Discover Awesome MCP Servers

Memory MCP Server

Captures live conversation snapshots every 5 prompts and provides semantic recall to maintain context across Claude Code sessions.

company-gibraltar-mcp

Enables AI agents to calculate corporate tax payments, check compliance deadlines, and generate pre-filled Gibraltar company forms (annual return, office change, incorporation pack) without API keys or rate limits.

makemkv-mcp

Integrates MakeMKV with the Model Context Protocol to enable scanning, ripping, and backing up optical discs through natural language commands. It features a persistent job queue, automated ripping strategies, and real-time status notifications via Discord or webhooks.

InvoiceExpress MCP

Provides complete Portuguese invoice management with 60+ specialized tools including invoice creation, client management, SAF-T tax compliance, treasury operations, and Portuguese Tax Authority (AT) integration for AI-powered business automation.

io.github.darshjoshi/pitwall

Turn Claude into your F1 race engineer.

Notion MCP Server

A local MCP server for the Notion API, enabling AI agents to read, write, and manage Notion pages and databases. This fork restores database creation support.

OpenShift 4 MCP Server

A comprehensive Model Context Protocol (MCP) server that exposes 216 tools, 7 resources, and 10 runbook prompts for every OpenShift 4 cluster operation an SRE, developer, or operator could need — all driven by an LLM.

AIE7-MCP

MCP server that provides web search capabilities using the Tavily API.

Remote Shell MCP

Enables secure remote workspace management over SSH, supporting file operations, shell commands, and profile configuration for agent-safe remote code environments.

higgsfield-mcp-server

Remote MCP server enabling Claude to generate images and videos via the Higgsfield AI API, including photorealistic photos, reference-guided images, and video generation from multiple models.

arXiv MCP Server

Enables AI-powered academic paper discovery, search, and analysis from arXiv with advanced features like semantic search, citation network analysis, and multi-format exports (BibTeX, RIS, JSON, CSV). Provides intelligent research assistance through specialized AI prompts for summarization, trend tracking, and literature review automation.

SmartThings Rules Copilot MCP Server

Enables querying and managing SmartThings locations, devices, and rules through MCP tools, with security and confirmation safeguards.

Hybrid Vision MCP Server

Bridges local vision engines (Tesseract.js OCR and Sharp preprocessing) with Ollama vision models for image analysis, comparison, text localization, and browser screenshot annotation over MCP-compliant HTTP/SSE transports.

CPersona

Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword), confidence scoring via Reciprocal Rank Fusion, episodic/profile memory, and 16 tools. Zero LLM dependency. Works standalone with Claude Desktop and Claude Code. MIT licensed.

MCP Server Boilerplate

A comprehensive Model Context Protocol server template that implements HTTP-based transport with OAuth proxy for third-party authorization servers like Auth0, enabling AI tools to securely connect while supporting Dynamic Application Registration.

ichi

A persistent character and memory layer for coding agents over MCP. It remembers user interactions, reinforces standards, and provides emotional continuity across sessions.

time-left-mcp-chatgpt

Provides a single tool to display visual progress bars for time remaining in the current day, week, month, and year, enabling ChatGPT to answer 'how much time is left?' queries with elegant visualizations.

Accessible Visit MCP

Enables users with mobility impairments to assess tourist destination accessibility by providing integrated information on barrier-free facilities, weather conditions, nearby wheelchair charging stations, and festival-based congestion risk through natural language queries.

docforge

Agent-grade document production powered by Typst: templates with JSON schemas, deterministic compile/lint/repair, PNG previews and visual QA

Forge MCP Server

Connects AI assistants to the complete Salesforge product suite, enabling management of workspaces, contacts, sequences, mailboxes, domains, and more across multiple sales tools.

MCP GCP DevOps

Enables managing Google Cloud Platform infrastructure through natural language, including VM deployment, SSH key management, remote command execution, and Terraform infrastructure-as-code operations.

phonebook

Enables coding agents to turn existing Compose and SwiftUI previews into a static Storybook-style gallery, including setup diagnosis, coverage analysis, and generating or building the gallery. It automates the creation of browsable component catalogs for native mobile apps without requiring a SaaS account.

galaxy-mcp

Live MCP server for the Galaxy vault. Lets Claude (mobile/web) and other chat interfaces query your Obsidian vault in real time via GitHub.

pr-legislative-x402

MCP server that enables AI agents to search and read Puerto Rico legislative measures with pay-per-call in USDC on Base, using the x402 agent-payment standard.

CallMCP

A single MCP server that provides a provider-neutral 14-tool contract for telephony operations (calls, SMS, recordings, transcripts, and number lifecycle), supporting hosted, fully local, or bring-your-own-key backends.

io.github.AIops-tools/ceph-aiops

Governed AI-ops for Ceph, providing root-cause health analysis and guarded destructive operations via a built-in governance harness with risk tiers, audit, and undo recording.

mcp-deepcontext

MCP server enabling symbol-aware semantic search in Claude Code, allowing precise location of functions, types, and implementations via a symbol graph and embeddings.

Enhanced Coolify MCP Server

A powerful Model Context Protocol server that enables AI assistants to manage Coolify infrastructure through natural language, supporting application deployment, database management, resource monitoring, and DevOps automation.

Odoo MCP Server

An MCP server implementation that integrates with Odoo ERP systems, enabling AI assistants to interact with Odoo data and functionality through the Model Context Protocol.