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 |
|---|---|
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Research no licence · released 2025-11-24 | n/a |
Autonomous AI video editor over MCP: viral clips, captions, reframe, chroma key, MP4 export no licence · released 2026-05-17 | n/a |
Transcribe public videos & audio (YouTube, TikTok, IG) into accurate, timestamped text via API. no licence · released 2026-08-29 | n/a |
Hire humans for tasks AI can't do. Fair trade pay floors, prepaid escrow, ethical receipts. no licence · released 2026-04-12 | n/a |
Deterministic public-web change observation with evidence-bound commercial interpretation. no licence · released 2026-08-10 | n/a |
Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more. no licence · released 2026-08-20 | n/a |
Vealth work board: find real work, claim free with your wallet, prove it. Free onchain anchoring. no licence · released 2026-08-02 | n/a |
Natal charts cross-verified three ways. Refuses to answer rather than guess. no licence · released 2026-08-29 | n/a |
Deterministic dev utilities: UUIDs, hashes, encoding, JWT, cron, regex. No network, no API key. no licence · released 2026-09-01 | n/a |
Research honeypot. Logs connections and tool arguments; injects instructions. Read README first. no licence · released 2026-08-05 | n/a |
Totem — talk to your wearables with AI. Today: full Whoop access (48 tools). no licence · released 2026-06-08 | n/a |
Full read + write access to your Whoop fitness data via the private iOS API. 48 tools. no licence · released 2026-06-01 | n/a |
briefroom stdio MCP server — expose the briefroom CLI to Claude Code, Codex, and other agents. no licence · released 2026-07-25 | n/a |
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web no licence · released 2026-07-27 | n/a |
Social layer for Claude Code - DMs, presence, games between AI-assisted developers no licence · released 2026-01-06 | n/a |
Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, and more. no licence · released 2026-09-08 | n/a |
Public-repo MCP canary with spoofed private repository.id for owned-account registry fallback test. no licence · released 2026-08-12 | n/a |
Minimal streamable HTTP MCP server used for owned-account registry connectivity tests. no licence · released 2026-08-19 | n/a |
Security research canary remote MCP server for owned-account testing. no licence · released 2026-08-12 | n/a |
MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging no licence · released 2026-06-08 | n/a |
Product analytics for user flows: aha moments, retention, funnels, per-user dot plots. YC method. no licence · released 2026-08-14 | n/a |
AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover. no licence · released 2026-09-04 | n/a |
MCP server for AI web browser automation using Browserbase and Stagehand no licence · released 2025-09-12 | n/a |
BrowserStack's Official MCP Server no licence · released 2025-10-28 | n/a |
Real-time Bitcoin regime-switch signals from three independent sensors. Free tier available. no licence · released 2026-08-03 | n/a |
TypeScript MCP server for Canvas LMS — 165 tools across 42 domains. no licence · released 2026-09-08 | n/a |
Brazilian agricultural data for LLMs — prices, crops, climate, deforestation. no licence · released 2026-02-16 | n/a |
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code. no licence · released 2026-05-22 | n/a |
Secure Open Finance Brasil MCP server with typed tools and a credential-free mock mode no licence · released 2026-07-17 | n/a |
VirtualBox and VMware Fusion/Workstation behind one provider-neutral MCP tool surface. no licence · released 2026-08-16 | n/a |
Talos Linux cluster operations as one thin MCP tool over the official machine API. no licence · released 2026-08-16 | n/a |
Stop copy-pasting between Claude Chat and Claude Code. no licence · released 2026-02-14 | n/a |
Maps any repo into an architecture diagram (Mermaid/Graphviz) and enforces architecture rules in CI no licence · released 2026-08-06 | n/a |
MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors. no licence · released 2025-10-10 | n/a |
Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup. no licence · released 2026-07-21 | n/a |
VK (VKontakte): read walls, users, communities and stats; publish, edit and comment on posts. no licence · released 2026-07-26 | n/a |
MCP server for AI-assisted PCB design with KiCad 9.x no licence · released 2026-01-17 | n/a |
AI-security knowledge as MCP: standards-mapped tools (OWASP, NIST, MITRE) for AI agents. no licence · released 2026-06-05 | n/a |
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markdown URL reading. no licence · released 2026-07-06 | n/a |
MCP Server for Video Jungle - Analyze, Search, Generate, and Edit Videos no licence · released 2025-09-12 | n/a |
Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys. no licence · released 2026-06-01 | n/a |
Stdio MCP proxy: intercepts oversized tool results into a queryable embedded DuckDB. no licence · released 2026-07-06 | n/a |
Protocol- & auth-agnostic API connector: SOAP/REST behind any auth, config-driven. Lib/API/MCP. no licence · released 2026-08-27 | n/a |
SSH server management for agents, with per-server read-only and allowlist security modes no licence · released 2026-08-28 | n/a |
Professional network analysis with tshark. Security audits, deep-dives, and threat detection. no licence · released 2026-03-16 | n/a |
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimized profiles. no licence · released 2025-11-20 | n/a |
Agent-callable creator intelligence: 952+ scored YouTube creators across 180 niches. no licence · released 2026-05-03 | n/a |
Live access to gematik Telematikinfrastruktur (TI) specs and certification requirements. no licence · released 2026-08-25 | n/a |
An MCP server for weather information. no licence · released 2025-11-22 | n/a |
MCP server for browser use access no licence · released 2025-09-09 | n/a |
An MCP server to run arbitrary commands no licence · released 2025-09-09 | n/a |
MCP server for filesystem access no licence · released 2025-09-09 | n/a |
MCP server for web search operations no licence · released 2025-09-09 | n/a |
An MCP server that provides Email, Phone and Address Validation Services from Byteplant no licence · released 2025-12-08 | n/a |
Portable, user-owned AI memory packs: read, validate, fingerprint, diff, and observe no licence · released 2026-07-30 | n/a |
The project tracker for teams of humans and AI agents — in plain files. MCP server + CLI. no licence · released 2026-07-04 | n/a |
Deterministic SVG perception for LLM agents — measures, never guesses. MCP server. no licence · released 2026-06-12 | n/a |
Persistent memory + causal root-cause analysis for AI coding agents. 124 MCP tools. EU, GDPR. no licence · released 2026-09-05 | n/a |
Model Context Protocol server that wraps the CADLens REST API. no licence · released 2026-08-11 | n/a |
Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes. no licence · released 2026-08-21 | n/a |
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