Discover Awesome MCP Servers

qwen-dap-mcp

Enables coding agents to connect to Debug Adapter Protocol debuggers over MCP, allowing them to launch or attach to native targets, control execution, set breakpoints and watchpoints, inspect stacks, variables, memory, and exceptions, and capture agent-friendly debugger snapshots.

MCP Weather Server

Provides weather forecasts, alerts, and current conditions via the Model Context Protocol, using simulated data and supporting both stdio and HTTP transports.

Nightshift

MCP server that enables agents to manage DataHub incidents, recall past incident memory, guard columns against regression, and write postmortems into the data graph.

NCBI Gene MCP Server

MCP server that interfaces with the NCBI Entrez API to fetch detailed information about genes and proteins, enabling gene searches, gene/protein metadata retrieval, and symbol searching with organism filtering.

airlock

MCP server that vets package installations and shell commands to block dangerous actions by AI coding agents.

io.github.pmgarg/cgraphy

Enables AI coding agents to query a codebase as a knowledge graph, providing token-budgeted context, search, and impact analysis via MCP tools.

Sentiment By Api Ninjas MCP Server

Enables sentiment analysis of text blocks using the Api Ninjas API, returning sentiment scores and overall sentiment classification for up to 2000 characters of text.

Cairn

Enables users to investigate infrastructure incidents in plain English, correlate observability and deploy data with runbooks, and get evidence-backed root-cause proposals with approval-gated remediation.

Capacities MCP Server

Enables search, content creation, weblink saving, and knowledge base analysis with Capacities through any MCP-compatible client.

WordPress MCP

A WordPress plugin that implements the Model Context Protocol to enable AI models and applications to interact with WordPress sites in a structured and secure way.

plain-sight

A local MCP server for generative image description, providing prose captions, OCR, and LoRA dataset caption sidecars via Florence-2, with deterministic decoding and an honesty contract.

kcsc-design-mcp

Enables AI assistants to retrieve and cite South Korean national construction standards (KDS/KCS) with tables and formula images via the KCSC OpenAPI, and to use design decision trees, validation, and blank Excel templates directly in the chat interface.

Skolverket-MCP

Enables easy access to open data from the Swedish National Agency for Education, allowing querying and integration of educational statistics and facts through large language models.

Agnes Image MCP Server

Enables text-to-image generation using Agnes Image 2.1 Flash via OpenAI-compatible API, supporting aspect ratios, custom resolution, and multi-image generation.

astrbot-mcp

Provides tools for AstrBot plugin development including documentation access and hook inventory.

OBD MCP Server

A local-first, read-only MCP server for vehicle diagnostics that exposes structured OBD-II tools for reading PIDs, DTCs, and ECU snapshots without raw protocol access.

Connhex MCP Server

Enables natural language interaction with Connhex IoT platform APIs for managing devices, telemetry, rules, and resources via MCP tools.

intervals-mcp

An MCP server that lets Claude plan cycling training in intervals.icu, upload workouts to the calendar, and review planned versus actual outcomes, fitness trends, and power curves.

tuya-infrared-mcp

An MCP server that enables AI assistants to control devices via Tuya infrared remote control, supporting actions like toggling power and setting modes through natural language.

GOAT MCP Server

Claude for Desktopとブロックチェーン機能を連携させるMCPサーバー。ユーザーは自然言語でのやり取りを通じて、EVMチェーンとSolanaチェーン上の残高確認やトークン送信が可能になります。

DF-MCP

DreamFactory MCPサーバーを使用すると、ClaudeのようなAIアシスタントが、DreamFactoryの自動生成されたREST APIを通じてデータベースに直接クエリを実行できます。このNode.jsサーバーは、Model Context Protocol（MCP）を実装しており、エンタープライズグレードのセキュリティを維持しながら、自然言語でのデータベース操作を可能にします。

git-context-mcp

A secure MCP server for local Git operations with path traversal protection, input validation, and 15 supported Git commands.

agentskill-mcp

MCP server for discovering and installing AI agent skills from agentskill.sh. Search skills across platforms, browse trending skills, and install them with built-in security scanning.

ansys-mcp-server

Enables Claude Code to control Ansys engineering simulations (CFD, FEA, meshing, post-processing) through natural language commands via PyAnsys.

Sensact

Sensact is a Supabase-hosted remote MCP server that lets LLM clients discover and invoke device capabilities on user-owned devices, using OAuth 2.1 for authorization and Postgres+Realtime as the control plane.

search-console-mcp

A read-only MCP server for Google Search Console that lets you query search performance data, sitemaps, and URL index status from any MCP client.

CodeTour

Enables LLMs to create animated, narrated tours of GitHub pull requests, with a local browser viewer showing diffs and code highlights while speaking the narration aloud.

mdgen-mcp

MCP server for mdgen that enables reading, writing, and managing mdgen documents from MCP clients like Claude Desktop and Codex CLI using your own mdgen account.

reed-mcp

Provides read-only MCP tools for searching and asking over private documents via a local RAG service (reed), returning ranked passages with citations while keeping data on the machine.

is-bankasi-mcp

MCP server for Isbank (Is Bankasi) developer API (Turkey). Enables access to accounts, balances, transactions, exchange rates, transfers, and credit cards via OAuth 2.0 authentication.