Discover Awesome MCP Servers

dependency-remediation-mcp-server

Automates remediation of Java library vulnerabilities by processing a security advisory Excel export, scoping to a Spring Boot Maven app, applying version upgrades to pom.xml, and verifying the build.

data-seattle

Enables querying Seattle open data from data.seattle.gov via the Socrata SODA API.

AFFiNE MCP Server

Enables interaction with AFFiNE workspaces through GraphQL API to manage documents, search content, handle comments, and access version history. Supports comprehensive workspace operations including document publishing, comment management, and user authentication via session cookies or personal access tokens.

LinkedIn Content Creation MCP Server

Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.

databricks-mcp-server

Provides tools for interacting with Databricks clusters, jobs, and workspace operations via the Model Context Protocol.

mcpcatalogs

Enables AI assistants to search, compare, and get detailed information about MCP servers from the mcpcatalogs.com directory.

Abacate Pay MCP Server

Enables integration with Abacate Pay API for managing payments, customers, and billing through AI assistants. Supports multi-tenancy, PIX QR codes, discount coupons, and payment simulation with secure per-request API key authentication.

scry

Marker-indexed SQL cache MCP server that indexes in-file @scry.\* markers into a SQLite database, enabling agents to query structured project knowledge via read-only SQL without LLM reasoning.

Legacy Loop MCP Server

Enables AI assistants to create, manage, and discover family gift registries. Users can add links from Amazon, Target, and more through natural language.

Slate MCP Server

Connects Technolutions Slate with Claude to query and analyze student enrollment demographics, diversity metrics, and enrollment funnel data through natural language.

Agent Memory MCP

MCP server for agent-maintained memories, allowing creation, reading, updating, deletion, and listing of memories with global or repo scopes.

antd-components-mcp

Layanan MCP untuk kueri komponen Ant Design, yang mencakup dokumentasi komponen, dokumentasi API, contoh kode, dan kueri log perubahan komponen.

Seafile MCP Server

Enables AI assistants to interact with Seafile cloud storage for managing self-hosted files and directories. It supports operations such as reading, writing, moving, and searching across libraries using either account-based or library-specific authentication.

context-repo-mcp

An MCP server that enables AI assistants to manage Context Repo prompts, documents, and collections with semantic search and progressive disclosure navigation.

Gmail MCP Server

A Model Context Protocol server for Gmail that lets AI assistants read, send, search, label, and filter Gmail through natural language, with OAuth2 auto-authentication and full attachment support.

debugpy-mcp

An MCP server that enables agents to attach debugpy to running Python processes inside Docker containers for enhanced debugging and inspection. It provides tools for container autodiscovery, process injection, and generating breakpoint plans based on logs and metadata.

siteone-mcp-server

Enables SEO auditing and site analysis by crawling websites, identifying issues, and generating reports like sitemaps and markdown exports.

super-loop-mcp

A referee for self-improving AI agent loops that mines past sessions for working workflows, improves them, and never stops until you stop it.

OpenCloudCosts MCP

Anchor AI FinOps to real, live cloud pricing. AWS, GCP & Azure — public list prices and enterprise negotiated rates. No credentials needed for AWS and Azure public pricing.

Intuition MCP Server

An HTTP stream server for interacting with the Intuition knowledge graph, enabling users to query and manage data through tools like extracting triples, searching entities, retrieving account info, and exploring relationships.

Azure Key Vault MCP

Enables management of Azure Key Vault secrets and certificates, including creation, retrieval, deletion, format conversion (PEM/CRT to PFX), certificate chain imports, and self-signed certificate generation.

flstudio-mcp

AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (Mix Doctor diagnosis, gain staging, EQ/compression/reverb, reference matching), routing, and composition through Claude and any MCP client. 67 tools. Windows.

ahk-mcp

Server MCP yang mengekspos fungsionalitas AutoHotkey, memungkinkan antarmuka model untuk tugas-tugas otomatisasi di Windows.

wiki-mcp

MCP server for managing a personal markdown wiki. Provides search, navigation, read, write, delete, and move tools with automatic index.md management.

Xfinity MCP Server

Enables users to manage their Xfinity ISP accounts through automated browser sessions for tasks like checking data usage and paying bills. It supports monitoring service outages and remotely restarting equipment using natural language commands.

Fathom MCP Enhanced

Provides comprehensive MCP tools for Fathom.video meetings, including transcripts, summaries, action items, team management, webhooks, and analytics.

GolfBox MCP

A local MCP server for GolfBox tee-time workflows that lets agent clients authenticate, list clubs, search tee times, manage bookings, and prepare bookings with conservative safety defaults.

SuperMapMCP

MCP Client和Server, 实现shapefile导入到数据库。

EODHD MCP Server

Enables interaction with EOD Historical Data APIs, providing access to 75 read-only tools for financial data including fundamentals, news, screeners, and options via MCP transports.