Discover Awesome MCP Servers

woollama

woollama is an MCP and OpenAI-compatible router that orchestrates AI clients with multiple backends (like Ollama, Anthropic) and MCP tools, enabling seamless composition of models, tools, and recipes.

mcp-memori

With Memori's MCP server, your agent can retrieve relevant memories before answering and store durable facts after responding, keeping context across sessions without any SDK integration. With MCP, it can: Store stable user facts and preferences after answering using the advanced_augmentation tool Recall relevant memories before answering using the recall tool Maintain context across sessions us

google-calendar-mcp

Enables reading Google Calendar events for a specific date using the getMyCalendarDataByDate tool.

Google Search Console MCP Intel Engine

Transforms raw Google Search Console signals into actionable marketing insights, such as detecting cannibalization, segmenting search intent, and identifying citation opportunities, for any MCP-compliant AI agent.

Credential Manager MCP

Credential Manager - MCP server providing AI-powered tools and automation by MEOK AI Labs

GDAL MCP

An MCP server providing geospatial analysis tools for raster and vector data, integrated with a reflection system that requires AI agents to justify their methodological decisions. It enables accurate mapping and spatial operations by ensuring reasoned choices for coordinate systems, resampling, and data transformations.

knot

Knot is a semantic and structural codebase indexer designed for AI coding agents and developers navigating large projects. It combines vector search and graph traversal to find code by meaning, analyze impact via reverse dependencies, and explore file architectures.

js-reverse-mcp

Chrome browser JS reverse engineering MCP tool for CTF/Web security, enabling dynamic analysis and restoration of login encryption logic.

Insurance Claims MCP RAG Agent

Provides retrieval-augmented generation for insurance claims, enabling search, clause retrieval, and governed tool-calling over policy documents using local LLM (Ollama).

MCP Vertica

A Model-Context-Protocol server that provides SQL query execution and database management capabilities for Vertica databases, featuring connection pooling, schema management, and security controls.

Azure Data Lake Storage MCP Server by CData

Azure Data Lake Storage MCP Server by CData

Website Screenshot MCP

A server that allows AI agents and clients to programmatically capture screenshots of websites with options for image format and viewport selection.

Capsule Bash Server

Sandboxed Bash for Agents. Full state capture on every command.

SEO Insights MCP Server

Connects AI assistants to SEO APIs for backlinks analysis, keyword research, and traffic analysis.

asterdex-mcp-server

A comprehensive MCP server for Aster DEX perpetual futures trading, enabling AI agents to access real-time market data, perform institutional-grade analysis, execute orders, and run automated trading strategies.

handoff-mcp

Provides persistent memory for AI coding agents across sessions by saving and loading session context like tasks, decisions, and blockers.

crypto-whitepapers-mcp

An MCP server serving as a structured knowledge base of crypto whitepapers for AI agents to access, analyze, and learn from.

Replit MCP Server

Enables AI assistants to interact with Replit workspaces directly, including managing repls, file operations, environment variables, and deployments without constant user intervention.

roshan-alefba-mcp

A self-hostable MCP server that exposes Roshan AI's Alefba OCR service as tools, enabling document reading, page extraction, status polling, and export to PDF/Word/Excel for Persian, Arabic, and English text.

RSK MCP Server - Rootstock Blockchain Tools

Enables AI clients to interact with the Rootstock (RSK) blockchain through wallet management, balance queries, token transfers, smart contract deployment and verification, and transaction tracking operations.

git-training-wheels

An MCP server that enforces safe git commits by allowing only specified files and providing fixup capabilities for earlier commits.

Garmin Connect MCP

A Model Context Protocol server that integrates Garmin Connect data with LLMs to provide personalized running analysis and training plans. It enables users to monitor performance metrics, manage training loads, and receive data-driven workout suggestions based on health indicators like VO2 Max and recovery status.

Spectacle

An MCP server that lets Claude query, search, and explore OpenAPI specifications from local files. Supports OpenAPI 3.x and Swagger 2.0.

GMail Manager MCP

Connects Claude Desktop to your Gmail so you can start managing your inbox using natural language. Bulk delete promos & newsletters, organize labels and get useful insights.

Sleeper MCP Server

A server that integrates Sleeper fantasy sports data with Goose AI through the Machine Context Protocol (MCP), providing structured access to fantasy league information.

Librarian MCP Server

Librarian adalah server Model Context Protocol (MCP) yang menyediakan API untuk mendaftar, mencari, dan mengambil file markdown yang disimpan secara terstruktur.

Deephaven MCP

Enables AI assistants to interact with Deephaven real-time data systems, allowing natural language queries, script execution, and management of both Community Core and Enterprise deployments for live data analysis and streaming workflows.

deep-research

Enables deep research tasks using a multi-agent architecture that integrates any LLM and MCP tools. Available via MCP stdio, streamable HTTP, and SSE transports.

state-trace

Graph-native bounded working memory for coding agents with typed memories, causal retrieval, current-vs-stale state queries, and compact small-model briefs.

mcp-commands

An MCP server for tracking and managing AI command usage history using a PostgreSQL database. It enables users to log, search, and view statistics for various AI-related commands and their execution contexts.