Discover Awesome MCP Servers

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.

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.

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.

Cyoda Calculation Node MCP

Enables AI assistants to interact with Cyoda platform entities and workflows through the Model Context Protocol, supporting entity management, workflow execution, and data synchronization.

DF-MCP

DreamFactory MCP Server memungkinkan asisten AI seperti Claude untuk langsung menanyakan database Anda melalui REST API yang dibuat secara otomatis oleh DreamFactory. Server Node.js ini mengimplementasikan Model Context Protocol (MCP), memungkinkan interaksi database dengan bahasa alami sambil tetap menjaga keamanan tingkat perusahaan.

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.

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.

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.

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.

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.

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.

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.

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.

Scroll MCP Server

MCP server for automated quality audit and corpus navigation of the Herculaneum scrolls, exposing scroll metadata, transcriptions, CT volumes, ML models, and documentation.

XMTP MCP Server

Enables AI agents to interact with the XMTP decentralized messaging network. Supports sending encrypted messages, managing conversations, and streaming real-time messages to any XMTP-enabled wallet address.

GitHub MCP Server

Enables AI assistants to analyze GitHub repository structures and read file contents with features like directory traversal, file type analysis, syntax highlighting, and code pattern detection. Supports both public and private repositories through GitHub API integration.

archangel-agency-mcp

Query ontological research briefings, Universal Language frameworks, and structured AI context documents through 4 MCP tools — including an 8-document Context JSON library sourced from the FusionGirl wiki. Supports x402 micropayments on Base and serves an A2A agent card for inter-agent discovery.

lingbot-mcp

MCP server exposing Lingbot's creation tools, public links, and model availability through three simple tools.

JS Reverse MCP

An MCP server for JavaScript reverse engineering that enables AI to perform browser debugging, script analysis, and automated hook injection. It streamlines complex workflows like deobfuscation, network tracing, and risk assessment through direct browser integration.

scrapedatshi-mcp

Enables Claude to scrape, crawl, extract data, and sync to vector databases using scrapedatshi's RAG pipeline, with support for multiple embedding and vector DB providers.

arkts-knowledge-search

MCP server for querying online knowledge about ArkTS, ArkUI, HarmonyOS, and OpenHarmony, with separate OAuth login and token encryption.

mendix-mcp-server

Enables AI agents to read and modify Mendix application models through MCP tools for creating modules, entities, pages, microflows, deploying, and querying runtime data.

Prefeitura MG Montes Claros: Certidão Negativa de Débitos MCP Server

Read-only MCP server for consulting official negative debt certificates from the Montes Claros city government, with pay-per-use prepaid credits.