Discover Awesome MCP Servers

MCP Memory

An MCP server that gives AI assistants persistent memory across conversations, storing and retrieving user preferences and behaviors using vector search.

CircleCI MCP Server

Enables natural language interactions with CircleCI through Model Context Protocol, allowing users to retrieve build logs, find flaky tests, check pipeline statuses, and manage workflows without leaving their IDE.

StudyToolMCP

MCP server providing four study tools: PDF summarization, flashcard generation, math/code problem solving, and trust-filtered web search.

Compass DaaS

Compass DaaS exposes vegan-friendly restaurant search, restaurant enrichment, and dietary fit decision tools over the Model Context Protocol.

jamjet-labs/engram-mcp-server

Durable memory MCP server for AI agents. Temporal knowledge graph with hybrid semantic + keyword retrieval, LLM-powered fact extraction, conflict detection, and consolidation. Backed by SQLite or PostgreSQL. 11 MCP tools, 6 LLM provider backends. Part of JamJet.

Birding Planner

MCP server for birding trip planning with migration forecasts, hotspot analysis, and daily email briefings, integrating eBird, BirdCast, NWS, and iNaturalist data.

Bio_MCP

Enables users to generate volcano plots by submitting jobs with input files and parameters, supporting local or Docker execution.

Crescender MCP Server

Read-only MCP server that connects AI clients to Crescender's school asset, loan, member, and asset-comms API.

YouTube MCP

Enables YouTube video upload, metadata updates, thumbnail management, stats retrieval, and analytics via the YouTube Data API v3 and Analytics API using OAuth 2.0.

plane-mcp-server

MCP server for Plane integration, enabling AI agents to interact with Plane APIs and services for project management tasks.

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and handling databases and volumes.

Godot MCP

Enables AI assistants to interact with the Godot game engine by launching the editor, running projects, capturing debug output, managing scenes and nodes, and controlling project execution through a standardized interface.

file-mcp

Windows-first MCP server for deterministic file writes with atomic create, replace, and structured edit operations, preserving encoding and newline styles.

mcp-l402-gate-example

Minimal MCP server demonstrating L402 pay-per-call with Depth-of-Identity reputation gating, providing a bitcoin data tool that fetches BTC price and mempool fees.

img-categorize

MCP server providing pay-per-call vision tools (categorize, caption, OCR, embed) for AI agents, with payments via x402 and no API keys.

Local AI Files MCP

Provides safe, allowlisted local filesystem access for MCP-compatible AI clients, enabling directory listing, file reading/writing (with byte limits), and text search while blocking paths outside approved roots and symlink escapes.

server-ops-mcp

Enables AI tools to perform server operations such as log inspection, system monitoring, code management, Nginx and certificate management, with support for local and remote SSH modes and built-in security controls.

SingleStore MCP Server by CData

SingleStore MCP Server by CData

TeslaMate MCP Server

Enables reading Tesla vehicle data from a TeslaMate PostgreSQL database, including status, trips, charging, efficiency, weather integration, and more, via 38 tools for MCP-compatible clients like Claude Code.

my-first-mcp

A local MCP server that connects Claude Desktop to execute custom local code, such as generating custom greetings.

BrowserCard-AI-Broker

An MCP server that lets an LLM build, inspect and drive a running BrowserCard deck live in the browser.

Cloudinary

Cloudinary MCP server enables AI agents to upload, manage, analyze transform, optimize and deliver media using Cloudinary’s API.

Linode MCP Server

A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Linode Cloud Platform environment.

Excalidraw MCP Server

Enables AI agents to programmatically control a live Excalidraw canvas through element-level CRUD operations and real-time synchronization. It allows agents to iteratively build, inspect, and refine diagrams while providing visual feedback via screenshots and scene descriptions.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from Claude Desktop or Cloudflare AI Playground.

OIC Monitoring MCP Server

Enables MCP clients to inspect Oracle Integration Cloud integrations, connections, runtime instances, errors, and flow logs through natural-language queries.

grok-build-mcp

MCP server that wraps the Grok CLI to enable code review, adversarial testing, and chat with xAI's Grok model, integrating into any MCP host as a peer reviewer, adversary, and consultant.

polypack-mcp

Provides persistent adaptive memory management with tools for storing, recalling, contextualizing, and consolidating memories, along with graph queries and feedback mechanisms.

@kula-ai/mcp-server

MCP server enabling AI assistants to connect to Kula recruiting API for managing jobs, candidates, applications, webhooks, and more.