Discover Awesome MCP Servers

Shinkuro

Enables loading and serving markdown files as prompts from local folders or GitHub repositories. Supports automatic repository synchronization and YAML frontmatter for prompt metadata.

vac-product-recommend-mcp

Searches Ctrip group tour products by keyword and filters, recommends top picks by rating/sales/price, and returns Markdown tables with links.

Archive Search

Enables semantic search across conversation archives via MCP, allowing AI clients to retrieve relevant past conversations using vector embeddings and text fallback.

agent-inbox-mcp

MCP server that lets AI agents manage an Agent Inbox queue via natural language. It supports listing pending items, adding new URLs with notes, and marking items as reviewed or deleted.

datalox-gated-runtime

This MCP server provides a stateful, resettable, verifiable API runtime that gates every tool call, enabling agents to run long workflows against provider-shaped environments without live provider write access. It records decisions, side effects, and outcome evidence for replayable, verifiable benchmark runs.

OpenLandMap MCP Server

Provides access to the OpenLandMap STAC catalog, offering over 100 global environmental datasets including soil, climate, and vegetation data. It enables AI agents to discover, search, and retrieve Cloud-Optimized GeoTIFFs for global geospatial analysis.

mcp-json-reader

MCP server for reading, querying, and filtering local JSON files with extended JSONPath syntax, supporting sorting, aggregations, and complex conditions.

mcp-director

A management tool for Claude Code that optimizes performance by recommending and switching between task-specific MCP profiles. It enables users to dynamically update their configuration to load only the necessary MCP servers for their current session.

codecrafting-cloudflare-mcp

Enables read-only access to Cloudflare analytics for the codecrafting.fr zone, providing traffic, threats, and path attack data via local MCP tools for Claude Code.

bovedia

MCP server that gives Claude Code and other MCP clients persistent memory using plain Markdown notes stored on your disk and optionally synced to cloud storage (iCloud, OneDrive, Google Drive, Dropbox).

SearchAPI MCP Server

Model Context Protocol server that enables AI assistants like Claude to access searchapi.io API for searching Google Maps, flights, hotels, and other web information.

Gemini ⇄ Claude MCP Bridge

A private MCP server that lets Claude generate images using Google Gemini/Imagen, exposing a generate_image tool.

mcp-server-snipe-it

MCP server for the Snipe-IT asset management REST API, enabling read and write operations on assets, licenses, accessories, and more.

mitos

Enables AI agents to record and retrieve architectural decision records, check precedent before making decisions, and avoid repeating past mistakes or contradicting settled choices.

multi-model-mcp

An MCP server that exposes tools for sub-agent style reasoning across multiple LLM providers, enabling delegation of prompts to various models and running critique loops, debates, red-teaming, and answer ranking.

knowledge-base-mcp

A lightweight personal knowledge base MCP server that lets clients store, search, organize, and summarize research notes from a local JSON file.

DataHub MCP Server

Enables AI agents to search, explore data lineage, understand business context, and generate SQL queries across an organization's data ecosystem.

sap-b1-hana-mcp

Enables querying SAP Business One HANA databases through direct SQL, including read-only safeguards and tools for inspecting schemas, tables, and table structures.

mcp-jikan

Enables searching and retrieving anime and manga data from MyAnimeList via the Jikan API, including anime details, top rankings, and character information.

wcagc-mcp

WCAG-Compliance/wcagc-mcp lets an assistant run real axe-core accessibility scans through the user's own wcagc account, rather than guessing accessibility from markup it can see. Tools cover a single URL or PDF, a full-site crawl, saved multi-step journeys, and violation trends.

Sozio Thin

Enables reproducible analysis of 100 curated Swiss open-data resources by searching profiles, materializing PXWeb data, validating and executing SQL, and formatting reproduction details, with reasoning delegated to the MCP client.

KappaML MCP Server

Exposes the KappaML API as tools for AI assistants, enabling user management, model operations, predictions, learning, forecasting, metrics, and checkpoint management.

article-research-mcp

Multi-source article and tutorial research for agent planning, providing deduplicated ranked briefs from dev.to, Hacker News, and configurable RSS feeds with optional LLM scoring.

VidMCP

MCP server for video editing with text-prompt subject segmentation and compositing effects behind subjects. Enables agent-driven video creation and education animations.

Morrow Desk MCP Server

Enables operators to manage support desk operations, including case queues, customer relationships, and communications, through an agent-first MCP interface with exact lifecycle and authorization controls.

TrackLab MCP Ultimate Edition

Turns any AI assistant into a physiological AI running coach by abstracting fitness APIs and exposing 70+ structured analytical MCP tools based on endurance models.

BindCraft MCP

Model Context Protocol server for protein binder design using BindCraft via Docker, enabling structure prediction, sequence optimization, and scoring.

blob-storage

A lightweight MCP data broker that stores large binary payloads under a UUID, enabling MCP clients and agents to exchange massive results without flooding the LLM context window.

ATLAS

Enables Claude to interact with IQ Option for demo trading: retrieve candles, payouts, place binary options and demo trades, all with safety guards preventing real-money trading unless explicitly allowed.

Swedish Law MCP

Enables querying Swedish statutes, provisions, case law, preparatory works, and EU law cross-references from any MCP-compatible client.