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 |
|---|---|
DEPRECATED v0.6.0 — migrate to vivory-mcp-verification (Korean verdict tools included). no licence · released 2026-05-21 | n/a |
98 MCP tools for verifiable AI: citations, law, KYB, peer review, forecast, media provenance. no licence · released 2026-05-21 | n/a |
Create, review, publish and schedule Instagram images, carousels and Reels with AI assistants. no licence · released 2026-08-30 | n/a |
AI video producer: directs your idea or script into a finished, fact-checked video. MCP-native. no licence · released 2026-09-08 | n/a |
CDS VizieR — astronomical catalogue server (tens of thousands of catalogues) no licence · released 2026-05-18 | n/a |
Deterministic authorization for one proposed AI agent action, returned with a signed receipt. no licence · released 2026-09-07 | n/a |
Stateful memory for AI agents. Temporal awareness, error loop detection, and preventive constraints. no licence · released 2026-06-19 | n/a |
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, quizzes & games. Hosted. no licence · released 2026-04-23 | n/a |
Create flashcard sets in the Vocabit app and read back how the learner actually did. no licence · released 2026-08-25 | n/a |
Remove vocals from local audio files and transpose instrumentals through Vocaless. no licence · released 2026-09-04 | n/a |
Clinical voice analysis MCP server — AVQI, DSI, jitter/shimmer, pronunciation assessment, and more. no licence · released 2026-05-10 | n/a |
French job profiles, RNCP diplomas and 135,000 training programs. Read-only, no account. no licence · released 2026-08-27 | n/a |
Read-only MCP access to authorized Vocci sessions, notes, files, and memory search. no licence · released 2026-07-06 | n/a |
AI music studio: song generation with vocals, covers, stems, voice conversion, mastering, editing. no licence · released 2026-08-20 | n/a |
Transcribe recordings into a speaker-labelled transcript with timestamps and a summary. no licence · released 2026-09-07 | n/a |
Multi-engine TTS for AI coding assistants. 5 engines, free engine included. no licence · released 2026-04-29 | n/a |
Manage Voice Logica agents, calls, phones, workflows, messaging, and integrations. no licence · released 2026-08-22 | n/a |
Request online singing lessons with Voice School and Daria Klishina. no licence · released 2026-08-07 | n/a |
Request online singing lessons with Voice School and Daria Klishina. no licence · released 2026-08-07 | n/a |
MCP server for transcribing Google Chat voice messages using Groq Whisper API no licence · released 2026-03-12 | n/a |
AI voice agents on SMB websites — fully autonomous build in 2–3 min. 23 MCP tools. EU, GDPR. no licence · released 2026-05-01 | n/a |
AI voice generation: text-to-speech and voice cloning from any MCP client. no licence · released 2026-08-03 | n/a |
Construction daily-log generation, jurisdiction compliance requirements, construction FAQs. no licence · released 2026-08-14 | n/a |
84 tools: open censorship observatory — incidents, forecasts, accessibility, agent messaging. no licence · released 2026-06-10 | n/a |
Safe personal Voila grocery automation for search, slots, cart updates, and order history no licence · released 2026-08-20 | n/a |
Routes to the best predicted fit from configured metadata/evidence after hard-capability filtering. no licence · released 2026-08-15 | n/a |
Read-only production error evidence for coding agents investigating failures. no licence · released 2026-09-07 | n/a |
Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, and inverters. no licence · released 2026-06-08 | n/a |
Burn-after-read encrypted notes. E2E encrypted, decentralised on the Internet Computer. no licence · released 2026-04-08 | n/a |
Import a volunteer roster and preview shifts. Test-mode until a human enables live SMS. no licence · released 2026-09-07 | n/a |
Voris privacy-native web analytics for AI agents: query metrics & citations, scaffold tracking. no licence · released 2026-07-15 | n/a |
Which stores can actually ship to your destination, at what real landed cost. no licence · released 2026-08-25 | n/a |
2026 US election forecasts with a public accuracy record, plus congressional voting records. no licence · released 2026-08-26 | n/a |
Manage feature requests, votes, roadmaps, and changelogs from any MCP client. no licence · released 2026-08-22 | n/a |
Search AI-powered audio tours and points of interest by city. Walking, cycling, and driving tours. no licence · released 2026-07-23 | n/a |
Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes. no licence · released 2026-07-07 | n/a |
Vouch — independently measured reliability scores for MCP tools, not self-reported claims. no licence · released 2026-09-02 | n/a |
Read-only discovery for exact-commit Agent Skill validation, x402 payment, and signed receipts. no licence · released 2026-07-15 | n/a |
Local US home-service pricing, providers ranked by the Vouched Score, rebates, and glossary. no licence · released 2026-06-27 | n/a |
Multi-model AI gateway — 8 providers plus local models, no system prompt injection. no licence · released 2026-07-09 | n/a |
Used-car listings in Portugal: search, price statistics, comparables and articles. no licence · released 2026-09-01 | n/a |
Property listings in Portugal: search, market stats, comparables, neighbourhoods. no licence · released 2026-09-01 | n/a |
Job listings in Portugal: search, salary statistics, comparables and companies. no licence · released 2026-09-01 | n/a |
Give AI agents a phone: outbound AI calls that return a summary, transcript, and extracted fields. no licence · released 2026-07-01 | n/a |
Explore Voxtral TTS with API notes, setup guidance, use cases, workflow tips, and FAQ answers for no licence · released 2026-05-22 | n/a |
Multilingual travel guides, gear picks and booking links for AI travel agents. no licence · released 2026-08-29 | n/a |
Live Starknet explorer data: transactions, contracts, tokens, NFTs, staking no licence · released 2026-09-07 | n/a |
Book real travel from your agent — flights, hotels & activities behind a price-gated checkout. no licence · released 2026-07-27 | n/a |
Clip videos into captioned shorts, add captions, and schedule posts from AI agents. no licence · released 2026-08-31 | n/a |
Independent security review for AI-built apps. Watch a GitHub repo. Never a patch. no licence · released 2026-09-01 | n/a |
A validated Markdown memory vault your coding agent can recall, project by project. no licence · released 2026-08-18 | n/a |
VulnCheck exploit intelligence — CVE research, exploit data, advisories, and threat analysis. no licence · released 2026-08-25 | n/a |
Dependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402. no licence · released 2026-05-28 | n/a |
Dependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402. no licence · released 2026-07-22 | n/a |
Defensive vulnerability intelligence search across public CVE/NVD and GitHub advisory APIs with CVSS no licence · released 2026-09-05 | n/a |
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis. no licence · released 2026-07-28 | n/a |
Inspect and edit media canvases, run existing Flows, and retrieve results. Vyrl MCP token required. no licence · released 2026-09-06 | n/a |
Cited geopolitical events, multi-perspective briefs, and live breaking news from V³ News. no licence · released 2026-07-07 | n/a |
Nordic weather: forecasts, warnings, HD radar, rain nowcast, lightning, aurora, satellite AI. no licence · released 2026-09-06 | n/a |
Daily GoDaddy auction data: is a domain at auction, its appraisal, price and bid count. no licence · released 2026-08-18 | n/a |
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