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.

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.

databricks-mcp-server

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

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.

reasonix-feishu-mcp

MCP server for Feishu/Lark API integration, enabling AI agents to send messages, manage groups, create and edit documents and spreadsheets, and search knowledge bases.

Code Graph Context

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

Devici MCP Server

Enables interaction with the Devici API for managing threat models, security components, mitigations, users, teams, and collections through natural language.

MCP Gateway

A Bun-based gateway that provides self-describing, discoverable APIs for AI agents, restoring the hypermedia pattern of the web. It allows agents to autonomously explore and understand API surfaces through MCP protocol.

MCP Inventario

Enables inventory management through MongoDB with tools for creating, listing, searching, updating, and deleting items and categories. Supports natural language interactions via Groq AI integration.

filesystem-mcp

A TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and generate summaries of text notes via URIs and tools.

mcp-dotnet-diagnostics

Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory leaks, GC pressure, LOH fragmentation, and thread starvation in any running .NET process — no code changes required.

SheetForge MCP

Local-first Excel MCP server for AI agents enabling structured reads, workbook introspection, and safer .xlsx mutation without Microsoft Excel or LibreOffice.

server-nothing

A minimal MCP test server for validating initial client/server setup, offering no built-in capabilities as a satirical counterpart to server-everything.

jira-pilot

Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage Jira issues, sprints, boards, and more. It enables natural language interaction with Jira through the Model Context Protocol.

tasks-mcp

Enables AI assistants to manage Notion tasks, projects, and courses through MCP, allowing creation, retrieval, and filtering of tasks.

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.

MCP TMDB

An implementation of the Model Context Protocol that provides tools to interact with The Movie Database (TMDB), allowing users to search for movie collaborations, actor filmographies, and other film industry data.

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.

WeatherXM Pro MCP Server

WeatherXM Pro MCP Server

SkillPress

Compiles websites, docs, and repositories into agent-ready SKILL.md packages for AI coding agents.

PatternStack

Provides crowdsourced package intelligence and security alerts for AI coding assistants by analyzing project dependencies and framework co-occurrence. It enables automated project scans, package alternative discovery, and data-driven recommendations across multiple programming ecosystems.

Animated Video MCP Server

An MCP server that executes Manim Python scripts to generate and return rendered animations. It enables users to create mathematical and programmatic videos dynamically through natural language interfaces.

RecourseOS

MCP server that evaluates Terraform plans, shell commands, and tool calls to assess recoverability and risk before execution, enabling safe AI agent actions.

kie-ai-mcp-server

Universal MCP server for all Kie AI image generation and editing models, enabling text-to-image, image-to-image, and image editing via natural language.

Groundhog Day MCP Server

An MCP server that enables interaction with the Groundhog Day API, auto-generated using AG2's MCP builder to facilitate multi-agent conversations with this service.

web-search-plus-mcp

A Model Context Protocol server that gives AI assistants access to 7 search providers with intelligent auto-routing. Analyzes query intent and picks the best provider automatically — no manual switching needed. Install, configure your keys, and go.

Sybil MCP

Monitors Notion databases in real-time to detect project risks, such as delayed engineering tasks overlapping with marketing campaign launches. It automatically generates alerts in a Notion Alert Center and allows users to perform on-demand risk analysis through Claude.

Synapse

Provides structural code intelligence via 26 MCP tools, enabling AI assistants to query code symbols, dependencies, and call graphs accurately without file-pasting.