Discover Awesome MCP Servers

tool-smith

MCP server that routes natural language requests to structured tool calls using a LoRA-tuned small language model, with built-in validation, retry, and fallback recovery.

ldap-mcp

MCP server for read-only LDAP directory operations, enabling search, entry retrieval, schema browsing, and comparison via natural language.

Bisibility

Open-source MCP server for Bisibility, providing tools for keyword rank tracking, SERP history, keyword research, backlinks, alerts, reports, and project management. Runs locally through npm or Docker and connects to Bisibility Cloud or a self-hosted instance.

temuoracle-mcp

Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and resources for use in any MCP client.

gpu-mcp-server

An MCP server that enables AI agents to query real-time NVIDIA GPU metrics like utilization, memory, temperature, and power without external monitoring tools.

luckin-mcp-proxy

A local proxy for Luckin Coffee's official MCP, enabling natural language ordering, reordering, and shop/product search with automatic retry and memory.

chart-color-audit

Enables auditing chart color palettes for colorblindness accessibility by simulating CVD and measuring contrast. Provides tools to audit palettes and design tokens mid-conversation.

Remote MCP Server for Cloudflare

A deployable Model Context Protocol server on Cloudflare Workers that runs without authentication requirements, allowing integration with AI models through the Cloudflare AI Playground or Claude Desktop.

jcs-mcp

Exposes the Joaquim Chaves Saúde patient portal as MCP tools, letting Claude or other clients fetch appointments, prescriptions, invoices, and documents from webapp.jcs.pt.

win-cli-mcp-server

Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, and SSH from MCP clients like Claude Desktop.

DiffMind

An MCP server for Claude Code that forces AI agents to document every change with rationale, rejected alternatives, and trade-offs, ensuring code maintainability and developer ownership during AI-assisted development.

MCP Diagnostics Extension

Exposes VS Code diagnostic problems like errors and warnings in real-time to AI agents via the Model Context Protocol. It enables AI tools to see compilation and linting issues directly from the problems panel to provide context-aware debugging and automated fixes.

code-tree-mcp

An MCP server that indexes source code into a local database and provides tools for querying code symbols, dependencies, and tree structure for JavaScript/TypeScript, Java, and Python.

op-mcp

Enables to manage 1Password resources including vaults, items, documents, users, groups, and more through the 1Password CLI, exposing 65 tools for comprehensive password management via natural language.

claude-kb

Enables searching and retrieving Claude Code conversation history via hybrid semantic and keyword search, allowing the agent to access its own past interactions.

mcp-arcgis-henderson

Enables searching and querying City of Henderson open geospatial datasets (parcels, zoning, public works) via natural language or direct tool calls.

MyMcp

MCP server that counts the number of Chinese characters (excluding punctuation, spaces, English, and numbers) in a given text, compatible with Streamable HTTP and JSON-RPC.

AI Debugger

Bringing the debugging we know and love as human programmers to our AI agents – debug any supported language with breakpoints, variable/state inspection, and stepping, to supercharge agents' capabilities to reason about runtime code.

minion.town

A toy MCP server demonstrating OAuth 2.1 scoped authorization with three tools for minion status, listing, and summoning.

FeedMob MCP Server

Enables AI assistants to access the FeedMob Assistant Internal API for managing clients, partners, campaigns, and mobile apps. It provides comprehensive tools for retrieving performance metrics, playbooks, and organizational data through the Model Context Protocol.

Sneaky Sasquatch Wiki MCP Server

Enables Claude to search and retrieve articles from the Sneaky Sasquatch game wiki via natural language queries.

phiacta-mcp

MCP server for interacting with the Phiacta knowledge platform.

Monsoft MCPs

允许在 Github 上管理议题和项目。

OpenAlice Trading MCP

Exposes OpenAlice's Trade-as-Git trading workflow to MCP-capable AI agents, enabling broker connections, a git-like approval state machine, and 19 trading tools via Streamable HTTP.

MoltBrowser MCP Server

Enables AI agents to share and use community-contributed browser configs, dynamically providing pre-configured tools for specific websites to reduce token waste and improve navigation efficiency.

Korea Stock Insight MCP

Enables LLM agents to access Korean stock market data including DART disclosures, financial statements, and KOSPI/KOSDAQ prices, with an English-first interface designed for non-Korean speaking analysts.

Workbench MCP Server

Provides remote project access via MCP, enabling file operations, code search, git commands, and background Claude CLI execution.

MCP Server for Database

A read-only MCP server that enables AI agents to explore database schemas and execute safe queries on PostgreSQL and MySQL.

Garmin Workouts MCP

Garmin Workouts MCP is a standalone MCP server for Garmin Connect workouts. It is intended as a focused extension for workflows that need a bit more structure around Garmin workout payloads, especially strength training.