server — anti-detection Chromium with snapshot-first agent interface no licence · released 2026-04-04 | n/a |
MCP server for OpenRouter management API: credits, key CRUD, activity drill-down, dashboard. no licence · released 2026-04-26 | n/a |
MCP server for OriginalVoices - Ask AI twins questions about any audience no licence · released 2026-01-14 | n/a |
An MCP server for weather information. no licence · released 2026-06-02 | n/a |
Watch video and live sessions, keep timestamped evidence, and verify an agent's own work. no licence · released 2026-09-08 | n/a |
Search and browse 2,900+ official GitLab documentation pages via MCP no licence · released 2026-09-07 | n/a |
Webhook & callback layer for AI agents: create a URL, wait_for_callback, and verify over MCP. no licence · released 2026-07-06 | n/a |
MCP server for Cantrip — AI-powered GTM engine for solo founders no licence · released 2026-03-09 | n/a |
NorthData API for German company, owner, and financial data — with a built-in credit guard. no licence · released 2026-04-18 | n/a |
MCP server to read, inspect and troubleshoot codebase symbols no licence · released 2025-09-12 | n/a |
MCP server for Yandex 360 services (Wiki, and more) — tools for AI assistants. no licence · released 2026-07-29 | n/a |
Stock analysis MCP: 38 indicators, 7 optimizers, 8 backtests, US + India sectors. no licence · released 2026-08-16 | n/a |
Deterministic B2B Data Middleware. Waterfall parsing for CSV, EDI, SEC & Finance. No hallucinations. no licence · released 2026-03-24 | n/a |
Convert, validate, and inspect workout files (FIT, TCX, ZWO, Garmin Connect) for AI agents. no licence · released 2026-07-18 | n/a |
Zero-boilerplate MCP server framework with declarative YAML configuration no licence · released 2025-10-04 | n/a |
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility no licence · released 2026-03-15 | n/a |
Event-driven deterministic browser MCP: HITL gates, audit, console/network/perf observability. no licence · released 2026-09-02 | n/a |
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