Discover Awesome MCP Servers

makeleaps-mcp

Unofficial MCP server to operate MakeLeaps clients, quotes, and invoices from LLMs via the MakeLeaps API, with local execution and no telemetry.

speaker-context-layer

Local MCP server for private, consent-based speaker identification and attribution, with per-language voiceprints and calibrated match thresholds. It lets AI assistants know who is speaking in a room or transcript without cloud services.

Debug Companion MCP

Enables AI coding agents to debug Python projects by running pytest, extracting failure locations, displaying code context around failures, and optionally requesting fix suggestions from Gemini.

Galaxy Brain

Combines structured sequential thinking with batch operation execution, enabling step-by-step reasoning with revision/branching capabilities and chained operations with variable piping between steps.

JIRA MCP Server

An MCP server that provides tools to interact with JIRA for sprint management, issue tracking, and attachment handling.

FortiAnalyzer MCP Server

Enables interaction with FortiAnalyzer JSON-RPC APIs for system health, ADOM/device inventory, alerts, reports, LogView searches, and documented long-tail read endpoints.

Meta Ad Library MCP

Production MCP server for querying the official Meta Ad Library API to search and retrieve ads data without scraping.

multsearch-mcp

A dual-path web search MCP server for Claude Code that cross-validates results via Tavily/Firecrawl and Google, explicitly returning sources to reduce hallucinations.

@tsdevstack/cli-mcp

MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastructure, deployment, and project state with 54 tools and 12 resources.

Toast MCP Server

Enables AI assistants to manage restaurant operations by integrating with Toast POS, including orders, menus, employees, payments, inventory, and reporting through 50+ tools and 18 React apps.

Burp Suite MCP Server Extension

Servidor MCP para Burp

SiLA MCP Server

Enables AI assistants to interact with laboratory devices via a SiLA server, allowing querying device info, listing commands, executing commands, and monitoring status.

Active Jobs Db MCP Server

Enables searching and retrieving job listings from the Active Jobs Db API with support for multiple filters like title, location, organization, and AI-based fields.

Microsoft Teams MCP Server

Enables AI agents to interact with Microsoft Teams through Microsoft Graph API, using delegated device-code authentication to act on behalf of the user.

neo4j-mcp-gateway

A single local MCP gateway for Neo4j that exposes both proxied generic Neo4j tools (schema, Cypher, GDS) and custom YAML-defined use-case tools behind one stdio endpoint.

Care Mate AI MCP

Enables AI-driven post-discharge patient monitoring and care coordination through tools for symptom triage, recovery tracking, exercise recommendation, and clinical reporting.

zellij-mcp-server

Un servidor MCP a través de zellij sobre STDIO.

paperclip-mcp

Enables AI clients to manage Paperclip issues, comments, and approvals via read, write, and composite action tools.

Neural-Stimulus

An MCP server that provides persistent semantic memory for LLMs by building a concept graph with vector search. It enables storing, linking, and retrieving concepts across conversations using Turso vector search and 256-dimensional embeddings.

Cursor Feedback MCP

Enables interactive feedback with image support in Cursor, allowing users to paste images for visual context and feedback.

@rethunk/mcp-multi-root-git

Provides comprehensive git tooling via MCP, including status, diffs, commits, branches, stashes, and multi-root inventory, enabling AI agents to manage repositories.

BV MCP

Connects the BV bank to AI assistants via Open Finance Brasil, enabling natural language queries on balances, transactions, credit card bills, and investments with read-only access.

squad-mcp

Exposes the squad-dev workflow as deterministic MCP tools, enabling task classification, risk scoring, specialist reviewer selection, and advisory verdict consolidation for code changes.

Outlook MCP Python

A Python-based MCP server for Microsoft Outlook integration using Microsoft Graph API, enabling email reading/sending, calendar management, and contact operations through Claude Desktop.

webots-mcp

An MCP server that gives AI agents full control and observability of the Webots robot simulator, enabling launch and monitoring of simulations, reinforcement learning training, model evaluation, and interactive scene manipulation.

operandi-mcp

Enables agents to identify appliances and retrieve grounded, robot-executable operation packages, reducing hallucinations from 24% to nearly 0%.

Cerebrito MCP Server

MCP server that exposes the knowledge base of the Cumplimiento Digital project, allowing AI agents to query KB entries, project status, endpoints, and glossary via MCP tools.

flo-plugin

Integrates Flo's AI-powered media automation into Claude, enabling tasks like quality control, content moderation, delivery validation, and asset search via slash commands and MCP tools.

smartthings-mcp

A lightweight server for Samsung SmartThings, offering tools to manage devices and rooms. Features include room mapping, device listing, status checks, and command execution. #IoT, #Python, #HomeAutomation #Smartthings

tavily-mcp-python

Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.