Discover Awesome MCP Servers

claude-memory

A persistent semantic memory system for Claude Code, using vector search and a judgment ledger to surface prior decisions and calibrate predictions.

mcp-vision

A local autonomous AI agent that watches your screen, understands the visual layout, and executes native OS commands (clicking, typing) without cloud APIs.

TBC Guidelines Automation System

Provides real-time TBC Bank development standards compliance checking and code review tools. Integrates with GitHub Copilot and development workflows to automatically enforce coding guidelines and reduce violations.

OpenMembrane

OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously reads and learns from your coding sessions — you never have to tell it what to save. It selectively absorbs project knowledge, blocks secrets, filters noise, resolves conflicts, and persists only what matters.

ResoniteLink MCP

Enables control and manipulation of Resonite VR worlds through the ResoniteLink WebSocket protocol. Supports slot management, component operations, and world object creation/modification through natural language.

Claude Memory MCP Server

A persistent memory system for Claude using LanceDB, enabling semantic search, local embeddings, and tools to manage topics, memories, and todos across conversations.

Amazing Marvin MCP Server

Connects AI assistants to Amazing Marvin for comprehensive task management, including creating and organizing tasks, time tracking, viewing schedules, and managing projects through natural language.

Celo MCP

Enables read and write access to the Celo blockchain including balance checks, token transfers, swaps, agent identity (ERC-8004), and x402 micropayments, returning unsigned transactions for user signing.

🧠 serverless-mcp-server

A super simple Model Context Protocol (MCP) server deployed on AWS Lambda and exposed via Amazon API Gateway, deployed with Serverless Framework.

MCP-Exec

A secure, context-aware MCP server for shell command execution with comprehensive logging and AI optimizations, enabling interactive sessions and safe system administration via Claude Desktop.

Blue Perfumery MCP Server

A Model Context Protocol server that provides AI assistants with access to Blue Perfumery's perfume collection data, enabling users to search, compare, and purchase fragrances through natural language interactions.

journal-rag

Hybrid retrieval MCP server for searching team markdown journals using BM25 and local vector embeddings, with tools for search, browse, and regex lookup.

nest-mcp-learning-server

A read-only MCP server that teaches how to expose documentation as a resource and safe operations as tools, using JSONPlaceholder as the data source.

VibeSharing MCP Server

Connects AI coding assistants to a team prototype hub for deploying, sharing, and gathering feedback on prototypes, with context sync across sessions.

Libragen

Creates and searches private, local RAG libraries from documentation to ground AI assistants in authoritative sources, reducing hallucinations by providing current, accurate context from your own docs instead of relying on outdated training data.

Nano Banana 2 Polza MCP Server

MCP server for generating and editing images through Polza AI using Google Gemini models (Nano Banana 2, Pro, Flash). It supports conditioning with up to three reference images and provides structured metadata with reproducibility hints.

coindesk-mcp

The MCP server that can read recent news from Coindesk.

Model Context Protocol Server

Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.

pdf-analyzer

Enables AI agents to read and analyze PDF documents for natural language Q\&A. Supports multiple LLM providers including Google Gemini, Anthropic Claude, and OpenAI.

PostgreSQL MCP Server

Enables secure, direct access to PostgreSQL databases for queries, modifications, and schema exploration.

ComfyUI MCP Server

Enables Claude to generate images through a local ComfyUI instance using Stable Diffusion and SDXL models via natural language. Users can trigger image generation, list available checkpoint models, and monitor the ComfyUI queue status directly from their MCP client.

github-repo-manager-mcp

This MCP server lets an AI client manage GitHub repositories through the GitHub REST and GraphQL APIs, enabling repository CRUD, topic/label management, and file operations.

Lumino

About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.

Airtable MCP Server

Enables AI assistants to retrieve records from Airtable bases by providing record ID, base ID, and table name.

Gmail MCP Server

Enables sending, reading, and managing Gmail emails through MCP clients like Claude, supporting both App Password and OAuth2 authentication, with features like listing unread emails, archiving, and using Mustache templates.

Google Calendar MCP Server

Integrates Google Calendar with AI assistants through the Model Context Protocol, allowing users to view and manage calendar events through natural language interaction.

SpecForge

SpecForge is a Model Context Protocol (MCP) server that connects an LLM client to a fully autonomous code-fixing pipeline. Point it at a GitHub issue, and it reads the repo, plans a fix, writes the code, tests it, and opens a pull request.

Codeforces MCP Server

Enables searching and retrieving metadata for Codeforces problems by title, id, rating, or tag, and provides service health status.

readwise-mcp

Exposes Readwise and Reader operations as MCP tools, enabling AI agents to save URLs, search documents, retrieve full content and highlights, and manage tags and locations.