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 |
|---|---|
Generate random values and probability distribution samples. no licence · released 2026-08-25 | n/a |
Agent-native MCP server for driving, inspecting, and asserting on real Electron desktop apps. no licence · released 2026-07-29 | n/a |
Git for your AI's context: local-first, deterministic memory over MCP. An elephant never forgets. no licence · released 2026-06-17 | n/a |
AI image, video & music generation. Flux, Veo 3.1, Suno V5. Free tier included. no licence · released 2026-02-09 | n/a |
Crypto data & trading MCP with 43 tools: prices, DeFi, NFTs, Solana swaps. 11 tools free. no licence · released 2026-07-12 | n/a |
Stripe payouts, Shopify orders, and bank transactions unified for reconciliation and cash flow no licence · released 2026-03-07 | n/a |
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence no licence · released 2026-05-21 | n/a |
Local GitHub Actions/CI maintenance check (action pinning, token perms). Not a full security audit. no licence · released 2026-06-21 | n/a |
Post/fund GitHub bug bounties, enable Autopilot, solve bounties, check coverage. Paid in crypto. no licence · released 2026-05-31 | n/a |
Statistically rigorous weather and climate context: forecast plus 35-year historical ranking. no licence · released 2026-07-24 | n/a |
UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for any MCP client no licence · released 2026-01-24 | n/a |
EVM contract/token risk check + ERC20 approval (proxy, EIP-7702, unlimited-allowance). Zero deps. no licence · released 2026-06-08 | n/a |
Detects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, OpenAI…), zero deps. no licence · released 2026-06-07 | n/a |
Scan agent skills and MCP servers for malicious patterns before you load them no licence · released 2026-07-29 | n/a |
Real-world data for agents: air quality, geocoding, quakes, holidays, web search no licence · released 2026-07-29 | n/a |
MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes no licence · released 2026-07-05 | n/a |
Lets an AI read, write and edit Altium Designer .PcbLib/.SchLib component libraries byte-exactly. no licence · released 2026-09-03 | n/a |
Post bounties, solve tasks, earn credits on Emergence Science — the agent economy. no licence · released 2026-05-03 | n/a |
Content-addressed semantics: fail-closed handshakes over 457 cognitive patterns. no licence · released 2026-09-06 | n/a |
Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession. no licence · released 2026-08-25 | n/a |
Svensk marknadsplats för lokala tjänster från verifierade företag — sök, boka och begär offert. no licence · released 2026-07-26 | n/a |
Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP. no licence · released 2026-07-14 | n/a |
Zero-config server to provision and administer any Windows RDP box over WinRM/SSH/SMB. no licence · released 2026-08-10 | n/a |
Competitive Intelligence MCP: generate AI battlecards, track competitors, monitor market signals. no licence · released 2026-03-19 | n/a |
Search past Claude Code conversations. Local BM25 over JSONL with one-click claude --resume. no licence · released 2026-05-10 | n/a |
MCP server for Holded — invoicing, accounting, CRM, projects, and team no licence · released 2026-07-01 | n/a |
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL no licence · released 2026-01-23 | n/a |
Trace code history, commit reasoning, and PR context directly from Git logs. no licence · released 2026-06-17 | n/a |
Search 17,900+ open-source AI agents by capability, ranked by GitHub traction. Free, no key. no licence · released 2026-07-11 | n/a |
Connect any AI coding app to enterprise data sources. One binary, one JSON config. no licence · released 2026-08-08 | n/a |
MCP server for AI agent read/write access to Obsidian vaults via EVC Team Relay. no licence · released 2026-06-07 | n/a |
Entropy0 MCP server — source trust and URL safety tools for AI agents no licence · released 2026-05-22 | n/a |
An MCP server that leverages official UniFi API no licence · released 2026-01-25 | n/a |
CSV-first analytics for Google Ads + Meta Ads: reporting, anomaly detection, budget optimization. no licence · released 2026-04-22 | n/a |
AI-powered invoice automation. Create invoices, track payments, and manage cash flow. no licence · released 2026-04-13 | n/a |
AI lead qualification: ICP filter, 0-100 scoring, Hunter.io enrichment, HubSpot/Pipedrive export. no licence · released 2026-04-22 | n/a |
AI e-commerce operations. Inventory, pricing, segmentation, and analytics. no licence · released 2026-04-10 | n/a |
Positive-security for apps, APIs, LLMs and edge, plus fraud scoring and identity/AML screening. no licence · released 2026-08-13 | n/a |
Read-only-by-default MCP server for iCloud mail, calendar, and contacts (IMAP/CalDAV/CardDAV). no licence · released 2026-06-30 | n/a |
Apple Music MCP server: playlists, library, catalog, playback and Up Next, on Mac/Windows/Linux. no licence · released 2026-08-28 | n/a |
Paid x402 and MPP tools for agent discovery, payment safety, data, and DeFi. no licence · released 2026-09-08 | n/a |
Collaborative document workspace with interactive AI blocks no licence · released 2026-04-20 | n/a |
Cut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen no licence · released 2026-07-22 | n/a |
AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT. no licence · released 2026-06-23 | n/a |
Analyze food photos or text for calories, macros, vitamins, minerals, and allergens. no licence · released 2026-07-25 | n/a |
Monitor domain expiry, SSL certs, and social handle availability across platforms. no licence · released 2026-05-20 | n/a |
Website intelligence for AI agents: tech stack, hosting, security posture, SEO, and DNS. no licence · released 2026-05-20 | n/a |
DNS lookup, WHOIS, SSL checker, and HTTP status tools. Uses public APIs only, no scraping. no licence · released 2026-05-20 | n/a |
Generate Suno AI music (v5.5) from any MCP client. Async; billed only on success. no licence · released 2026-07-05 | n/a |
Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested. no licence · released 2026-05-26 | n/a |
Deploy prototypes and collect team feedback from Claude Code, Cursor, or any MCP client. no licence · released 2026-09-03 | n/a |
Odoo MCP: gated writes, multi-instance. Free hosted: ERPipe (mcp.erpipe.com) no licence · released 2026-07-29 | n/a |
Discover and trade tokenize-anything coins on hyde.trade (Robinhood Chain). Non-custodial. no licence · released 2026-08-08 | n/a |
Predictive dependency security engine. Trust scores, zombie detection, blast radius analysis. no licence · released 2026-02-22 | n/a |
Let AI agents interact with real BLE hardware — scan, connect, read, write, and subscribe. no licence · released 2026-03-30 | n/a |
Let AI agents interact with debug probes — connect, flash, read/write memory, and reset. no licence · released 2026-03-13 | n/a |
Give AI agents access to your Obsidian vault via local files or Self-hosted LiveSync. no licence · released 2026-03-30 | n/a |
Let AI agents interact with serial devices — list ports, connect, send, and read. no licence · released 2026-03-07 | n/a |
Semantic, format-aware diff of config files (JSON/YAML/TOML/INI/.env/XML/CSV) for AI agents no licence · released 2026-09-05 | n/a |
Intelligent ArcGIS content search. Works with Online/Enterprise. Requires user credentials. no licence · released 2025-10-16 | n/a |
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