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 |
|---|---|
AI whiteboard explainer video platform: script to storyboard to narrated MP4. no licence · released 2026-08-22 | n/a |
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate. no licence · released 2026-08-06 | n/a |
Zettelkasten-based agent memory system with bidirectional links no licence · released 2026-03-22 | n/a |
Music promo platform: email campaigns, Instagram DMs, Spotify discovery, SmartLinks, analytics. no licence · released 2026-04-16 | n/a |
Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, map verification links no licence · released 2026-04-06 | n/a |
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector. no licence · released 2026-03-29 | n/a |
Send USPS letters, postcards & certified mail from any agent. No signup; pay-per-piece via Stripe. no licence · released 2026-07-15 | n/a |
Irish property due diligence: planning, prices, flood, radon, zoning, BER and crime context. no licence · released 2026-08-15 | n/a |
MCP server for TIDAL - search tracks, manage playlists, and get personalized recommendations no licence · released 2026-06-25 | n/a |
MCP Server for iceDQ Data Reliability Platform no licence · released 2026-08-12 | n/a |
AGENTS.md + skills MCP with CHP R0 gate and adversary decision tools. no licence · released 2026-08-22 | n/a |
Battery value-chain inventory MCP: lookup SKUs, status/reorder, bin-check, audited confirmation. no licence · released 2026-08-22 | n/a |
Spend approval gate for AI agents: budget caps, HITL thresholds, signed audit hash. no licence · released 2026-08-22 | n/a |
Codebase health MCP: dead code, cycles, coupling, architectural drift. no licence · released 2026-08-22 | n/a |
HTTP MCP gateway: principal on tools/call + SSE, allowlists, vault rotate, CHP gates. no licence · released 2026-08-22 | n/a |
Monitor ICTBroadcast outbound campaigns, and start and stop them when writes are on. no licence · released 2026-09-01 | n/a |
Monitor ICTContact / ICTDialer outbound campaigns, and start and stop them when writes are on. no licence · released 2026-09-01 | n/a |
Read CRM contact groups and manage contacts on ICTCRM (ICTContact backend). no licence · released 2026-09-01 | n/a |
Monitor ICTDialer outbound auto-dialer campaigns, and start and stop them when writes are on. no licence · released 2026-09-01 | n/a |
Read exams, gradebooks and item analysis; parse papers with AI and publish exams. no licence · released 2026-09-01 | n/a |
List and track faxes on ICTFax, and send faxes when writes are enabled, over ICTCore REST. no licence · released 2026-09-01 | n/a |
Read ICTPBX state: extensions, DID numbers, SIP trunks, tenants and live PBX statistics. no licence · released 2026-09-01 | n/a |
Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant. no licence · released 2026-08-12 | n/a |
Phone carrier for AI agents. Provision numbers, make calls, send SMS, TCPA compliance built-in. no licence · released 2026-04-18 | n/a |
AI stack configurator with conversational interviews and intelligent recommendations no licence · released 2026-01-08 | n/a |
Adobe Illustrator MCP with 67 tools — more than the official Illustrator MCP. macOS | Windows. no licence · released 2026-09-02 | n/a |
AI agent interface to Apache DolphinScheduler: 58 MCP tools for workflow orchestration & data ops. no licence · released 2026-08-31 | n/a |
Connect Claude Code to Vim/Neovim - query state, execute commands, search help, record macros no licence · released 2025-09-26 | n/a |
Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time. no licence · released 2026-08-04 | n/a |
DATEV & Fortnox export for German invoices - Bauhaus, OBI, receipts to DATEV CSV no licence · released 2026-09-06 | n/a |
Express.js HTTP 402 payment middleware for AI agent micropayments no licence · released 2026-08-29 | n/a |
Repo-native task continuity for AI coding agents: a reviewed task-state ledger served over MCP. no licence · released 2026-09-07 | n/a |
DeFi safety checks on Base before you sign: honeypot, owner-power scan, approval risk, Aave health. no licence · released 2026-07-08 | n/a |
SEC insider trading alerts, Form 4 signals, 8-K events, and company research via EDGAR Alert API. no licence · released 2026-06-24 | n/a |
Fixes DPI coordinate scaling for Windows desktop automation MCP servers. no licence · released 2026-02-13 | n/a |
AI research for agents. Company intel, competitor analysis, web scraping, topic dives. Pay via MPP. no licence · released 2026-06-21 | n/a |
Render videos from JSON with motion-design templates, effects and batch rendering no licence · released 2026-07-14 | n/a |
Create waitlists, landing pages, manage subscribers, referrals, and view stats on Waitlister. no licence · released 2026-08-30 | n/a |
Free technical-SEO audit MCP: crawl a site, run checks, return an LLM-ready shareable report. no licence · released 2026-07-11 | n/a |
Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 identity and USDC. no licence · released 2026-05-11 | n/a |
Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms. no licence · released 2026-03-11 | n/a |
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersion, local SQLite. no licence · released 2026-05-12 | n/a |
Zuul CI — build failure analysis, log search, pipeline status, and job configuration no licence · released 2026-08-16 | n/a |
MCP server for img-src.io Image CDN - upload, transform, and deliver images through AI assistants no licence · released 2026-02-05 | n/a |
U.S. federal contract opportunities from SAM.gov. Daily updates. Public Domain. no licence · released 2026-08-23 | n/a |
MCP server providing 50+ tools for MITRE ATT&CK techniques, groups, and mitigations no licence · released 2025-12-13 | n/a |
Gives coding agents the user's own view and control of overseer.nvim tasks in Neovim no licence · released 2026-08-11 | n/a |
Build and manage policy-compliant AI agents with safety enforcement and compliance checking no licence · released 2026-02-02 | n/a |
Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor and 42+ AI tools. no licence · released 2026-04-14 | n/a |
Validate and parse German e-invoices (XRechnung, ZUGFeRD, Factur-X) offline. No API key. no licence · released 2026-08-24 | n/a |
Goal-driven Playwright browser sessions for LLMs, with full action traces and aria-snapshots. no licence · released 2026-05-06 | n/a |
MCP Server for iNavi Maps API - Geocoding, POI Search, Route Planning for Claude AI no licence · released 2026-07-23 | n/a |
Generate and edit images and videos with imageat. no licence · released 2026-08-31 | n/a |
MCP server for Razorpay API. no licence · released 2026-05-21 | n/a |
Universal CPU profiler designed for humans and AI agents no licence · released 2025-09-11 | n/a |
Base DEX meta-router. Races 0x, ParaSwap, Aerodrome & Uniswap V3. Best quote. X402 pay-per-use. no licence · released 2026-05-16 | n/a |
Local code search for AI coding agents: hybrid search and SQL aggregation over an in-repo index. no licence · released 2026-08-24 | n/a |
Keyword, semantic, hybrid, and SQL retrieval for AI agents, local or on Infino Cloud. no licence · released 2026-09-08 | n/a |
Deploy localhost to a private, authenticated link from your AI coding agent. no licence · released 2026-07-26 | n/a |
Discover and publish AI agents via DNS using SVCB records (RFC 9460) no licence · released 2026-04-14 | n/a |
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