Discover Awesome MCP Servers

geolibre-mcp

Provides geospatial data intelligence tools for inspecting, querying, and converting geospatial data using DuckDB Spatial.

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.

MCP Grammar Tools

Validates and tests llguidance grammars (Lark format), providing grammar validation, batch test execution, and syntax documentation.

Enfusion Workbench MCP

MCP server for Arma Reforger / Enfusion Workbench modding. Describe what you want to build, and Claude handles the rest — API research (8,803 indexed classes), code generation, project scaffolding, project-wide indexing and refactoring, live Workbench control, and in-editor testing.

mcp_inventory

An MCP server for managing product inventory with SQLite, enabling CRUD operations and statistical queries such as total value, out-of-stock items, and most expensive product.

Plotter Studio

An MCP server that gives AI agents eyes and a robotic arm to compose and iterate generative art on an AxiDraw pen plotter via webcam feedback.

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.

qa-mcp

Automated QA for .NET microservice backends and React frontends, enabling API contract testing, UI crawling, YAML flows, and run diffing against a stage environment.

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.

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.

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.

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.

store

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

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.

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.

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.

ppdiary

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

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.

Agent Memory Bridge

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

Tribunal TJSP: Processos do 1º Grau

Enables querying official first-degree court case information from the São Paulo Court of Justice (TJSP). It provides a read-only MCP tool, accessible via HTTP, with pay-per-use pricing and no platform credentials required.

Document Organizer MCP

Enables agents to manage and organize local documents by listing, inspecting, extracting text, searching, and renaming files, with optional Google Drive integration.

chord-player-mcp

An MCP server that plays chord progressions via MIDI/WAV synthesis.

Quotations MCP Server

A read-only MCP server that provides conversational querying of quotations data (counts, values, lookups) via tools like quotation_stats, search_quotations, and find_by_number.