Discover Awesome MCP Servers

MCP RAG with ChromaDB

Provides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.

Stockyard MCP Server

Enables AI editors to install, monitor, and query Stockyard's collection of 150 self-hosted developer tools. Manages lightweight Go-based tools with embedded SQLite databases without requiring Docker or external dependencies.

kardashev-mcp

MCP server for Kardashev Labs US grid data, giving agents live LMP, carbon intensity, load, curtailment, interconnection queues, ERCOT large loads, and the public RT-DA spread forecast track record. Requires no API key.

OpenSquilla MCP Gateway

A bidirectional Model Context Protocol gateway that exposes OpenSquilla session capabilities to MCP hosts via stdio and connects to external MCP servers, bridging tool/resource requests to OpenSquilla Gateway WebSocket RPC.

Loredex MCP Server

Enables AI coding agents to search, read, and write notes in an Obsidian vault via MCP tools, and monitor product handoffs and state.

mcp-sqlite-manager

SQLite 데이터베이스와 상호 작용하는 MCP 서버

MCP_Salesforce

Enables sales, marketing, and C-suite teams to search, view, and update Salesforce records through Claude, with tools for record management, activity tracking, and global search.

host-mcp-jenkins

A local MCP server for Jenkins that provides 17 tools to interact with Jenkins jobs, builds, logs, SCM, and test results via REST API, no plugin required.

Brainstorm MCP Server

An MCP server that launches a lightweight localhost UI for interactive AI-assisted brainstorming and planning. It enables collaborative ideation workflows with visual diagrams, interactive elements, and image support for seamless human-AI collaboration.

context-sniper-mcp

A local MCP server that indexes a repository into line-range chunks and serves compact evidence packets to cut token usage when exploring or debugging code.

mcp-sqlite-tools

Provides comprehensive SQLite database operations for LLMs with security features, transaction support, and separation of read-only and destructive operations.

workday-studio-mcp

A local MCP server that gives Claude direct access to Workday Studio workspace. Enables reading, writing, planning, and validating integration assemblies without network calls or tenant credentials.

DevMCP

A single-file MCP server that turns any folder into a workspace for AI agents, enabling file operations, code search, shell commands, background jobs, HTTP testing, headless browsing, PDF extraction, and screen capture.

LTspice MCP

This MCP server enables agents to control LTspice on macOS for running simulations, generating schematics, extracting data, and automating verification workflows.

aws-calculator-assistant

Build shareable AWS Pricing Calculator estimates programmatically via MCP tools, designed for creating MAP funding estimates from customer infrastructure descriptions.

twitter-username-changes-mcp

An MCP server that tracks the historical changes of Twitter usernames—frequent screen name changes in crypto projects can be a red flag for potential scam risks.

GitHub Actions for Plane-MCP

✈ MCP (Plane.so용)

CodeMentor-AI

Enables IDE integration with a multi-agent AI pipeline for solving, reviewing, and optimizing code through adversarial peer review and security filtering.

mobbin-forge

An MCP server that works with Mobbin — 600k+ real app screens and flows from 1,100+ apps. Search screens, browse flows, grab palettes, build better UI without leaving Claude.

Multi-Agent RAG MCP Server

A legal-tech focused system that coordinates specialized agents for document classification, deadline extraction from Spanish legal texts, and strategic business intelligence. It integrates with Claude via MCP to provide semantic document search and automated deadline tracking using a Supabase vector database.

Spec MCP

Manages software project specifications with AI-powered guided creation, querying, validation, and dependency analysis through the Model Context Protocol.

jensenify-mcp

An MCP server that injects millions of tokens from classical literature into AI engineering interactions to provide deep humanistic context for technical decisions. It allows users to consult works like the Iliad or Shakespeare for engineering advice while helping them maximize their compute spending.

at-ris-mcp

Austria's legal information system (RIS): federal & state law, case law, gazettes, change monitoring.

FoundryVTT MCP Server

A Model Context Protocol server that integrates with FoundryVTT, allowing AI assistants to interact with tabletop gaming sessions through natural language to query actors, roll dice, generate content, and manage game worlds.

MCP Authentik

MCP server for Authentik identity management, enabling natural language management of users, groups, applications, flows, policies, providers, and more.

cryptoapis-hd-wallet

MCP server for Crypto APIs HD Wallet (Wallet as a Service) product. Track and manage HD wallets by their extended public key (xPub/yPub/zPub) — no private keys ever leave your device.

mcp-server-pdfnoodle

Enables AI assistants to generate PDF documents from templates or raw HTML using natural language, with tools for template creation, PDF generation, and utility operations.

Session-Based Authenticated MCP Server

MCP server with session-based authentication for AI assistants, providing secure access to a books database and currency conversion tools.

freshservice-mcp

An MCP server that enables AI assistants to interact with Freshservice service desk, supporting ticket search, retrieval, and creation via a configurable, Docker-first deployment.

Logseq MCP Server

Enables AI assistants like Claude to directly read, write, search, and navigate your local Logseq knowledge graph, including managing journals, pages, backlinks, and page relationships without manual copy-pasting.