Discover Awesome MCP Servers

Connapse

Self-hosted knowledge backend for AI agents. Provides 11 MCP tools for hybrid vector + keyword search, container-isolated knowledge bases, and 4 storage connectors (S3, Azure Blob, MinIO, filesystem). Built with .NET, runs via Docker.

Lexiguard HR

Enables Cursor AI to query a local MySQL HR database in natural language using read-only SQL tools.

ThoughtMCP

Implements human-like cognitive architecture for enhanced AI reasoning through dual-process thinking, memory systems, emotional processing, and metacognitive monitoring. Enables users to process thoughts with biological-like cognitive processes including intuitive and deliberative reasoning modes.

Slack MCP Server

Enables AI assistants to interact with Slack workspaces through comprehensive channel management, messaging, direct messages, search functionality, and user management capabilities.

Notes MCP Server

A local note-taking server that provides intelligent management of markdown files through hybrid keyword and AI-powered semantic search. It enables users to create, find, and retrieve notes using advanced indexing, vector embeddings, and a built-in web viewer.

MCP Resume Scorer with Leaderboard

Enables AI-powered resume scoring and feedback through secure Google OAuth authentication. Provides FastAPI endpoints for resume evaluation with plans for leaderboard visualization and competitive scoring features.

docs-rag-mcp

Searches local markdown files using TF-IDF retrieval and serves full documents as resources.

nrc-mcp

An MCP server for designing, sculpting, optimizing, and shipping NetRadiant-custom levels for Urban Terror, exposing map editing, validation, rendering, and compilation through 47 tools and 5 resources.

FreeCAD MCP

Enables users to control FreeCAD through natural language for creating, editing, and managing 3D objects and documents. It supports executing Python code, capturing screenshots of the workspace, and importing parts from the FreeCAD library.

PEP Estendida (Parentescos)

Enables checking whether a person is politically exposed (PEP) or related to one, using their CPF (Brazilian taxpayer ID). It provides a single read-only tool that returns PEP status and family relationships.

mcp-open-library

A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book information.

ai-memory

Turn editor chat history (Cursor/Claude Code/Windsurf/Copilot/Codex CLI) into typed Markdown memories + AGENTS.md + Cursor Rules via MCP. Local-first, git-trackable.

FlowyPrompt MCP Server

MCP server for Claude Desktop that manages prompt templates with automatic variable extraction and substitution, synchronized from a GitHub repository.

SJ RedM MCP Server

A unified development tool for RedM that provides access to RDR3 discoveries, framework documentation (VORP/RSGCore), native functions across 86+ namespaces, and database operations with smart context-aware loading.

Azure DevOps MCP Server

A Model Context Protocol server that integrates with Azure DevOps, enabling users to query work items, access backlogs, and perform various Azure DevOps operations through a standardized interface.

rag-mcp

Hybrid RAG over Claude Code and Hermes session history via MCP tools for search, ingest, and context injection.

freshvault

An MCP server that provides always-fresh semantic search over Obsidian vaults, automatically watching file changes and using local embeddings via Ollama.

weflow-mcp

Enables to access and manage WeChat data (sessions, contacts, Moments) through the local WeFlow HTTP API.

Google Sheets MCP Server

Enables AI assistants to access, search, and analyze Google Spreadsheets through the Model Context Protocol. Supports both OAuth 2.0 for private sheets and API key authentication for public sheets, with tools for listing, reading, and searching spreadsheet data.

Supplier Hub Private Label Workflow MCP

MCP server that automates Coupang Supplier Hub Private Label fulfillment workflows, including order lookup, confirmation, courier registration, waybill printing, and shipment document output, with a local dashboard and 16-step tools.

DB Explorer MCP

Enables connecting to any SQL database, exploring schemas, running queries, and visualizing results with interactive charts from Claude Desktop.

pc2e-pii-shield

MCP server for secure read-only PostgreSQL queries with automatic PII masking, pseudonymization, and strict SQL guards to enforce data privacy compliance.

urlDNA MCP Server

Enables security-focused LLM agents like GPT-4.1 and Claude 3 to interact with the urlDNA threat intelligence platform, providing tools for URL scanning, threat detection, and malicious content analysis.

Backlog MCP サーバー

Espejo de

blender_fleet

Enables multiple AI agents to concurrently submit isolated 3D modeling jobs to headless Blender workers, with per-job outputs, logs, and status tracking.

Frappe MCP Gateway

An OAuth-protected MCP sidecar for Frappe applications, enabling secure access to Frappe tool packs (e.g., personal health metrics) by validating OAuth tokens and issuing internal assertions.

Linux Shell Command Executor MCP

Enables AI models to safely execute pre-defined Linux shell commands with a whitelist mechanism, restricting execution to allowed commands only.

Knowz

Enables AI agents to connect to hosted Knowz vaults via MCP for knowledge management, supporting operations like search, save, browse, and amend.

jde-e1-config-mcp

Provides AI-assisted research and configuration guidance for JD Edwards EnterpriseOne 9.2 Release 24, including installation, environment setup, troubleshooting, and best practices.

SparkMango

A Model Context Protocol server that converts Solidity bytecode into functional server implementations, allowing interaction with blockchain contracts through a RESTful API.