Discover Awesome MCP Servers

memories-ai-mcp

Enables Claude Desktop to upload, transcribe, search, summarize, and chat with video content from TikTok, YouTube, and Instagram using the Memories.ai API.

shyn

Enables AI assistants to search and retrieve memories from your Mac, including screen captures, meeting transcripts, and browsing history, all locally and privately.

fast-pyairbyte

fast-pyairbyte lets you create a data pipeline in code ,from any Airbyte connector, with a single prompt.

kaggle-mcp-server

A full-featured MCP server with 96 tools for the Kaggle API, enabling users to manage competitions, datasets, notebooks, models, discussions, and workflows via natural language.

tigerweb

Enables access to US Census Bureau TIGERweb geographic boundary data, returning GeoJSON for states, counties, census tracts, places, ZCTAs, and congressional districts.

io.github.xetenet/xete-mcp

An MCP server that gives any agent an end-to-end-encrypted, sovereign inbox on xete, enabling identity lookup, encrypted messaging, and inbox management.

MCP Weather

A TypeScript-based Model Context Protocol server that enables Claude Desktop to fetch real-time weather data via external weather APIs. It provides a simple integration for users to query current weather information through natural language interactions.

BridgeMCP

A Python framework for building MCP servers that makes it simple to expose application data and actions to AI clients like Claude Desktop, Cursor, and VS Code through the Model Context Protocol. It wraps protocol handling behind a clean, decorator-based API allowing focus on business logic.

Hedera MCP Server

A production-ready Node.js server that enables decentralized communication between AI agents on the Hedera network, implementing the Model-Context-Protocol architecture with support for multiple Hedera Consensus Service standards.

MCP Solana Internet: Direct SOL Payments for Content Access

Solana-based micropayment server using MCP. 💰 Facilitates direct SOL transfers for resource access control via a Flask API. 🔑 Returns solana-action: URIs for unsigned transactions, validated on-chain. ✅ Includes robust transaction checks, resource pricing, and basic access management. 🧪

korea-business-verify

Enables AI agents to verify Korean business registration status, tax type, and invoice eligibility using the NTS public data API via 5 tools.

@cowork/mcp-server

Adds trust, handoffs, and accountability to any AI agent via 14 MCP tools implementing the COWORK Protocol.

Metatron

Metatron is a self-hosted system that captures a codebase's real implementation decisions — preferred patterns, rejected approaches, edge cases, internal conventions — as structured priors, and serves them to coding agents over MCP

mcp-recall

A self-hosted MCP memory server that gives AI assistants persistent, semantic memory by storing facts as vector embeddings locally, supporting semantic search and swappable embedding models.

r-stats-mcp

An MCP server that provides an LLM with access to R's statistical toolkit including hypothesis tests, regression, psychometrics, survival analysis, time series, and plots through a persistent R session.

SINTEGRA: PE MCP Server

Enables querying SINTEGRA PE (official Brazilian state tax registration) via a single read-only tool, hosted with pay-per-use credits and compatible with any MCP client over HTTP.

mcp-mealie

An MCP server for Mealie that provides curated tools for recipes, meal plans, and cookbooks with compact responses, enabling natural language management of your Mealie instance.

Remote MCP Server on Cloudflare (Authless)

Deploy an MCP server on Cloudflare Workers without authentication, enabling remote MCP client connections from AI Playground or Claude Desktop via proxy.

oraclaw-mcp-server

17 decision intelligence algorithms as MCP tools for AI agents. Bandits (UCB1, Thompson), LP/MIP solver (HiGHS), Monte Carlo simulation, Bayesian inference, graph analytics (PageRank, Louvain), genetic algorithms, CMA-ES, anomaly detection, time series forecasting, and more. All under 25ms, deterministic, zero LLM cost.

MCP Todo & Context Server

Provides AI clients with per-project todo management and persistent context notes via MCP, enabling task tracking and resume summaries.

schema-gen-mcp

Generate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.

handshake-mcp-server

Enables AI assistants to connect to Handshake to search jobs, browse employers, explore events, and pull student or employer profiles.

K-Work Trust Public Demo

Remote MCP/API trust gate for AI agents to inspect readiness before performing Korean business workflow operations like vendor onboarding and payment release.

Memory Bear

An MCP server that transforms markdown notes into a searchable knowledge base with semantic search, smart note creation, and flashcard management for AI assistants.

GAM MCP Server

Enables AI assistants to perform Google Workspace administrative actions via GAM7, managing users, groups, calendar, Drive, and more.

@itunified.io/mcp-oracle-ol

MCP server for Oracle Linux OS operations, providing tools for package management, kernel, storage, network, and security tasks via dbxcli.

Railway MCP Server v2

Enables management of Railway infrastructure through 17 tools for managing projects, services, deployments, environment variables, and domains. Supports both modern Streamable HTTP and legacy SSE transports.

PolicyGuard

Provides policy-based access control, incident tracking, and compliance monitoring to govern AI agent behavior. It enables organizations to enforce security rules and maintain audit trails by validating agent actions against trust levels and pattern-based policies.

lietuvos-viesieji-pirkimai-mcp

Enables MCP clients to retrieve, search, and filter Lithuanian public procurement data from the official CVP IS API, returning original JSON for analysis and links to procurement searches.

Washington State Legislature MCP Server

Enables AI assistants to access Washington State Legislature data for bill tracking, committee meetings, legislator lookup, and legislative document retrieval via conversational interfaces.