Discover Awesome MCP Servers

seedbase-mcp

Enables AI assistants to generate realistic, relationship-preserving test data from Seedbase projects into databases.

interclaude

Enables peer-to-peer communication between Claude Code sessions, allowing them to send messages, hand off tasks, and coordinate across worktrees without manual intervention.

OmniKit

Free, fully-offline MCP utility tools for agents: base64, UUID, JSON validation, SHA hashing, timestamps, URL codec, case conversion, and secure passwords. No API keys, no tracking, works offline - stdlib-only Python stdio server.

LangChain Documentation MCP Server

Provides real-time access to official LangChain documentation, API references, and GitHub code examples to assist in LangChain-based development. It enables LLMs to search for tutorials, version info, and detailed class specifications directly from live sources.

Upstox MCP Server

Enables users to interact with the Upstox trading API via natural language to retrieve account information such as profile, funds, holdings, positions, and orders.

RunWhen Platform MCP

Lets your coding agent talk to the RunWhen platform — workspace chat, issues, SLXs, run sessions, and the Tool Builder — over the Model Context Protocol. Enables workspace chat with AI assistant, task authoring via Tool Builder, and direct data access to workspaces, issues, SLXs, run sessions, and more.

Simple Weather MCP

A cross-platform MCP server that provides weather forecasts by coordinates, location name, or IP address without requiring API keys. It leverages Open Meteo and OpenStreetMap to deliver fast, single-query weather lookups.

time-tracker-ai-mcp

Enables tracking work time with start/stop timers, logging entries, and generating reports.

zotero-comfort

High-level Zotero MCP integration with smart research workflows, enabling tasks like building reading lists, adding papers with duplicate check, and exporting bibliographies.

Klipper MCP Server

An MCP server that enables AI assistants to control and monitor Klipper 3D printers via the Moonraker API. It supports comprehensive printer management, including G-code execution, toolchanger operations, and real-time status monitoring.

jt-mcp-server

MCP server that equips AI agents with dev workflow tools including GitHub project management, conventional commits, visual regression testing, Jira/Confluence integration, and a persistent memory knowledge graph.

attestor

Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval (no LLM in the critical path), conversation ingest with speaker-locked dual-pass extraction, per-tenant Postgres row-level security, and Ed25519-signed provenance. Postgres + pgvector + Neo4j defaults.

Screenshot Scout MCP Server

Enables capturing HTTP/HTTPS webpages as images or PDFs using Screenshot Scout, with support for full-page, element, and device-specific captures, page interactions, and caching.

DUAL MCP Server

Enables AI agents to interact directly with the DUAL Web3 Operating System for minting tokens, managing templates, and executing blockchain actions. It provides over 60 tools for handling wallets, organizations, and ZK-rollup infrastructure natively via the Model Context Protocol.

partner-polaris

Enables AI assistants to query, calculate, and benchmark AWS Partner Polaris training depth levels using CSV data.

Trimble Connect MCP Server

Exposes structured documentation for 200+ Trimble Connect API endpoints and provides tools for AI-assisted development of Trimble Connect extensions and applications.

productboard-mcp

An MCP server that connects Claude to the ProductBoard API v2, enabling natural language management of notes, entities, members, analytics, Jira integrations, and webhooks.

rovee-publisher-mcp

MCP server for Rovee that enables AI clients to publish bilingual content (blog posts, POIs, events, businesses, guides) and upload media to Supabase Storage, returning CDN URLs.

chatgpt-pro-mcp

An experimental guarded MCP bridge for Codex/open-ultrawork workflows, enabling submission of bounded research jobs to ChatGPT Pro asynchronously with source verification and safety guards.

Enterprise Operations Hub

An MCP-native enterprise operations platform that unifies team management, product catalog, order processing, knowledge base, location intelligence, analytics, and DevOps monitoring into a single server accessible from any MCP-compatible AI agent.

OpenTelemetry Documentation MCP Server

Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.

invoiceflow-mcp

AI-powered invoice automation. Create PDF invoices, predict late payment risk 0-100, auto-send reminders, reconcile Stripe/PayPal payments, track cash flow. 10 MCP tools, 4 resources.

universal-lsp

Enables AI agents to query language intelligence over MCP, including definitions, references, symbols, and code relationship graphs across many languages, all in one native process with no external language servers.

arr-mcp

A unified MCP server for your self-hosted media stack (Radarr, Sonarr, Jellyfin, etc.). It correlates across services to answer questions no single service can, with safety features like untrusted-output fencing and safe-by-default deletions.

BankRegPulse

BankRegPulse MCP Server connects AI assistants to live banking regulatory data from 100+ sources including OCC, FDIC, CFPB, Federal Reserve, and all 50 state banking departments. Three tools: daily intelligence briefings, regulatory podcast audio, and pre-formatted LinkedIn posts — all updated daily at 6 AM EST.

warrant

An MCP server that acts as an authorization gateway between an AI agent and external systems, deterministically refusing actions that exceed granted authority and sealing every decision into an auditable chain of custody.

spline-mcp

MCP server for Spline.design code generation and asset management.

Brandfetch MCP Server

Enables AI assistants to fetch company logos, brand colors, fonts, and corporate information from the Brandfetch API using domain lookups or keyword searches.

Capacities MCP

An MCP server for Capacities API 2.0 that enables AI agents to discover, create, read, update, and delete objects, blocks, and daily notes with structured JSON or Markdown, using personal API tokens.

mcp-duffel

Enables live flight search and pricing via the Duffel Flights API, allowing AI agents to query flight data and pricing.