MCP Servers 11,132

Hunch

io.github.davesheffer/hunch

A✓Verified

Engineering memory for AI-assisted codebases: decisions, bug lineage and invariants, over MCP.

Gitlab

io.github.vish288/mcp-gitlab

A✓Verified

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

DDC/CI Control Bridge

io.github.Defozo/ddc-ci-control-bridge

C✓Verified

Control monitor brightness, contrast, power and input via DDC/CI with MCP and MQTT support.

FileSystem MCP Server

io.github.Oncorporation/filesystem-server

C✓Verified

Secure filesystem access for AI agents with configurable directory and file type restrictions

Drawio

io.github.yohasacura/drawio-mcp

C✓Verified

MCP server for creating and editing draw.io / diagrams.net XML files programmatically.

Pbirb

io.github.mafaq229/pbirb-mcp

B✓Verified

MCP server for editing Power BI Report Builder paginated reports (RDL)

Ugs

io.github.zackpeters93/ugs-mcp

B✓Verified

CNC machine control via Universal G-code Sender.

Figma Context

io.github.felixAnhalt/Figma-Context-MCP

C✓Verified

LLM-optimized Figma MCP server.

Palace

io.github.AncientiCe/palace-rs

A✓Verified

Local-first memory for coding agents — MCP server, single SQLite file, local embeddings

Plesk

io.github.FlayedOne/plesk-mcp

B✓Verified

Manage your Plesk hosting server using AI assistants.

Markdown

io.github.ofershap/markdown

A✓Verified

Markdown MCP — search, extract sections, list headings, find code blocks.

Eurostat Server

io.github.cyanheads/eurostat-mcp-server

A✓Verified

Search and query the Eurostat catalogue — EU economy, demography, trade, and NUTS regional data.

Flowzap

io.github.flowzap-xyz/flowzap

A✓Verified

Create workflow, sequence, architecture, and mind map diagrams via AI assistants.

Docker MCP Server

io.github.L337-org/docker-mcp-server

A✓Verified

Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.

Leafengines

io.github.QWarranto/leafengines

B✓Verified

🌱 Agricultural AI: Soil analysis, crop recommendations, weather forecasts.

OCDS German Procurement Search

io.github.qune-tech/ocds-mcp

B✓Verified

Search and match German public procurement tenders (OCDS) from your local LLM.

Token Pilot

io.github.Digital-Threads/token-pilot

B✓Verified

Save up to 80% tokens when AI reads code via AST-aware structural reading

Headless Tracker

io.github.tamasPetki/headless-tracker

B✓Verified

Read-only MCP server: your AI sees your crypto portfolio, never your keys.

GitDealFlow — GitHub signals for startup investors

io.github.kindrat86/vc-deal-flow-signal

A✓Verified

GitHub engineering acceleration signals for venture deal flow across 15 sectors.

Vibe Test — Browser Testing Agent

io.github.AishwaryShrivastav/vibe-testing

C✓Verified

Code-aware browser testing agent — 13 Playwright tools for AI code editors via MCP

Photographi

io.github.prasadabhishek/photographi-mcp

C✓Verified

Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Libraries

Mif Tools

io.github.varun29ankuS/mif-tools

C✓Verified

Convert, validate, and inspect AI agent memories across formats

Supertone TTS

io.github.supertone-inc/supertone-mcp

B✓Verified

Composable Supertone TTS toolkit: synthesis, voice search/preview/clone, usage — 31 languages

Langchain

io.github.baixianger/langchain-mcp

B✓Verified

LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)