Discover Awesome MCP Servers

Reddit Q&A to Notion MCP Server

Searches Reddit for answers to questions and saves Q&A sessions to Notion.

MemPalace

A local AI memory system that stores all conversations verbatim and organizes them into navigable structures. It provides 19 MCP tools for AI assistants to search and retrieve past decisions, debugging sessions, and architecture debates automatically.

gibRun MCP Server

MCP server for end-to-end API testing with PostgreSQL integration, HTTP requests, Go build automation, and debugging support.

classifinder-mcp

Enables AI agents to scan text for leaked secrets and prompt injection markers, and redact them before reaching an LLM.

Clarion Knowledge Base

Enables semantic search across Clarion programming documentation via natural language queries in Claude AI, supporting 21 manuals and 21,747 indexed chunks.

Houtini-lm

Houtini LM - LM Studio MCP Server with Expert Prompt Library and Custom Prompting - Offload tasks to LM Studio from Claude Desktop.

DeepAnalyze MCP Server

Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities through MCP tools, including multi-round reasoning, code execution, and file operations.

PrusaMCP

An intelligent 3D printing assistant that enables users to analyze meshes, generate optimal print profiles, and automate PrusaSlicer operations through an MCP client. It provides a comprehensive suite of tools for geometric analysis, printability checks, filament recommendations, and post-print diagnostics.

Judge0 CE MCP Server

Enables code execution and compilation through the Judge0 CE API, supporting multiple programming languages with submission management, status checking, and language configuration retrieval.

Facts By API Ninjas MCP Server

Enables users to retrieve random interesting facts from the Facts By API Ninjas API. It supports fetching multiple facts at once through a simple limit parameter via the Model Context Protocol.

MCP Code Sanitizer

Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and security issues in your code. Supports analyze, compare versions, explain code, generate tests, and HTML reports.

Gerrit MCP Server

An MCP server that enables language models to query and manage Gerrit code reviews via the REST API.

CodeCompass

Helps developers tackle legacy codebases by giving AI coding assistants context through Qdrant vector store and Agentic RAG with Ollama or DeepSeek.

usecortex-mcp

Persistent memory for AI coding agents. Store coding standards, architecture decisions, and project context across sessions with AES-256 encryption.

Zypin MCP

A lightweight MCP server for browser automation using Playwright with essential tools for navigation, form interaction, and web scraping. Provides 16 core browser automation tools with minimal setup and fast performance.

Mooring

Git and GitHub operations — repo status, diffs, branches, stashes, PRs, issues, and Actions from MCP.

MCP Atlassian

Integration server that connects AI assistants to Atlassian products (Confluence & Jira), enabling natural language interactions for searching content, managing issues, creating documents, and updating project information.

Git Workflow Automation MCP Server

Provides automated Git workflow tools for committing, creating pull requests, and merging with proper GitHub authentication handling. Supports complete Git workflows from commit to merge with dry run capabilities and conventional commit formatting.

KeyStack

Local dashboard and MCP server that maintains a live project registry and skill library, enabling coding agents to pull project context and automatically update status, stack, and next steps.

Figma Copilot

Enables AI assistants to interact with Figma designs programmatically, supporting comprehensive design automation including text manipulation with formatting preservation, batch operations, prototyping, auto-layout configuration, and component management.

osidb-mcp

MCP server for OSIDB (Red Hat Product Security's vulnerability management system). Enables read-only querying of flaws, affects, trackers, and status via natural language from MCP clients like Cursor or Claude Desktop.

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.

@jingjingbox/mcp-cli-bridge

Bridges CLI tools to AI assistants via MCP, enabling knowledge graph management and file reading capabilities.

Clangaroo

Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing with clangd LSP for efficient symbol lookup, navigation, and hierarchy analysis. It optionally integrates Google Gemini AI to deliver deeper architectural insights and automated documentation summaries.

IT Onboarding Automator MCP Server

Enables AI assistants to inspect employee access, list failed onboarding events, and retry provisioning operations.

io.github.CSOAI-ORG/coppa-ferpa-mcp

MCP server for children's privacy compliance, enabling checks under COPPA, FERPA, UK Age Appropriate Design Code, and EU AI Act provisions for minors.

Youtube Vision MCP

MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API to interact with YouTube videos. It allows users to get descriptions, summaries, answers to questions, and extract key moments from YouTube videos.

Cabrini

Intelligence exchange for AI agents. Contribute reasoning. Earn data. No keys required.

open-compute-mcp

Model-agnostic computer-use tools over MCP, enabling screen capture and automated actions (click, type, scroll) via natural language tool calls.