Discover Awesome MCP Servers

dsh-experience

Provides a cross-session experience knowledge base for AI agents, enabling retrieval of past problem-solution experiences via MCP tools. It helps agents reuse solutions without retraining, with zero-LLM runtime retrieval.

Expense Tracker MCP

A simple MCP server for tracking expenses in a local SQLite database, enabling add, read, update, delete, and summarization of expenses with predefined categories.

MCP-ABI

Enables interaction with Ethereum-compatible smart contracts through their ABI, allowing both read operations (querying state) and write operations (executing transactions) dynamically based on the contract's interface.

React Native Upgrade Helper MCP Server

Automates the React Native Upgrade Helper website to extract upgrade information and file diffs between React Native versions.

ap-mcp-server

Enables conversational AI to access, analyze, and interact with Associated Press news content through natural language, with 26 tools for search, trends, and content monitoring.

CDM MCP Server

Enables AI assistants to interact with Delta Lake tables stored in MinIO through Spark using natural language queries. Provides read-oriented data operations on Delta Lake tables through the Model Context Protocol.

Jules API MCP

An MCP server that enables users to manage Google's Jules AI coding agent sessions directly from MCP-compatible clients. It supports creating sessions, approving execution plans, and interacting with session activity to streamline autonomous coding workflows.

store

Single MCP server that manages multiple personal collections (todos, bookmarks, etc.) with only six generic tools, driven by a YAML registry for validation.

chrome-devtools-mcp

An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.

UZCBU MCP Server

Enables AI assistants to fetch official Uzbekistan Central Bank currency rates, including current and historical rates, and perform currency conversions via MCP.

Framer MCP Server

Connects MCP clients to Framer projects for reading sites, editing CMS content, designing pages with a DSL, managing code components, and previewing changes locally.

Bilibili Mcp Server Unofficial(video Subtitles And Comments)

✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀

ssh-mcp

Enables persistent SSH connections to Linux hosts and network devices, with secure credential storage, configuration backup/restore, SFTP, and SSH tunneling.

LightRAG Code Brain MCP

Provides a durable memory layer for coding agents like Claude Code and Codex by indexing codebases and enabling RAG queries, reducing rediscovery tokens and providing senior-engineer orientation.

DHIS2 MCP Server

Connects DHIS2 health information systems to AI assistants via the Model Context Protocol, enabling natural language queries for analytics, metadata, and tracker data.

MCP E-commerce Server

Enables e-commerce product management with CRUD operations, AI-powered descriptions, and MySQL database integration via MCP.

Visual Annotation MCP

A Model Context Protocol server that lets an LLM open web pages, list interactive elements, take screenshots, and draw annotations with color contrast selection.

Academic Paper MCP HTTP/SSE Server

A MCP server for academic literature retrieval, aggregating multiple data sources like arXiv, Crossref, OpenAlex, PubMed, and Semantic Scholar to provide search, details, citations, trends, and recommendations.

ppdiary

Enables AI-assisted diary management through natural language, allowing you to create, read, update, delete, and search diary entries stored locally in SQLite.

agmind-mcp

Read-only MCP server exposing AGmind Systems Lab's measured local-LLM benchmark claims (TTFT, inter-token latency, task success, etc.) on AMD Strix Halo and DGX Spark hardware via search, claim lookup, and measured-combination listing tools.

Agent Memory Bridge

MCP-native, local-first memory for coding agents that turns real sessions into reusable decisions, gotchas, and domain knowledge.

Postman MCP Generator

An MCP-compatible server that provides tools for integrating selected Postman API requests, allowing LLMs like Claude to interact with APIs through natural language.

SAP Datasphere MCP Server

Production-ready MCP server that enables AI assistants to seamlessly interact with SAP Datasphere environments for real tenant data discovery, metadata exploration, analytics operations, ETL data extraction, database user management, data lineage analysis, and column-level data profiling.

markitdown-mcp

MCP server that exposes MarkItDown's document-to-markdown conversion as a single convert_to_markdown tool, supporting HTTP, HTTPS, file, and data URIs via STDIO, Streamable HTTP, and SSE transports.

orionbelt-semantic-layer-mcp

MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed semantic models, compile YAML metric definitions into optimized SQL across 8 engines (BigQuery, ClickHouse, Databricks, Dremio, DuckDB, MySQL, PostgreSQL, Snowflake), and execute analytics queries via natural language. Works with Claude, Cursor, Windsurf, and Copilot.

Maritime Vessel Data MCP Server

Enables querying maritime vessel data via MCP tools and resources, including vessel search, port proximity, and vessel details lookups.

AkTools Pro MCP Server

An enhanced MCP server that provides financial data and analysis tools for stocks, crypto, precious metals, and more, empowering AI agents with professional financial intelligence, including backtesting, ASCII charts, and simulated portfolios.

tiktok-mcp-server

Enables publishing TikTok videos via the TikTok Content Posting API, supporting file upload and URL-based publishing with status checking.

Cartographer

MCP governance server that lets AI agents build and maintain a persistent, versioned wiki of interlinked Markdown files through validated tools, enforcing invariants like linking, immutability, and one git commit per write.

nyc-311-mcp

An MCP server for the NYC 311 Public API that allows AI assistants to check city services status, weather alerts, and lookup service requests.