Discover Awesome MCP Servers

Mnemos

A self-hosted, multi-context memory server that enables AI agents to search and retrieve information from local documents and crawled websites via MCP tools. It runs fully offline using Postgres and Ollama to provide secure, private knowledge management and retrieval-augmented generation.

FastMCP Calculator Server

A Model Context Protocol server providing calculator tools (add, subtract, multiply, divide, etc.) with optional JWT or Google OAuth authentication.

ts-refactor-mcp

An MCP server that enables AI agents to move TypeScript files and directories while automatically updating all affected imports using a persistent tsserver instance. This ensures atomic, error-free refactoring that maintains project integrity without manual intervention or wasted tokens.

Magic-API MCP Server

Provides comprehensive development tools for Magic-API including documentation lookup, API testing, resource management, debugging with breakpoints, backup operations, and code search capabilities. Enables developers to efficiently build, test, and maintain Magic-API projects through natural language interactions.

Daraja API MCP Server

Provides AI assistants with access to comprehensive Safaricom Daraja API documentation for all 22 M-Pesa APIs through searchable tools, enabling developers to query payment processing, transaction management, and business operations documentation.

upgrade-pilot-mcp

Enables AI agents to safely upgrade JavaScript and TypeScript projects through dependency analysis, upgrade path detection, breaking change identification, codemod application, and PR summary generation.

Glitchtip MCP Server

Enables interaction with Glitchtip error tracking platform through natural language. Provides access to issues, events, projects, teams, and organization management for comprehensive error monitoring and debugging.

zerodha-claude-mcp

Enables AI models to interact with the Zerodha trading platform for portfolio management, trading, and account operations through natural language.

Local Project Sync

A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.

JSON MCP Server by CData

JSON MCP Server by CData

mcp-searxng

Integrates SearXNG API to give AI assistants web search and URL reading capabilities.

GCP Diagram MCP Server

Enables generating GCP architecture, sequence, flow, and class diagrams using natural language or Python code via the diagrams library.

github-mcp

Provides 39 tools to manage GitHub repositories, branches, issues, PRs, workflows, and more via the GitHub CLI, enabling natural language interaction with GitHub.

MCP Azure DevOps Server

A Model Context Protocol server that enables AI assistants to interact with Azure DevOps services, providing capabilities for work item management, project management, and team collaboration through natural language.

n8n Workflow MCP

Un servidor MCP para generar y administrar flujos de trabajo de n8n.

Servicialo

Open protocol for AI-agent coordination of professional services. Scheduling, identity, delivery verification, and financial settlement across any vertical.

mcp-recherche-entreprise

Enables searching for French companies using the official data.gouv.fr API, with filters for name, location, activity, and certifications.

codex-cli-mcp-tool

An MCP server that allows Claude Code to interact with the OpenAI Codex CLI.

mcp-openapi

Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code. Supports Swagger 2.0, OpenAPI 3.x, Bearer/API-key/OAuth2 auth, flat parameter schemas for better LLM accuracy, and smart response truncation.

Wilma MCP Server

An MCP server for the Wilma school communication platform, enabling AI assistants to view schedules, read and send messages, and manage inbox.

Forge MCP Server

Integrates with the Laravel Forge API to provide comprehensive management of servers and sites. It enables users to perform health checks, monitor logs, create resources, and execute deployment tasks through MCP-compliant tools.

Truecaller Data2 MCP Server

Enables phone number lookup through the Truecaller Data2 API, allowing users to search and retrieve information about phone numbers for identification and verification purposes.

tweetly

An MCP server that enables AI agents to automate actions on X (Twitter) through a real browser session, including posting, engaging, and reading via over 40 tools. It supports self-hosting and provides a panel for API key management.

Sanctuary MCP Server

Wraps any AI agent harness with kernel-level protection, cryptographic signing, and portable audit trails, ensuring your agents act within your sovereignty.

code-graph-mcp

A high-performance code knowledge graph server implementing MCP, indexing codebases into a structured AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing.

Mcp Server

Implementación del protocolo de contexto del modelo que conecta tu LLM a Firebolt.

chorus field

Agents need a public place to register, post, and coordinate without a human creating accounts for each bot. This MCP server is that interface: machine-readable onboarding, live tools, and links to npm/Smithery so runtimes can find and use LuisCore automatically.

midjourney-mcp

Enables Midjourney image generation via PiAPI with daily cost caps, audit logs, and SSRF-safe image URL inputs.

mcp-sequel

MCP server for Claude that connects to MySQL, MariaDB, and SQLite databases. Query your databases using natural language.