Discover Awesome MCP Servers

claude-engram

Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictions, and cross-session search.

Congo River Compositional Intelligence

Provides tools for semantic decomposition, proof search, knowledge graph operations, and neuro-symbolic reasoning that bridges neural LLMs with symbolic AI through RDF triples, lambda calculus, and compositional intelligence principles.

five-mcp

LLM character consistency engine — generates structured JSON constraints from 4 questions about your AI's psychology. Drop into any LLM's system prompt to prevent persona drift; reduces inference cost from retries.

Strapi MCP Server

Enables AI assistants to connect to Strapi CMS for browsing, creating, editing, publishing, and managing content through natural language.

claude-tools

Local MCP servers that give Claude Code access to other tools mid-session.

mail-cal-drive-mcp

A self-hosted MCP server for managing email, calendar, and cloud storage across Microsoft 365, Google Workspace, and IMAP accounts, enabling natural language interaction through any MCP client.

vaporcheck

Blocks AI coding assistants from installing non-existent packages and accessing non-existent files.

TestRail MCP Server

Enables comprehensive TestRail test management integration with support for projects, test cases, runs, results, advanced reporting, analytics, and AutoSpectra test automation framework synchronization.

mcp-apple-calendar

A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper to access EventKit directly, enabling event queries without AppleScript or Calendar.app dependency.

SPINES MCP Server

Enables AI assistants to search books, manage reading lists, and access book collections and bookshelf data from SPINES via the Model Context Protocol.

Discord MCP Server

A comprehensive Model Context Protocol server that enables interaction with Discord for channel management, message searching, and automated communication. It features enterprise-grade security with multi-tenant authentication, rate limiting, and real-time monitoring via a built-in inspector dashboard.

mcp-communicator-telegram

Enables communication with users through Telegram, including asking questions, sending notifications, sharing files, and creating project archives via a bot.

costkits-mcp

Provides live US healthcare cost data including procedure cost estimates, provider pricing, insurance coverage rules, and medical bill analysis using real hospital transparency and CMS data.

Cloudflare API MCP

A lightweight MCP server that enables agents to interface with Cloudflare's REST API, allowing management of DNS records and other Cloudflare services.

Cricket Analytics MCP

Enables cricket analytics via natural language, including player stats, team performance, match results, comparisons, and news, powered by OpenAI and MCP.

sqemo-mcp

MCP server for Sqemo, a web-based ERD tool with team naming standards. 34 tools: read/edit entities, attributes, and relationships; generate physical names from a shared glossary and naming rules; SQL (7 dialects) and DBML import/export; ERD lint, diff, and ALTER generation.

Dual Water Tank MCP

Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltage-capacity data for battery aging mechanism identification, with parameter fitting, batch processing, and MCP server integration.

CONFEA/CREA (Engenharia)

This MCP server enables querying the professional registration of engineers and agronomists in Brazil's CONFEA/CREA system using CPF and national registration number, with a single read-only tool.

a5sql-mcp

Reads A5:SQL Mk-2 ER diagrams and SQL files locally, making them accessible to AI tools via the MCP protocol without executing SQL or writing to databases.

Unofficial Lexware Office MCP Server

Connects to the Lexware Office API to provide read and write access to accounting data such as invoices, contacts, vouchers, and articles. Enables natural language queries and management operations through an MCP client.

godot-ai-mcp

Provides AI assistants with tools to launch the Godot editor, run projects, manipulate scenes, manage scripts, and control node properties through a standardized MCP interface.

MCP ERPNext Plugin

Integrates Claude with ERPNext v16, enabling CRUD operations, queries, and method calls through a secure MCP interface.

Puppeteer MCP Server

Enables AI agents to automate browser interactions including navigation, content extraction, form filling, screenshots, and JavaScript execution across multiple tabs using Puppeteer.

FortiCNAPP MCP Server

MCP server for managing Fortinet FortiCNAPP via AI agents, enabling vulnerability scanning, agent management, and compliance monitoring.

Zoho Desk MCP Server

Exposes the complete Zoho Desk API with over 700 endpoints across 130 categories using a context-efficient search-then-call pattern. It enables users to manage tickets, contacts, agents, and support operations through natural language interactions.

reqif-mcp

An MCP server for requirements engineering that allows loading ReqIF baselines and querying requirements, tracing links, detecting orphans, and diffing baselines using natural language.

muze-mcp

Provides Meta and Google Ads intelligence for AI assistants, enabling users to analyze performance, track competitors, and manage ad campaigns through natural language. It features 17 tools for generating creative concepts, scraping competitor ads, and performing deep account-level analysis.

odoo-agent-mcp

A version-agnostic MCP server for Odoo that enables AI agents to interact with any Odoo app's data, schema, and source code, supporting tasks like data CRUD, schema mapping, code analysis, and feature implementation.

MCP Docs Assistant

An MCP server that retrieves documentation from official sources (LangChain, LlamaIndex, OpenAI, uv) using Serper API, extracts page content, and provides context for LLM-based answers.