Android
martingeidobler/android-mcp-server
Android device control via ADB: screenshots, UI tree inspection, touch automation, logcat and compound actions like tap-and-wait.
Fantasy Football Manager
krmisystems/fantasy-football-manager
ESPN fantasy football tools: draft simulations, lineup recommendations and browser actions within configurable user limits.
Notebooklm Secure
Pantheon-Security/notebooklm-mcp-secure
Security-hardened Google NotebookLM access: session-based conversations, notebook library management and source-grounded answers, with post-quantum encryption.
Containerization Assist
Azure/containerization-assist
TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support
Redmine
jztan/redmine-mcp-server
MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking
uMouse
SonicloudTech/mouse-mcp
USB HID mouse control and voice dictation for Windows x64. Requires compatible uMouse hardware.
Unitree Go2
lpigeon/unitree-go2-mcp-server
Control the Unitree Go2 robot with natural language commands interpreted by an LLM.
Altium Designer
embedded-society/altium-designer-mcp
Build and maintain Altium Designer component libraries: read and write .PcbLib footprints and .SchLib symbols, with IPC-7351B footprints and STEP models.
Cybersec Toolkit
26zl/cybersec-toolkit
Install a large security toolset and discover and run it through an authorization-gated server for CTF, pentesting, bug bounty and DFIR.
Repo Graph
James-Chahwan/repo-graph
Structural codebase graph: scans entities, relationships and feature flows across languages so LLMs navigate by structure instead of grepping.
Consult
neelsatyavolu/consult
Get a second opinion on your code from every coding agent you have. No API keys.
Paper Format Agent
zxyasfas/paper_format_agent
Local-first DOCX formatter for academic papers with a content-fingerprint integrity guard.
Shuttle
grarcht/Shuttle
Android framework and solution that prevents TransactionTooLargeException crashes by design.
Transcripted
r3dbars/transcripted
Read-only search over the meetings, dictations and writing saved by the Transcripted Mac app.
pdfmux
NameetP/pdfmux
PDF extraction router that classifies each page and routes it to PyMuPDF, Docling, OCR or an LLM fallback, re-extracting pages with low confidence scores.
Glitchless
glitchless-gg/glitchless
Coding agents can build a game. They can't see anyone play it. Glitchless lets them.
xcodebuild
ShenghaiWang/xcodebuild
Build iOS Xcode workspaces or projects and feed errors back to the LLM.
Gateway
MikkoParkkola/mcp-gateway
MCP gateway with single-port multiplexing and meta-tools that replace individual tool registrations, plus hot-reloadable capabilities and OpenAPI import.
arr
bardesss/arr-mcp
One server, 40 tools, the whole media stack: arrs, Jellyfin, Plex, Seerr, Cleanuparr, downloaders
Keboola
keboola/mcp-server
Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...
Kibana
TocharianOU/mcp-server-kibana
Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration
PaperBanana-CN
mituan-ai/PaperBanana-CN
Generate and evaluate academic diagrams and plots with independent model connections.
Proton Mail Bridge Client
googlarz/proton-mail-bridge-client
Local-first Proton Mail MCP server and CLI via Proton Mail Bridge: search, read, draft, send, triage threads, answer calendar invitations, reply reminders, multiple accounts, and a local SQLite index. Safety presets from read-only to full, with send confirmation and an outbound-to-self mode.
gnucash
ninetails-io/gnucash-mcp
Multi-currency double-entry accounting on local GnuCash books: transactions, invoices, bills, budgets, investment lots, reconciliation and reports.
Playwright E2E
xsignon-secure/E2E
Diagnose and fix Playwright tests: CI reports, traces, verified fixes, flaky verdicts, audits.
Simmer
SpartanLabsXyz/simmer-sdk
Trade prediction markets with AI agents — skill discovery, autoresearch, and execution.
DecisionNode
decisionnode/DecisionNode
Record development decisions as structured JSON with Gemini embeddings and search them semantically from a local store shared across AI tools.
Kokoro Tts
mberg/kokoro-tts-mcp
Text-to-speech with the open-weight Kokoro TTS models, saving MP3s locally or uploading them to an S3 bucket.
Roslyn CodeLens
MarcelRoozekrans/roslyn-codelens-mcp
Roslyn-based .NET code intelligence: type hierarchies, call graphs, DI registrations, diagnostics, code fixes and complexity metrics from pre-built indexes.
Honeybook
chrischall/honeybook-mcp
HoneyBook client-portal MCP — vendor contracts, invoices, messages, meetings and payments
VPNDetection
vpndetection-io/mcp
VPN, proxy, Tor, hosting and CDN detection for any IP address, from the VPNDetection API.
Zola
chrischall/zola-mcp
Zola wedding planning for Claude — vendors, budget, guests, seating, registry, and RSVPs
Multiverse
lamemind/mcp-server-multiverse
Middleware that runs multiple isolated instances of the same MCP servers side by side with unique namespaces and configurations.
Apple Docs 2.0
mishafyi/Apple-Docs-2.0-MCP
Apple developer docs, Human Interface Guidelines and 1,700 WWDC sessions with code for AI assistants
brain — the recorder
mordechaipotash/brain-mcp
Records your Claude Code, Codex and Pi history before deletion. Cited-or-abstain recall.
jDataMunch
jgravelle/jdatamunch-mcp
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
MarkuprPlus
hashfunction/MarkuprPlus
Records your screen and voice, returns one annotated screenshot and finding per mark.
Sverklo
sverklo/sverklo
Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.
Preloop
preloop/preloop
Open-source AI agent control plane and software factory: govern every tool and model call.
Shy2593666979/mcp-server-email
This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content.
Imessage Query Fastmcp
hannesrudolph/imessage-query-fastmcp-mcp-server
Safe access to the iMessage database to query and analyze conversations, with phone number validation and attachment handling.
JavaLens
pzalutski-pixel/javalens-mcp
Semantic Java analysis via Eclipse JDT: compiler-accurate navigation, refactoring, find references, call hierarchy and code metrics.
Robrain
adelinamart/robrain
Self-hosted decision memory for coding agents: captures architectural decisions and rejected alternatives, and warns before a rejected approach is re-proposed.
Licinexus
Licinexus/licinexus-mcp
Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4 prompts.
Microsoft365
sapientsai/microsoft365-mcp-server
Microsoft 365 via Graph — mail, calendar, contacts, files, Teams, Planner, OneNote, To Do.
Perigee
dlamarre-dev/Perigee
Positions, distances, mission facts and 3D views of objects orbiting the Earth, Moon, Mars and Sun.
AI Vision
tan-yong-sheng/ai-vision-mcp
Image, video and object-detection analysis with Google Gemini and Vertex AI for UI/UX evaluation, visual regression testing and interface understanding.
Auto Mobile
zillow/auto-mobile
Android automation tool suite for developer workflows and testing.