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 |
|---|---|
Real SEO data for AI assistants: page audits, Keyword Planner volumes, Search Console history. no licence · released 2026-08-31 | n/a |
Issue tracker and durable project memory for your coding agent, scoped to the folder you open. no licence · released 2026-09-06 | n/a |
Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems. no licence · released 2026-07-16 | n/a |
Manage clients, plans, sessions, habits, and billing on Trainzilla via one-click OAuth. no licence · released 2026-06-13 | n/a |
Traject Data ecommerce MCP — Amazon (Rainforest API) + Walmart (BlueCart API) no licence · released 2026-07-02 | n/a |
AI visibility analytics for brands across citations, prompts, competitors, research, and reports. no licence · released 2026-08-25 | n/a |
Trakt MCP — TV/movie metadata + watch tracking signals no licence · released 2026-05-12 | n/a |
Trades, stats, playbooks and notes from your Trandence trading journal. Read-only by default. no licence · released 2026-08-13 | n/a |
Transcode and host video from one prompt; get a playable link back. Agent-native, over MCP. no licence · released 2026-08-25 | n/a |
Get transcripts from YouTube, TikTok, X, Instagram and more - even when captions are off. no licence · released 2026-08-25 | n/a |
Transcripts from YouTube, TikTok, Instagram and direct media files, with AI transcription fallback. no licence · released 2026-08-21 | n/a |
Transcribe YouTube via Whisper. Summaries, chapters, semantic-search across your corpus. no licence · released 2026-05-17 | n/a |
Fetch transcripts, subtitles, chapters, metadata and frames from YouTube and 10+ video platforms no licence · released 2026-08-29 | n/a |
Discover transfers, private drivers, and Fiji rentals with non-persisted quote previews. no licence · released 2026-08-25 | n/a |
MCP server for CSV/JSON data transformation using YAML rules no licence · released 2026-01-18 | n/a |
SEO analysis server with 128 tools for keyword research, competitors, backlinks, and more. no licence · released 2026-03-05 | n/a |
Warehouse management for warehouses, missions, tasks, packs, products, and shipments. no licence · released 2026-04-11 | n/a |
Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks. no licence · released 2026-08-02 | n/a |
Transitland MCP — global GTFS aggregator no licence · released 2026-05-13 | n/a |
Accurate, brand-controlled translation for text, code, images, and documents with terminology. no licence · released 2026-03-25 | n/a |
MCP server for Translation Services no licence · released 2026-06-17 | n/a |
Process video, audio, images, and documents with 86+ cloud media processing robots. no licence · released 2026-03-16 | n/a |
Brazilian Federal Transparency Portal: sanctions (CEIS, CNEP, CEPIM) and Politically Exposed Persons no licence · released 2026-08-21 | n/a |
Transport Feeds MCP. no licence · released 2026-06-24 | n/a |
Read and update TravCozy trips: flights, hotels, trains, car rentals and transfers. no licence · released 2026-09-04 | n/a |
US Travel Advisories MCP. no licence · released 2026-06-24 | n/a |
Corporate travel: search and book flights, hotels, rail and transfers, manage orders. no licence · released 2026-06-12 | n/a |
Travel Feeds MCP. no licence · released 2026-06-24 | n/a |
MCP server for Travel & Transportation no licence · released 2026-06-19 | n/a |
TravelMind: 8 MCP tools for travel (12306 trains, flights, hotels, geocode, planning, policy). no licence · released 2026-07-28 | n/a |
Grounded, multilingual travel data + a cited travel concierge. 12+ languages, deep India coverage. no licence · released 2026-05-30 | n/a |
Plan trips directly into TravelOwl from a conversation with Claude. no licence · released 2026-08-28 | n/a |
A traveler's portable travel profile and trip plans. It remembers, it does not search or book. no licence · released 2026-08-28 | n/a |
Field-verified China travel facts for foreign visitors: booking walls, hotel registration, transit. no licence · released 2026-07-25 | n/a |
Verified facts and direct-booking handoff for five Travellers Group hotels in regional Australia. no licence · released 2026-07-14 | n/a |
Travel planner: create, edit, and explore trip itineraries from your Travolp AI assistant. no licence · released 2026-07-03 | n/a |
Web search and page extraction for agents, returned as readable text rather than raw JSON. no licence · released 2026-08-29 | n/a |
Real-time B2B buying signals on your target accounts: funding, hiring, leadership, tech stack. no licence · released 2026-08-06 | n/a |
Treasury Fiscal MCP — US Treasury Fiscal Data API no licence · released 2026-08-03 | n/a |
Analyse activities, build training plans and sync structured workouts to your sports watch. no licence · released 2026-04-18 | n/a |
Trefle MCP — global plant database (1M+ species) no licence · released 2026-05-12 | n/a |
Free public real estate listing exchange. Search, retrieve, and submit inquiries on listings. no licence · released 2026-05-18 | n/a |
MCP server for Trello — manage boards, lists, cards, attachments and more via Claude or Gemini no licence · released 2026-04-17 | n/a |
MCP server for the Trello REST API – manage boards, lists, cards, labels, checklists and more no licence · released 2026-03-31 | n/a |
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant no licence · released 2026-04-06 | n/a |
Intelligence marketplace on Solana — 86 tools, 168+ endpoints, per-call USDC. no licence · released 2026-04-24 | n/a |
Trend News Agency: search and read 2.6M articles on Azerbaijan, the Caspian and Central Asia. no licence · released 2026-08-20 | n/a |
Google Trends data: interest over time, by region, related queries, and trending now. no licence · released 2026-08-16 | n/a |
Trending AI papers daily: upvotes, ranks, AI summaries, GitHub repos from HuggingFace. no licence · released 2026-09-07 | n/a |
Fastest-growing new GitHub repos: stars, forks, language, topics, owners. Hourly. ($0.01/q) no licence · released 2026-09-04 | n/a |
Trend data from Google, TikTok, Amazon, Reddit, YouTube, Steam, npm and more as JSON no licence · released 2026-08-18 | n/a |
Trend data from Google Trends, YouTube, TikTok, Reddit, Amazon, Wikipedia, npm, Steam and more no licence · released 2026-08-18 | n/a |
Secure MCP gateway and quarantine for AI agent traffic — three-layer prompt injection defense no licence · released 2026-06-23 | n/a |
Detects leaked secrets (API keys, tokens, private keys) in source code. no licence · released 2026-06-29 | n/a |
Build, run, schedule, and publish AI video pipelines to YouTube and TikTok from any MCP client. no licence · released 2026-09-07 | n/a |
Multiple AIs peer-review and debate your question, then return one fact-checked answer. no licence · released 2026-06-09 | n/a |
Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres. no licence · released 2026-06-28 | n/a |
Community jury platform where humans and AI agents open cases, weigh evidence and vote. 39 tools. no licence · released 2026-09-06 | n/a |
Tribunal STJ: Certificate Negativa, official-source lookup. Platform-hosted, pay per query with prep no licence · released 2026-08-19 | n/a |
Tribunal TJBA: Certificate do 1º Grau, official-source lookup. Platform-hosted, pay per query with p no licence · released 2026-08-19 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0